Geely Automobile can be said to be the most enterprising automobile enterprise in China, and the case of snake swallowing elephant acquisition is still popular today; Shares, the acquisition of Proton, and the acquisition of British Lotus Motor () let people really see the big hand. Of course, what buy buy bought is the foundation of absolute strength. Today, let’s talk about the development history of Geely Automobile.

Geely Holding Group is the earliest and largest private automobile manufacturer in China. It was founded on November 6, 1986, and its predecessor was Huangyan Refrigeration Component Factory located in luqiao district, Taizhou City, Zhejiang Province.
In 1997, Geely began to enter the automobile industry. On August 8, 1998, the first car independently developed by Geely, Geely Haoqing hatchback, was officially launched in Linhai.

In fact, the brand Geely was full of controversy at the beginning of its creation. It can be said that 99% of people think that Li Shufu is fooling around, and many people think that it will definitely not last long. The simple reason is its "private" status.In 1997, Geely built a car from scratch, and the exact time for Geely to obtain the license for automobile access was November 9, 2001, and it lasted for four years without government access. China’s entry in 2001 gave Geely the opportunity to officially enter the stage. It became a car manufacturer that met the government’s requirements, but it did not get much financial support.

Is a "China’s first sports car" shape, operated by an Italian design company. Many imitations can be seen back and forth, and the shape resembles a sports car launched in the early days.

Leaning forward and tilting back, the taillights adopt the popular conjoined crystal diamond headlights. In order to show the dynamic of the sports car, even the damping spring is painted bright red, which is not inferior to those authentic brand-name sports cars in appearance and momentum.

Compared with the first generation of Beauty Leopard, the progress of "loong" is obvious. Judging from the front shape, the streamline effect of the "sports car" feeling is relatively prominent. The brand-new enclosure design is believed to improve the air intake effect and the turbulence effect on the air at high speed, and the installation of a large area enclosure also makes the front shape of the car more heavy. The overall effect of the front grille and headlights similar to CC is still harmonious, but the design of the front grille is slightly rustic and does not reflect the "passion" atmosphere of the sports car. Looking closely, the side turn signal of ""adopts a rearview mirror design similar to that of others, and this design isUpscale roomThe car may reflect the sense of dignity, but it seems a bit "silly" to put it on loong.

As a stepping stone to help Geely completely open the domestic market a few years ago, Emgrand is of great significance to Geely. Once this model came out, it won the favor of many consumers with low price and good configuration, which gave China a chance to join the joint venture model. So far, it has accumulated 3.25 million users for Geely.

British media Autocar had a test drive of Geely Emgrand EC7 in Shanghai. They described the problem of rough interior. "But to be honest, the interior of this car is really flattering, which has delayed the impression of appearance. The gray and tan control panels are almost all made of hard plastic, and the plastic at the air outlet looks particularly fragile, and the cover of the storage room on the center console has been wobbling. Judging from the exquisiteness and workmanship of European car interiors, Geely Emgrand EC7 obviously does not pose a threat to European local models. The seat is too hard. There is plenty of legroom in the back seat, but the head space of taller people will be a little cramped. Moreover, the seat belt in the middle seat of the second row of seats is the strangest seat belt we have ever seen, and it has a three-point design with two buckles.

It is one of the three sub-brands that Geely has clearly subdivided into passenger cars. Founded on November 6, 2008, it is a China automobile brand, which mainly produces. this isGeely automobileStrategic transformation is an important measure of brand strategic transformation. Geely Automobile will develop and cultivate 3-4 sub-brands in the next 3-5 years, and complete the brand strategic planning and implement it in order to realize the strategic goal of Geely Automobile. At the upcoming Guangzhou Auto Show, it will also be officially listed as the first model under the brand.

The Global Hawk GC7 is a high-end model of Global Hawk. The biggest highlight of this model is that it is equipped with the first 6-speed automatic manual transmission with independent intellectual property rights. Matching this transmission is the 1.8L equipped on the Emgrand EC7 1.8L model, with a maximum power of 98Kw and a peak torque of 170N?m. The car was officially launched in 2011, and its predecessor was cash. Global Hawk GC7 has a more dynamic shape design, and there is no lack of fashion in details. In short, there is no shadow in its body shape.

At the 2011 Shanghai Auto Show, the SC5-RV under the British brand will be the first time.strike a pose on the stageThe first model will be equipped with a 1.5L engine. The British SC5-RV is positioned as a "new fashion sensory experience car", focusing on fashion and personality labels. It is a stylish and personalized family hatchback specially designed for young consumers.

The British SC7 (Seaview) will be equipped with the DSI 6-speed automatic manual transmission after Geely acquired the Australian DSI transmission for the first time. In domestic passenger cars equipped with automatic transmissions, 80% of automatic transmissions are imported and 20% are from joint ventures. Independent brands are almost blank in automatic transmission, except for a few visible 4AT and CVT.

Volvo (), a famous luxury car brand, was once translated as Regal. The brand was founded in Gothenburg, Sweden in 1927.

In 1999, Volvo Group sold its Volvo car business to Ford Motor Company. In 2010, China automobile enterprises bought Volvo car business from their hands and obtained the ownership of Volvo car brand.

From the black household where Geely started to the map of Geely’s automobile empire, Volvo has successively established brands on the basis of technology.

(Chinese name: Lingke) is made up ofluckyHolding group,Geely automobileThe new era high-end brand, which is jointly established by the Group and Volvo Car Group, integrates European technology, European design, global manufacturing and global sales, and is based on the joint development of Geely Automobile and Volvo Car.

(Chinese name: Polar Star) is a global enterprise jointly owned by Volvo Car Group and Zhejiang Geely Holding Group. High performance brand Polar Star will enjoy the technical and engineering synergy advantages of Volvo Cars and benefit from the strong support of the Group, which enables it to design, develop and mass-produce independent brands of high-performance electric vehicles.

Never give up the dream of luxury cars.

Every step of Geely’s development is amazing, because Geely has a special feeling for luxury cars from the first day of its birth. However, after the launch of Lectra and Polar Star from Geely, all this made everyone sit up and take notice.

Lotus has always been loyal to its brand founder’s concept of "everything is for the driver" and has become a car brand focused on pure driving. Innovative engineering, cutting-edge technology and advanced materials ensure that every Lotus can prove the value of performance through lightweight. Reducing weight is still the most effective means to realize the real connection between the driver and the vehicle and the road, which is the common quality of every car that proudly hangs the logo of Lotus.

At 19:30 pm London time on March 29th (2:30 am Beijing time on March 30th), Lotus launched its first pure electric Hyper SUV, Lotus ELETRE, which officially ushered in the most important milestone in the transformation to an electric and intelligent high-performance automobile brand.

But Lotus’s competitors in the future should not be underestimated, and a challenging road seems to be "beckoning".

According to the information of Feilv Automobile, in the ultra-luxury electric sports car market, Hehe has launched an electric sports car. It has also been announced that its first model will be officially launched in 2023, and its first pure electric vehicle will also be officially launched from 2025 to 2030. In addition, it also said that before 2022, it will fully launch the electrification strategy, and it is planned that more than half of its products will be plug-in hybrid vehicles, and new pure electric vehicles will be launched simultaneously.

Krypton car is a brand-new intelligent pure electric car brand. In April, 2021, Krypton automobile brand and its first model were officially released. Extreme krypton car adheres to the core values of equality, pluralism and sustainability, focusing on the research and development of smart electric travel forward-looking technology, and creating an exclusive extreme krypton model.

In an interview with Xinhua Auto Media, CEO of Extreme Krypton Intelligent Technology said: "The development of the profound industrial base and global superior resources accumulated over the past 35 years has fully empowered the accumulation of extreme Krypton, giving it the courage and confidence to change."

CEVT (China-Europe Automotive Technology Center) is located here and has gathered more than 2,000 automotive engineers from more than 20 countries. CEVT meets the diversified needs of the global market through continuous innovation in modular development, virtual engineering and software system development.

According to the introduction, the company is jointly invested by Geely Automobile and Geely Holding Group, in which Geely Automobile holds 51% of the shares and Geely Holding Group holds 49%. The new company plans to inject 2 billion yuan in cash, and Li Shufu will become the chairman and CEO of the company.

Behind the brief information, it reveals the unusual origin of krypton. Li Shufu and An Conghui personally traded and invested 2 billion yuan in cash. In addition, they also held the vast structure of SEA, and 18 new cars lined up for research and development, which was really domineering as soon as they appeared.

The establishment of krypton also indicates Geely’s all-round progress in the field of new energy.

, extremely krypton smart factory, located in Zhejiang, China.

Summary:

　　In fact, for the development of Geely Automobile, I want to describe it in four words, that is: it is really not easy. Starting from a "black household", I was ridiculed everywhere and persisted for so many years before I got the right to fair competition; After entering the automobile market, we can only rely on the price war to pull the automobile price down from the altar, so that we can have our own place; Then, from poor product quality, to strategic transformation, to the emergence of today’s high-quality huge cars, we are very happy to see that a private enterprise can make cars prosperous and have to be admired.

Hazelight Studios, a cooperative game studio highly praised by players, will celebrate its 10th anniversary in November this year. This studio, which has created excellent works of public praise such as Escape from Life and Together, recently announced through official social media that it is expected to share with players the new projects that they are carefully polishing later this year.

As the last masterpiece of Hazelight Studios, "Two in a Row" won the title of annual game in 2021, and its innovative cooperative gameplay, rich level design and warm and moving storyline won the love of players all over the world. By March of this year, this two-person adventure game celebrated its third anniversary. The official announced that the cumulative sales volume has exceeded 16 million copies, attracting more than 30 million players to this wonderful "two-person trip".

Although the detailed information about Hazelight Studios’ new work is still strictly confidential, Josef Fares, the founder of the studio, gave a positive preview of the next work when interviewed by Push Square in 2021. He said that the team will continue to adhere to the unique game design concept, and strive to create a new cooperative game experience beyond "Two in a Row", which undoubtedly makes players full of expectations for the new work.

To sum up, with the 10th anniversary celebration of Hazelight Studios approaching, players are full of expectations for their upcoming new works. This mysterious work created by the award-winning studio will undoubtedly become a major attraction in the game industry this year. Let’s look forward to how Hazelight Studios will subvert the boundaries of cooperative games again later this year and present another sincere interactive narrative masterpiece to players around the world.

In 2020, the sales of Double Eleven reached a new high, among which Tmall sales exceeded 490 billion yuan and JD.COM sales exceeded 270 billion yuan. At the same time, the rapid development of live broadcast e-commerce contributed a lot to the rapid growth of e-commerce sales during the Double Eleven period.

In recent years, the Double Eleven E-commerce Shopping Festival has become a consumption carnival season in China and even the world. In 2020, major e-commerce companies will make the past double 11 a dual-sale system, which will lengthen the whole activity cycle and turn the "shopping festival" into a "shopping season". More and more brands and consumers will participate in this shopping carnival. During double 11 in 2020, the sales record of e-commerce platforms will be broken again.

The turnover of "double 11" in the whole network exceeded 500 billion yuan.

According to the data released by the star map data, in 2020, the sales of the whole network in "double 11" was 332.8 billion yuan, and it was 192.1 billion yuan on November 1 -3, totaling 524.9 billion yuan during the Double Eleven period, up 28% year-on-year. During the "double 11" period (October 21-October 31, November 4-November 10,

Tmall has obvious home advantage.

As the founding platform of double 11 Shopping Festival, Taobao Tmall still maintains its home advantage. On the day of double 11 in 2020, Tmall contributed 59.1% of the sales, and during the period from November 1 to 3, 2020, Tmall contributed 56% of the sales.

Tmall’s "double 11 Global Carnival Season" sales exceeded 498.2 billion yuan.

In 2020, Tmall launched the global carnival season in double 11, and its sales reached a new high. According to the data released by Tmall, nearly 800 million consumers participated in Tmall’s "double 11 Global Carnival Season" (November 1-November 11), and the accumulated order amount exceeded 498.2 billion yuan, an increase of 103.2 billion yuan over the same period in 2019, a year-on-year increase of 26%, the highest growth rate in the past three years.

On the same day in double 11, from 0: 00 on November 1 to 0: 30 on November 11, the cumulative turnover of the global carnival season of Tmall double 11 in 2020 reached 372.3 billion yuan, and the peak order reached 583,000. By 24: 00, Tmall’s "double 11" real-time logistics orders also exceeded 2.321 billion orders, which is about equal to the sum of the national express delivery volume in 2010.

Note: The data of double 11 in 2011-2019 and November 1-November 11 in 2020.

JD.COM’s sinking market fully released sales growth rate of over 30%

In recent years, JD.COM has covered 92% of the counties and 83% of the township consumers through self-built logistics, fully releasing the consumption potential of the sinking market. During the "double 11" in 2020, there were 264 brands on the JD.COM platform in JD.COM, with the growth rate of over 10,000 brands reaching twice. During the "double 11" event, the cumulative sales in JD.COM reached 271.5 billion yuan, up 32.8% year-on-year.

The contribution of live e-commerce continues to expand.

Since 2019, live e-commerce has developed rapidly. During this "double 11" period, live e-commerce has achieved good results. According to the data released by Qunyi e-commerce, during the double 11 in 2020, in terms of Taobao, the pre-sale turnover of Viya Tmall live broadcast reached 8.35 billion yuan, and Li Jiaqi brought 5.79 billion yuan in pre-sale turnover; Aauto Quicker is represented by the Simba team. The sales of Simba Double 11 reached 8.8 billion yuan, 3.8 times that of 2019; Tik Tok also launched the Pet Powder Festival during its stay in double 11, with a single-day turnover of over 2 billion yuan, with a final cumulative turnover of 18.7 billion yuan.

In 2020, the COVID-19 epidemic greatly changed consumers’ shopping styles and consumption habits, and the penetration rate of online shopping continued to expand. Generally speaking, after the COVID-19 epidemic in 2020, China’s consumer market rebounded steadily, the e-commerce industry recovered strongly, and the industry boom continued to heat up, which became an important kinetic energy to stimulate China’s consumption and economic growth.

On May 13th, 2025, China National Intellectual Property Administration information showed that Shenzhen Guanxu Electronics Co., Ltd. obtained a patent entitled "Equalizer adjustment method, device, equipment and storage medium based on auricle scanning", with authorization announcement number CN114554344B and application date of February, 2022.

According to the survey data, Shenzhen Guanxu Electronics Co., Ltd., founded in 1997, is located in Shenzhen, and is an enterprise mainly engaged in computer, communication and other electronic equipment manufacturing. The registered capital of the enterprise is 40,416,480 RMB. Through the analysis of big data from Tianyancha, Shenzhen Guanxu Electronics Co., Ltd. has invested in 9 enterprises and participated in bidding projects for 45 times. There are 111 trademark information and 2,057 patent information in terms of property clues, and the enterprises also have 19 administrative licenses.

Shenzhen Pingjing Technology Co., Ltd., established in 2019 and located in Shenzhen, is an enterprise mainly engaged in software and information technology services. The registered capital of the enterprise is RMB 5 million. Through the analysis of Tianyancha big data, Shenzhen Pingjing Technology Co., Ltd. participated in the bidding project once, with 302 trademark information and 48 patent information in terms of property clues. In addition, the enterprise also has 8 administrative licenses.

CCTV News:According to the requirements of the joint prevention and control mechanism in the State Council, Yinchuan started a large-scale nucleic acid detection at 9: 00 on the 23rd. As of 19: 30 on the 25th, a total of 2,057,631 people were sampled in three districts under the jurisdiction of Yinchuan City, and 2,049,831 people were detected, accounting for 99.62%, all of which were negative.

Tourists stranded in Ningxia began to return yesterday.

After three special tourist trains originating from Ejina Banner in Inner Mongolia Autonomous Region stayed in Ningxia Hui Autonomous Region for many days, 1943 passengers on the special trains began to return on the 25th. On October 19th, these three special tourist trains originating from Ejina Banner in Inner Mongolia passed through Ningxia. Considering the high risk of epidemic spread, the passengers on the special trains were temporarily observed in Ningxia.

These passengers are mainly elderly tourists, the oldest of whom is 86 years old and the youngest is only 2 years old. In order to do a good job of security, Ningxia has set up special work classes, which are arranged in 13 hotels in Shizuishan, zhongwei and lingwu city. On the 25th, the stranded passengers completed five nucleic acid tests, all of which were negative, and 1943 passengers finally continued their return journey on the tourist train.

Phoenix Network Technology News (Author/Jia Nan) On November 17th, the Qualcomm Snapdragon Summit held in Hawaii entered the second day. Following the release of the second generation Snapdragon 8 mobile platform yesterday, today’s content will mainly focus on terminal platforms other than smart phones. For the augmented reality (AR) platform, Qualcomm launched the first generation AR2 platform in Snapdragon, and the next generation CPU core Oryon in Qualcomm.

As a part of Qualcomm’s augmented reality product, the first generation Snapdragon AR2 was manufactured by 4nm process, and adopted multi-chip distributed processing architecture and customized IP modules, including an AR processor, an AR coprocessor and a connection platform. On the basis that the space occupied by the main processor is reduced by 40% compared with the previous first-generation Snapdragon XR2 platform, the AR performance of the first-generation Snapdragon AR2 is improved by 2.5 times, while the power consumption is reduced by 50%, and the power consumption of AR glasses is allowed to be less than 1W.

At the same time, through this platform, AR devices can classify data: delay-sensitive content such as games and videos will be directly sent to head-mounted devices for processing, while other more complex data requirements will be handed over to compatible devices such as smartphones and PCs equipped with Opteron processors.

As an AR processor, the first generation Snapdragon AR2 supports up to nine concurrent cameras for user and environment understanding. At the same time, the perceptual performance of its hardware acceleration engine, AI accelerator and re-projection engine has also been improved. The AR coprocessor included in the platform can support eye tracking and iris authentication for visual focus rendering by aggregating camera and sensor data.

In terms of connectivity, the first generation of Snapdragon AR2 platform integrates the FastConnect 7800 connection system of Qualcomm and supports the connection of Wi-Fi 7. Officials say that it can reduce the time between AR glasses and mobile phones or host terminals to less than 2 milliseconds.

In addition to the first generation Snapdragon AR2 platform, Qualcomm also released the second generation Qualcomm S5 audio platform and the second generation Qualcomm S3 audio platform. Both of them support the Snapdragon Sound high unobstructed listening technology, and are optimized for the second generation Snapdragon 8 mobile platform, supporting dynamic spatial audio, lossless music streaming, 48ms low delay, LE Audio and the third generation Qualcomm adaptive active noise reduction technology.

In addition, Qualcomm also announced its next-generation CPU core in Snapdragon platform-ORYON, which is expected to be delivered in 2023.

Yuefu [2014] No.6

Guangdong Provincial People’s Government on Printing and Distributing Air Pollution in Guangdong Province

Notice of Prevention and Control Action Plan (2014-2017)

People’s governments at the local level and listed, people’s governments of counties (cities, districts), departments and institutions directly under the provincial government:

　　The Action Plan for the Prevention and Control of Air Pollution in Guangdong Province (2014-2017) is hereby printed and distributed to you, please earnestly organize its implementation.

people’s government of guangdong province

February 7, 2014

Action Plan for Air Pollution Prevention and Control in Guangdong Province

(2014-2017)

　　This action plan is formulated to implement the Notice of the State Council on Printing and Distributing the Action Plan for Air Pollution Prevention and Control (Guo Fa [2013] No.37) and the Letter of Responsibility for Air Pollution Prevention and Control Targets in Guangdong Province signed by the provincial government and the Ministry of Environmental Protection, and to continuously improve the ambient air quality in the whole province.

　　I. Work objectives

　　By 2017, strive to fine particulate matter (PM) in the Pearl River Delta region_2.5) The average annual concentration is the first to reach the standard in the national key control areas. The air quality in the province has obviously improved, the heavily polluted weather has been greatly reduced, and the number of excellent days has increased year by year. The inhalable particulate matter (PM) in the province₁₀The average annual concentration is 10% lower than that in 2012, and the sulfur dioxide (SO) in cities in the Pearl River Delta region₂), nitrogen dioxide (NO₂) and the average annual concentration of inhalable particles reach the standard; The average annual concentration of fine particles in the Pearl River Delta region is about 15% lower than that in 2012, and ozone (O_three) the pollution situation has improved; Compared with the average annual concentration of fine particles in 2012, Guangzhou, Foshan (including Shunde District) and Dongguan decreased by 20%, while Shenzhen, Zhongshan, Jiangmen and Zhaoqing decreased by 15%. The average annual concentration of fine particles in Zhuhai and Huizhou does not exceed 35 μ g/m3; The ambient air quality of cities outside the Pearl River Delta region meets the requirements of national standards, with the average annual concentration of inhalable particulate matter not exceeding 60 μ g/m3 and fine particulate matter not exceeding 35 μ g/m3.

　　Second, the key tasks

　　(1) Deepen the treatment of industrial sources and promote desulfurization and denitrification.

　　1. Further promote pollution reduction of power plants. Strengthen the emission reduction of sulfur dioxide in power plants, and no desulfurization bypass shall be set for new thermal power units. Before the end of 2014, all desulfurization facilities of coal-fired units in the province will cancel the flue gas bypass; We will promote the transformation of coal-fired units in the furnace desulfurization process, and upgrade the desulfurization facilities that cannot meet the emission standards stably. By 2015, the comprehensive desulfurization rate of all coal-fired thermal power units with a capacity of more than 125,000 kilowatts in the province will reach over 95%. Promote the project of nitrogen reduction and denitrification in power plants, and popularize the dry low-nitrogen combustion technology of gas-fired units. By the end of 2014, all the coal-fired thermal power units (excluding circulating fluidized bed boiler generating units) in service in the province with more than 125,000 kilowatts have completed the transformation of low-nitrogen combustion and flue gas denitrification, and the circulating fluidized bed boiler generating units that cannot stably meet the emission standards should increase the flue gas denitrification facilities, and the comprehensive denitrification efficiency will reach over 85%. From July 1, 2014, all coal-fired units in the Pearl River Delta region will implement the special emission limit of smoke and dust in the Emission Standard of Air Pollutants for Thermal Power Plants (GB13223—2011), and other regions will implement the emission limit of smoke and dust.

　　2. Comprehensively promote boiler pollution control. In strict accordance with the requirements of the Notice of the General Office of the People’s Government of Guangdong Province on Printing and Distributing the Action Plan for Total Emission Reduction of Major Pollutants in the Second Half of the Twelfth Five-Year Plan of Guangdong Province (Guangdong Government Office [2013] No.47), we will promote the pollution control of industrial boilers and complete the control task. Actively promote the central heating in industrial (industrial) parks, complete the central heating planning of industrial parks and industrial clusters in the whole province before the end of April 2014, cancel the highly polluting fuel boilers used in the central heating range, and accelerate the planning and construction of central heating projects in Dongguan, Zhaoqing, Zhongshan and other cities. Before the end of 2015, the industrial (industrial) parks with useful heat demand in the Pearl River Delta region will basically realize central heating, and the central heating volume in the province will account for about 30% of the total heating scale; Before the end of 2017, all the industrial (industrial) parks with useful heat demand in the province and the industrial clusters with useful heat demand in the Pearl River Delta region will realize central heating, and the central heating volume in the province accounts for about 80% of the total heating scale.

　　3. Strengthen comprehensive pollution control in other industries. We will promote the construction of nitrogen reduction and denitrification projects and high-efficiency dust removal facilities in the cement industry. The new dry-process cement clinker production line with a scale of more than 2,000 tons/day will complete the transformation of low-nitrogen combustion and flue gas denitrification as required, and the new dry-process cement clinker production line with a scale of less than 2,000 tons/day (excluding this number) will gradually implement the transformation of low-nitrogen combustion. Before the end of 2015, building ceramic kilns and flat glass manufacturers with a scale of more than 700,000 square meters/year and a fuel sulfur content of more than 0.5% must switch to clean energy or install flue gas desulfurization and efficient dust removal facilities. Flue gas desulfurization of iron and steel sintering machine, pelletizing equipment and petrochemical catalytic cracking unit was carried out, and the comprehensive desulfurization efficiency reached over 85%; Before the end of 2014, all petroleum catalytic cracking units in the province will be desulfurized, before the end of 2015, all steel sintering machines in the province will be desulfurized, and before the end of 2017, all steel sintering machines in the province will be denitrated.

　　(2) Reduce volatile organic compounds and focus on controlling ozone pollution.

　　1. Promote the emission control of volatile organic compounds from industrial sources. Focus on strengthening the comprehensive control of volatile organic compounds (VOCs) in petroleum refining and chemical industry, and fully popularize LDAR technology. Before the end of 2015, all petroleum refining enterprises in the Pearl River Delta region will apply LDAR technology, and before the end of 2017, all key enterprises in the province, such as petroleum refining enterprises, organic chemicals and pharmaceutical chemicals, will fully apply LDAR technology. Strengthen the comprehensive treatment of organic waste gas from petroleum refining, and install waste gas recovery or terminal treatment devices in production process units such as process exhaust, storage tanks, waste gas combustion towers (torches) and waste water treatment. By the end of 2015, the oil refining and chemical enterprises in the Pearl River Delta region will complete the comprehensive treatment of organic waste gas, and by the end of 2017, the oil refining and chemical enterprises in other regions will complete the comprehensive treatment of organic waste gas.

　　2. Implement emission control of volatile organic compounds in typical industries. Manufacturers of paints, inks, adhesives, pesticides, etc. should adopt closed integrated production technology, uniformly collect volatile organic waste gas and purify it, and the purification efficiency should be greater than 90%. Encourage the production and use of water-based, non-organic solvent-based and low-organic solvent-based products that meet environmental requirements, and increase the proportion of environmentally-friendly paints. Deepen the treatment of volatile organic compounds emission standards in printing, furniture, surface painting (automobile manufacturing), shoe making, container manufacturing, electronic equipment manufacturing and other industries. By the end of 2015, the Pearl River Delta region will complete key corporate governance tasks, and other regions will complete key corporate governance tasks by the end of 2017. Strengthen the emission control of volatile organic compounds during the storage, transportation and sales of oil (fuel oil and solvent), and install closed collection systems for storage tanks and vehicles. Before the end of 2014, the gas stations, oil storage tanks, tanker trucks and storage tanks of chemical enterprises in the province will complete the construction of oil and gas recovery control and online monitoring system for oil and gas recovery.

　　3. Carry out emission control of volatile organic compounds from domestic sources. Promote the use of water-based or low-volatile architectural coatings, wood paints and adhesives that meet the requirements of environmental protection in the building decoration industry, and gradually reduce the use of organic solvent-based coatings. All localities should establish a government green procurement system for coating products, and give priority to water-based or low-volatile products in government-invested projects. Eliminate open dry cleaning machines in clothing dry cleaning industry, and promote the use of closed dry cleaning machines equipped with refrigeration solvent recovery system. Strengthen the pollution control of cooking fume. Before the end of 2015, all catering enterprises and unit canteens that emit cooking fume in the urban built-up areas in the Pearl River Delta region will be equipped with efficient cooking fume purification facilities, and the normal utilization rate of the facilities will not be less than 95%; Before the end of 2017, all catering enterprises and unit canteens that emit fumes in urban built-up areas in other regions will install efficient fume purification facilities. Promote the use of high-efficiency and clean household range hoods. No open-air barbecue or open-air catering processing with oil fume is allowed in the main urban area of each city. At least one typical region is selected for listing at all levels to carry out online monitoring pilot of large-scale catering enterprises and establish a long-term supervision mechanism.

　　(3) Develop green transportation and reduce the pollution discharge of mobile machinery and equipment.

　　1. Strengthen urban traffic management. Implement the public transport priority development strategy, optimize the layout of public transport network, strengthen the construction of pedestrian and bicycle transportation systems, increase the proportion of public transport, pedestrian and bicycle trips, and reasonably control the number of motor vehicles. Vigorously implement the demonstration project for the promotion and application of new energy vehicles, and strive to reach more than 60% of the new buses in Guangzhou and Shenzhen every year. Accelerate the renewal of old vehicles in various industries and promote the use of new energy and clean energy vehicles. Vigorously develop green freight transportation, and promote drop-and-drop transportation. From January 1, 2015, logistics parks and cargo distribution centers in the Pearl River Delta region will use vehicles that meet the national emission standards above III to transport goods.

　　2. Improve the environmental protection entry threshold for new cars. Strengthen the management of new car registration and transfer of foreign vehicles, and carry out new car registration and transfer registration in strict accordance with the national catalogue of environmentally-friendly vehicles. Gradually improve the emission standards for new vehicles, and implement the national V light gasoline vehicle emission standards in the Pearl River Delta region and the national V diesel vehicle emission standards in the whole province ahead of schedule after approval by the state. Fully implement the fuel consumption limit standard and access system for road transport vehicles, and newly purchased vehicles that do not meet the limit standard shall not enter the road transport market.

　　3. Strengthen the prevention and control of vehicle pollution in use. Strengthen the capacity building of motor vehicle environmental protection supervision, fully implement the system of regular inspection and maintenance of motor vehicle environmental protection, establish and improve the information system of motor vehicle environmental protection inspection and supervision, and the data of motor vehicle environmental protection management in various places must be networked with the Provincial Environmental Protection Department. Before the end of 2014, the regular detection rate of environmental protection of motor vehicles in all localities should reach more than 80%. Increase the sampling inspection of motor vehicle parking places and roads. Accelerate the issuance of environmental protection inspection marks for motor vehicles. Before the end of 2014, the issuance rate of environmental protection inspection marks in the province should reach more than 90%. Vehicles that have not obtained environmental protection inspection marks and vehicles with excessive exhaust gas are not allowed to drive on the road. Before the end of 2015, we will complete the special action of the province’s overdue annual inspection of vehicles. If we fail to obtain the motor vehicle inspection mark within three consecutive motor vehicle inspection cycles after the expiration of the inspection validity period, we will be forced to scrap it according to law. Study on shortening the mandatory retirement period of taxis and encourage the replacement of efficient exhaust gas purification devices every year.

　　4. Accelerate the elimination of "yellow label vehicles". For vehicles that have reached the mandatory retirement age and have not gone through the retirement procedures, they shall be forcibly cancelled according to law and the license plate shall be declared invalid. We will fully implement the "yellow-label vehicle" restriction measures. By the end of 2015, the area of "yellow-label vehicle" restriction areas in cities in the Pearl River Delta region will account for no less than 40% of the urban built-up area, and the area of other cities will not be less than 30%. Promote the establishment of an electronic law enforcement system in the restricted area, and capture the "yellow label car" entering the restricted area in real time and punish it according to law. All localities should increase subsidies for the early elimination of "yellow-label vehicles", ensure that by 2015, the province will eliminate all "yellow-label vehicles" registered before the end of 2005, and basically eliminate all "yellow-label vehicles" in the Pearl River Delta region, and basically eliminate "yellow-label vehicles" in the whole province by 2017.

　　5. Accelerate the upgrading of oil quality. Since 2014, the province has fully supplied Guangdong IV vehicle gasoline and national IV vehicle diesel; Pay close attention to the release of Guangdong V oil product standards, and fully supply Guangdong V motor gasoline in the Pearl River Delta region before the end of 2014; Before the end of June 2015, Guangdong V motor gasoline and China V motor diesel were fully supplied in the province. Strengthen the supervision and inspection of oil quality, and gas stations shall not sell and supply substandard automobile gasoline and diesel oil.

　　6. Promote emission reduction of ships, ports and other mechanical equipment. Promote cooperation between Guangdong, Hong Kong and Macao to control pollution emissions from ocean-going ships. The newly-built cruise terminal in the Pearl River Delta region must be equipped with shore power facilities, and the newly-built container terminal with a tonnage of over 100,000 tons must be equipped with shore power facilities or reserve space and capacity for the construction of shore power facilities. Before the end of 2017, the province’s crude oil and refined oil terminals will complete the comprehensive management of oil and gas. Improve the energy consumption structure of ports, speed up the process of "changing oil into electricity" and "changing oil into gas" for mobile machinery, transport vehicles and trailers in ports, and encourage the pilot reform of liquefied natural gas (LNG) fuel power for ships. By the end of 2017, the "oil-to-electricity" work of RTG in major coastal and inland ports will be basically completed. From January 1, 2014, the national I marine engine emission standard will be implemented, and by the end of 2017, working ships and port management ships will basically use shore power when berthing. Strengthen the emission management of off-road mobile machinery, carry out environmental protection management of construction machinery, and promote the installation of air pollutant aftertreatment devices.

　　(four) to strengthen non-point source remediation, control dust and toxic gas emissions.

　　1. Strengthen construction and road dust pollution control. Popularize the prevention and control technology of construction dust pollution, and establish a dynamic information base of dust sources and an online monitoring system of particulate matter. Actively promote green construction, urge the construction unit to implement dust prevention and control measures such as closing the enclosure on the construction site, setting washing facilities, and hardening the road. Open operation is strictly prohibited. The construction site muck and powdery materials in the main urban area of each city should be gradually transported in a closed way and equipped with satellite positioning devices. Construction sites with a total construction area of more than 100,000 square meters must standardize the installation of dust video monitoring equipment. Actively promote low-dust operation methods such as mechanized cleaning of urban roads, popularize the new cleaning technology of "sucking, sweeping, flushing and harvesting", increase the frequency of road washing and cleaning, and effectively reduce the dust load on roads. Increase the intensity of road cleaning under unfavorable meteorological conditions and increase the number of sprinklers.

　　2. Remediation of dust pollution in the storage yard. Bulk material storage yard should be closed for storage or wind and dust suppression facilities should be built. For docks below 1000 tons (excluding this number), technologies such as dry fog and spray dust removal should be used to reduce the dust drift rate, and for docks above 1000 tons, the construction of wind and dust suppression nets and the transformation of closed transportation systems should be completed. For the wastes piled up for a long time, measures should be taken, such as covering green, paving, hardening and spraying dust suppressant or stabilizer regularly. Actively promote the comprehensive utilization of fly ash, slag and slag, and reduce the amount of stacking. By the end of 2015, the key port areas in the Pearl River Delta region will complete the task of comprehensive control of dust pollution, and by the end of 2017, all port areas in the Pearl River Delta region and other key port areas will complete the task of comprehensive control of dust pollution.

　　3. Strictly control the emission of toxic gases. According to the requirements, the demonstration project of dioxin emission reduction will be implemented in key industries such as renewable non-ferrous metal production, steelmaking production, waste incineration and cremation of remains in stages, and the supervision and monitoring of dioxins will be carried out regularly every year for waste incineration power plants. It is forbidden to burn substances that may produce toxic and harmful smoke and odor in the open air or use them as fuel. Take the emission control of toxic air pollutants as an important part of the EIA approval of construction projects. To study and formulate control standards for the emission of toxic and harmful substances such as mercury and lead from coal burning.

　　(five) strict environmental access, control the increase of atmospheric pollutants.

　　1. Strictly implement the EIA system. Improve the linkage mechanism between planning EIA and project EIA, strictly manage the EIA of major projects, and incorporate the fine particles and ozone standards into the planning EIA and related project EIA. Projects that have not passed the EIA review are strictly prohibited from starting construction and operation.

　　2. Strengthen total pollutant control. Improve the measures for the management of the total discharge of major pollutants in construction projects, and take whether the discharge of sulfur dioxide, nitrogen oxides, smoke dust and volatile organic compounds meets the requirements of total control as a prerequisite for the approval of environmental impact assessment. Accelerate the formulation of supporting policies for the total emission management of inhalable particulate matter and volatile organic compounds. Regional restrictions will be implemented in areas that have not completed the task of reducing the emission of major atmospheric pollutants. Except for livelihood projects, the approval of projects that discharge corresponding atmospheric pollutants will be suspended.

　　3. Implement pollutant reduction and substitution. For construction projects that emit sulfur dioxide and nitrogen oxides, the Pearl River Delta region will implement the substitution of 2 times the reduction of active sources, and other regions will implement the substitution of 1.5 times the reduction of active sources. For construction projects that emit inhalable particulate matter and volatile organic compounds, the Pearl River Delta region will gradually implement reduction substitution, and other regions will implement equivalent or reduction substitution.

　　4. Improve the air emission standards of key industries. According to the Announcement of the Ministry of Environmental Protection on Implementing Special Emission Limits of Air Pollutants (No.14, 2013), the construction projects of thermal power, steel, petrochemical, cement, nonferrous metal smelting, chemical industry and coal-fired boilers in the Pearl River Delta region will implement the national special emission limits of air pollutants, and the construction projects of steel, petrochemical and other industries in eastern Guangdong and western Guangdong will implement the national special emission limits of air pollutants.

　　(six) optimize the industrial layout and guide the development of industrial agglomeration.

　　1. Adjust the pattern of industrial development. Formulate the industrial development guidance catalogue of the main functional areas, establish and improve the access mechanism of key industries that adapt to the main functional areas, implement differentiated industrial policies, and scientifically guide the rational development and layout of the province’s industries. Focus on strengthening the scientific demonstration of the planning and site selection of heavily polluting enterprises such as steel, petrochemical and thermal power, and basically complete the environmental relocation, upgrading and transformation of heavily polluting enterprises such as steel, petrochemical, chemical, cement, flat glass and non-ferrous metal smelting and other enterprises whose pollution discharge cannot reach the standard stably in environmentally sensitive areas and urban built-up areas.

　　2. Promote the development of industrial agglomeration. Adhere to agglomeration development and regional overall coordination, give priority to the development of modern service industry in the Pearl River Delta region, accelerate the development of advanced manufacturing industry, and vigorously develop high-tech industries; Eastern Guangdong will speed up the transformation and upgrading of traditional industries and moderately develop heavy chemical industries; Western Guangdong focuses on the development of port-based heavy chemical industry and modern service industry; Northern Guangdong gives priority to the development of eco-tourism and moderately develops resource-based industries and low-pollution industries. Strict implementation of industrial park project access and investment intensity requirements, and actively promote the concentration of industries in the park. Newly-built projects in areas outside the Pearl River Delta, such as steel, petrochemical, cement, flat glass, non-ferrous metal smelting, chemicals and ceramics, should, in principle, enter industrial parks established in accordance with laws and regulations and with complete environmental protection facilities.

　　(seven) the development of green economy, eliminate compressed pollution production capacity.

　　1. Vigorously develop circular economy. Efforts will be made to promote the recycling transformation of characteristic industrial parks, promote the cascade utilization of energy, the exchange and utilization of waste, and the economical and intensive use of land, promote the recycling production of enterprises, the recycling development of parks, and the recycling combination of industries, and build a recycling industrial system. Promote the coordinated disposal of wastes in industrial furnaces and blast furnaces such as steel and cement, and promote the development of renewable resource utilization industries. By 2017, the energy consumption per unit of industrial added value will be reduced by more than 20% compared with that in 2012. More than 50% of all kinds of national parks and more than 30% of all kinds of provincial parks will be recycled, and the proportion of major non-ferrous metal varieties and steel recycling will reach more than 40%.

　　2. Fully implement cleaner production. Review cleaner production in key industries such as steel, cement, petrochemical, chemical and non-ferrous metal smelting, and implement advanced technological transformation of cleaner production in key areas and weak links of energy conservation and emission reduction. By 2017, the emission intensity of key industries will be reduced by more than 30% compared with 2012. Promote the innovation of products such as non-organic solvent-based coatings and pesticides, and reduce the emission of volatile organic compounds during production and use. Actively develop new varieties of slow-release fertilizers to reduce ammonia emissions during the application of chemical fertilizers.

　　3. Cultivate green environmental protection industries. Formulate and implement the development plan of environmental protection industry in the whole province, and establish and improve the policy system conducive to the development of environmental protection industry. Strengthen international exchanges and cooperation in energy conservation, environmental protection and green low-carbon technologies, vigorously promote the development of environmental protection technologies and industries, and actively develop environmental protection equipment manufacturing industry focusing on energy conservation and consumption reduction, pollution control and environmental monitoring. Promote the specialization, socialization and marketization of the construction and operation of air pollution control facilities, promote the socialization of environmental monitoring, promote the third-party control of air pollution, and actively cultivate environmental protection listed companies and key enterprises.

　　4. Strictly control the new production capacity of highly polluting industries. Formulate a list of highly polluting industrial projects that are stricter than national requirements, and clarify indicators such as resource and energy conservation and pollutant discharge. Establish a database of production capacity of high-pollution industries, strictly limit the new production capacity of "two high" (high energy consumption and high emission) industries, and replace the new, modified and expanded projects with equal or reduced production capacity. In the Pearl River Delta region, it is forbidden to build or expand heavy pollution projects such as steel, petrochemicals, cement (except for the purpose of treating municipal wastes), flat glass (except for special varieties of high-quality float glass projects) and non-ferrous metal smelting, and it is forbidden to build or expand coal-fired thermal power units and power stations owned by enterprises. Strict energy-saving evaluation and review system shall be implemented, and the energy consumption per unit product (output value) of new high-energy-consuming projects shall reach the domestic advanced level, and the energy-using equipment shall reach the first-class energy efficiency standard, and the energy consumption per unit product (output value) of new projects in the Pearl River Delta region shall reach the international advanced level.

　　5. Accelerate the elimination of backward production capacity. Complete the task of eliminating backward production capacity in key industries in the Twelfth Five-Year Plan one year ahead of schedule, and formulate policies and supporting measures for eliminating backward production capacity in 2015-2017 with wider scope and higher standards in combination with the actual industrial development and air quality in Guangdong Province, so as to further accelerate the elimination of backward production capacity. Enterprises that cannot be eliminated on schedule shall be forced to shut down according to law. For areas that fail to complete the elimination task on schedule, the procedures of approval, examination and approval, filing and other procedures for thermal power, steel, cement, petrochemical and other projects in this area will be suspended.

　　6. Reduce excess capacity. Promote the withdrawal of excess capacity in the "two high" industries with energy-saving and environmental protection standards, formulate support policies to promote the transformation and development of enterprises with excess capacity in the "two high" industries, encourage cross-regional and cross-ownership mergers and acquisitions of enterprises with outstanding industries, and further reduce excess capacity. Pay close attention to cleaning up illegal projects under construction in overcapacity industries, publish the list of illegal enterprises, and formulate rectification plans within a time limit. Illegal projects that have not yet started shall not be started; Those under construction should be ordered to stop construction immediately.

　　(8) Adjusting the energy structure and increasing the supply of clean energy.

　　1. Implement total coal consumption control. We will implement long-term target responsibility management for controlling the total coal consumption. By 2017, the proportion of coal in the province’s energy consumption will fall below 36%, and the Pearl River Delta region will achieve negative growth in total coal consumption. We will implement a linkage mechanism between new projects and total coal consumption control, and implement coal reduction substitution for coal-consuming construction projects. By burning clean coal, switching to clean energy and improving the combustion efficiency of coal, the total coal consumption in key industries will be reduced. Strengthen the capacity building of external power receiving channels, improve the spatial layout of power grids, and gradually increase the proportion of external power transmission.

　　2. Expand the scope of natural gas supply. According to the goal of full coverage of high-pollution fuel no-burn zone and basic gasification of key industrial parks, we will accelerate the construction of gas source projects. We will improve the planning of the province’s main natural gas pipeline network and the city’s natural gas pipeline network, and speed up the construction of natural gas pipeline projects. By the end of 2015, the natural gas pipeline network will reach the industrial parks with useful gas demand in the Pearl River Delta region, and by the end of 2017, it will reach the industrial parks with useful gas demand in the province and the industrial clusters in the Pearl River Delta region. Strive to reach 50 billion cubic meters of natural gas supply capacity by the end of 2017, forming a multi-source and multi-directional gas supply and distribution system. By the end of 2017, the Pearl River Delta region will basically complete the clean energy transformation tasks such as coal-fired boilers, industrial kilns, and natural gas from self-owned coal-fired power stations with a single unit of less than 100,000 kilowatts. New natural gas will give priority to the protection of residents’ lives or be used to replace coal-fired boilers and kilns, encourage the development of distributed energy efficient utilization projects of natural gas, and restrict the development of natural gas chemical projects.

　　3. Promote the use of other clean energy sources. Actively and orderly develop hydropower, develop nuclear power safely and efficiently, and accelerate the development of new and renewable energy sources such as geothermal energy, wind energy, solar energy, biomass energy and tidal energy. By 2017, the installed capacity of operating nuclear power units will reach more than 9.6 million kilowatts, and the proportion of non-fossil energy consumption will increase to more than 20%. Rationally arrange a number of biomass power generation projects, build waste incineration power generation facilities with high environmental protection standards, and build biogas utilization projects in combination with landfill sites, livestock and poultry farms and wastewater treatment facilities.

　　4. Improve the quality of industrial fuels. Strictly control the sulfur ash content of coal, control the sulfur content of coal in thermal power plants below 0.7%, control the sulfur content of coal in industrial boilers and kilns below 0.6%, and control the sulfur content of fuel below 0.8%. Improve the proportion of coal preparation in coal consumption. It is forbidden to import inferior coal with high ash content and high sulfur content, and the import of high sulfur petroleum coke is restricted. Apply and popularize clean coal utilization technology.

　　5. Strengthen the management of high-pollution fuel no-burn zone. From 2014, the built-up areas of national environmental protection model cities and the urban built-up areas in the Pearl River Delta region should be designated as high-pollution fuel no-burn areas, and the areas of other cities should reach more than 60% of the urban built-up areas; Before the end of 2017, all urban built-up areas in the province should be designated as high-pollution fuel no-burn zones, and the scope of no-burn zones should be gradually extended to the suburbs. It is forbidden to burn raw (loose) coal, washed coal, coal water slurry, honeycomb coal, coke, charcoal, coal gangue, slime, coal tar, heavy oil, residual oil and combustible waste in the no-burn zone. It is forbidden to directly burn highly polluting fuels such as biomass, diesel, kerosene, artificial gas and other fuels with excessive pollutant content, and it is forbidden to build, modify or expand combustion facilities such as boilers, kilns and heat conduction oil furnace that burn highly polluting fuels.

　　(9) Strengthen environmental law enforcement and improve the efficiency of environmental supervision.

　　1. Strengthen regulatory capacity building. Improve the provincial, city, county, township (street) four-level environmental supervision system, strengthen the construction of environmental monitoring team, and enhance the ability of environmental supervision. By the end of 2014, we will complete the task of building a vehicle emission supervision platform at the provincial and municipal levels. Strengthen the supervisory monitoring of pollution sources, include boilers with more than 20 tons of steam and volatile organic compounds emitting enterprises in typical industries into the scope of supervisory monitoring, and implement online monitoring of volatile organic compounds in key enterprises on a pilot basis.

　　2. Strengthen supervision and inspection. The environmental air quality indicators of all localities are incorporated into the evaluation index system of environmental protection. According to the assessment requirements of the state for air pollution prevention and control, the progress of work in all localities is regularly supervised and made public. Interview accountability for areas where work responsibilities are not implemented, project progress is lagging behind, and ambient air quality is unqualified.

　　3. Strictly punish environmental violations. Improve on-site inspections, cross-enforcement, joint enforcement, spot checks and other environmental law enforcement methods, strengthen law enforcement linkage and information sharing between environmental protection departments and relevant departments, and improve the cooperation mechanism for investigating and handling environmental violations. Highlight the key points of supervision, supervise and supervise key environmental issues in various places, and vigorously rectify air pollution. Resolutely ban unlicensed enterprises such as small refineries and small boilers, and focus on cracking down on behaviors such as excessive emissions of heavily polluting enterprises, irregular management of construction dust, and production and sales of unqualified oil products. Explore the evaluation of enterprise environmental credit and improve the construction of environmental credit system.

　　4. Improve the convergence mechanism of law enforcement. Strictly implement the Interpretation of the Supreme People’s Court and the Supreme People’s Procuratorate on Several Issues Concerning the Application of Laws in Handling Criminal Cases of Environmental Pollution (Fa Shi [2013] No.15), establish a law enforcement linkage mechanism between environmental protection departments and public security departments, improve the transfer, acceptance and filing of criminal cases of environmental pollution, and the consultation and supervision system for major cases, increase the comprehensive punishment for major environmental crimes according to law, severely punish illegal and criminal acts of environmental pollution, and further enhance the deterrent force of environmental law enforcement.

　　Third, safeguard measures

　　(ten) improve the coordination and early warning emergency mechanism.

　　1. Improve the coordination mechanism for prevention and control. Further improve the work mechanism of joint prevention and control of air pollution in the province and the regional cooperation mechanism of Guangdong, Hong Kong and Macao, hold regular meetings on air pollution prevention and control in the province, coordinate and solve major environmental problems and cross-city air pollution disputes, and guide all localities and relevant departments to establish unified air pollution prevention and control policies. All localities should establish a consultation and cooperation mechanism for joint prevention and control of air pollution with unified planning, unified monitoring, unified supervision, unified evaluation and unified coordination. Cities in the Pearl River Delta region should strengthen coordination and linkage to solve outstanding problems such as fine particles and ozone. All relevant departments should work together to fully support the prevention and control of air pollution according to their respective responsibilities.

　　2. Improve the monitoring and early warning system. Improve the province’s atmospheric environmental monitoring network, and all state-controlled atmospheric monitoring stations in cities above prefecture level will carry out monitoring as required. Environmental protection and meteorological departments should strengthen cooperation, establish and improve the monitoring and early warning system of heavy air pollution, and jointly promote air quality forecasting. Conduct early warning drills for heavy pollution weather on a regular basis, and complete the construction tasks of monitoring and early warning systems for heavy air pollution in the provinces, the Pearl River Delta region and Guangzhou before the end of 2014, and other cities in the Pearl River Delta region will complete the construction tasks of monitoring and early warning systems for heavy air pollution before the end of 2015.

　　3. Improve the emergency response mechanism. The provincial environmental protection department should take the lead in formulating and organizing the implementation of the emergency plan for heavy air pollution in the Pearl River Delta region as soon as possible, and announce it to the public in a timely manner. In order to go public at all levels, it is necessary to formulate emergency plans for heavy air pollution in the region, clarify the responsible subjects, organizations, job responsibilities, early warning and response procedures, safeguard measures, etc., and announce them to the public in a timely manner. Local governments should incorporate the emergency treatment of heavy air pollution into the emergency management system of local emergencies and implement the responsibility system of the main person in charge. Establish and improve the regional air pollution prediction and early warning mechanism of monitoring and forecasting-expert consultation-reporting for approval-response implementation. When heavy pollution weather is predicted, local governments should take emergency response measures in time and organize all relevant parties to carry out their work as required.

　　(eleven) improve the local regulations and technical standards system.

　　1. Improve laws and regulations. Revise the Measures for the Administration of Pollutant Discharge Permit in Guangdong Province in a timely manner, accelerate the formulation of the Regulations on the Prevention and Control of Air Pollution in Guangdong Province, improve the systems of total control, pollutant discharge permit, emergency warning and accountability, realize the organic connection between administrative law enforcement and criminal justice, and improve the compensation system for environmental pollution damage according to the principle of "whoever pollutes is responsible and pays more for more emissions".

　　2. Improve the standard system. Strengthen the preparation and revision of local standards in Guangdong Province, speed up the revision of the emission limit standards of atmospheric pollutants in Guangdong Province, formulate the limit standards of harmful substances in low-sulfur loose coal and products, coatings, inks and other products, clarify the emission standards of atmospheric pollutants for biomass briquettes and the emission standards of volatile organic compounds in key industries, establish the emission accounting system of volatile organic compounds in key industries, and strengthen the hard constraints of energy consumption and safety standards.

　　3. Strengthen technical support. Strengthen the basic research on haze, ozone formation mechanism, source analysis, migration law, etc., and carry out the study on the exposure-response relationship between air pollution and population health. Support the construction of Guangdong National Key Laboratory of Environmental Protection and encourage environmental protection enterprises to build engineering technology research and development centers and engineering research centers (laboratories). Actively develop products and equipment for desulfurization and denitrification, high-efficiency dust removal, volatile organic compounds control, diesel engine (vehicle) emission purification, environmental monitoring, etc., and popularize a number of advanced and practical technologies to solve regional compound air pollution problems.

　　(12) Improve environmental and economic policies.

　　1. Improve the price system of resources and environment. Give full play to the leverage of resource prices and guide enterprises to produce green and consume green in society. Study and formulate differentiated and stepped resource price policies, and implement electricity price support policies for existing thermal power units that have adopted new technologies to transform dust removal facilities. Implement the policy of high quality and good price for oil products, and encourage oil refining enterprises to accelerate the pace of upgrading oil products.

　　2. Increase fiscal and taxation support. At the provincial and local levels, the funds for pollution prevention and control are listed as a whole, and the forms of "replacing compensation with awards", "promoting prevention with awards" and "promoting governance with awards" are adopted to support the prevention and control of air pollution. We will fully implement the preferential fiscal and taxation policies for contracted energy management, and actively explore the integrated franchise mode of investment, construction and operation of pollution control facilities. We will improve the support policies for the collection and emission reduction of sewage charges, and gradually levy sewage charges for volatile organic compounds, dust from construction sites, gas stations and operating catering fumes.

　　3. Innovative environmental protection financial policies. Establish green credit, green securities and environmental pollution liability insurance systems, incorporate corporate environmental information into the bank credit information system, and strictly restrict environmentally illegal enterprises from obtaining loans or listing financing. Accelerate the pilot work of paid use and trading of emission rights and carbon emission rights such as sulfur dioxide.

　　(13) Improve the participation mechanism of the whole society.

　　1. Timely disclosure of environmental information. Since 2014, the provincial environmental protection department will regularly publish the air quality status and ranking of cities at or above the local level every month, and all state-controlled and provincial-controlled air quality monitoring stations in the province will release air quality information to the public in real time. All localities should establish a compulsory disclosure system for environmental information of enterprises in heavily polluting industries, promptly and proactively publish information such as environmental impact assessment approval of new projects, sewage charges, supervision and law enforcement penalties, pollutant discharge of key enterprises, operation of pollution control facilities, and regularly publish environmental credit rating results of key pollution sources.

　　2. Mobilize the whole people to participate. Actively carry out various forms of publicity, education and training, popularize scientific knowledge of air pollution prevention and control, advocate civilized, economical and green consumption patterns and living habits, and improve the enthusiasm of the public to participate in atmospheric environmental protection. Encourage the public to supervise and report air pollution by opening a hotline for reporting and hiring special supervisors for air pollution prevention and control, and support environmental protection social organizations and environmental protection volunteers to carry out social supervision activities.

　　Municipal governments at or above the local level shall, in accordance with this action plan, pay close attention to formulating specific implementation plans for the region, decompose and implement tasks, and submit the progress of air pollution prevention and control work in the previous year to the provincial government before March 31 each year.

　　BEIJING, Beijing, September 5 (Qiu Yu) The first Mid-Autumn Festival was ushered in after the introduction of the new moon cake standard. The new standard was formally implemented in December last year, and the Wuren moon cake, which has attracted much attention, is clearly defined.

　　After investigating the moon cake market, the reporter found that the high-priced gift boxes above 2,000 yuan still exist, and ordinary gift boxes below 300 yuan are more popular. Because the new standard is not mandatory, there are still old packaged moon cakes on the market.

　　Price — —

　　Overall, it is the same as last year. The mooncake gift boxes below 300 yuan sell well.

　　Many large supermarkets in Xicheng District of Beijing have put out mooncake gift boxes and bulk mooncakes. The reporter visited and found that the price of mooncake gift boxes ranged from tens of yuan to hundreds of yuan, and bulk mooncakes were mostly twenty or thirty yuan a catty, and some of them had promotions and discounts.

　　A supermarket shopping guide in Xicheng District said that from the recent sales of mooncake gift boxes, gift boxes with a price of one or two hundred yuan are the most popular.

　　The price of moon cakes sold online is also relatively close to the people. The reporter searched in JD.COM, Tmall and No.1 Store and found that the prices of the top 10 mooncake gift boxes were all within 200 yuan. Among them, the price of Tmall is lower than that of 100 yuan.

　　Phenomenon — —

　　Some high-end gift boxes are packaged three times the weight of moon cakes.

　　There are still high-priced mooncake gift boxes on the Internet, but the sales volume is generally low.

　　JD.COM, Tmall and No.1 Store all have mooncake gift boxes with a price of more than 2,000 yuan on sale. A three-story mooncake gift box costs more than 2600 yuan, and the price per gram of mooncake is more than 10 times that of ordinary mooncakes. Online customer service said that "brand" has raised the price of moon cakes to some extent.

　　Another online salesperson of a high-end mooncake gift box said that in addition to the delicious mooncakes themselves, "packaging" is also the reason for the higher price of the gift box. According to the person, the net weight of the moon cakes in the gift box is more than 3 kg, and the total weight of the package is 12 kg. "The packaging material is tinplate, and the appearance is very high-end."

　　However, the sales of high-end moon cakes online are flat. Take Tmall as an example. The monthly turnover of the top 10 mooncake gift boxes is less than 20, of which 6 are zero.

　　Discover — —

　　The new standard is not mandatory, and there are still old packaged moon cakes on sale.

　　The reporter noticed that some of the mooncakes on sale in the market have been printed with the product standard number "GB/T 19855", and some mooncakes are still packaged with the old version of the "GB 19855" standard.

　　China Bakery and Sugar Products Industry Association explained in the report "Development Trend of National Mooncake Industry in 2016" that the new standard is recommended and not mandatory. For example, enterprises that implement this standard need to carefully study the revision of the standard and do a good job in the implementation of the standard.

　　After changing to recommended standards, does it mean that the industry standards have been relaxed? Guo Yaping, deputy director of Beijing Daoxiang Village Food Factory, believes that although it is a recommended national standard, enterprises should strictly implement the contents mentioned in the standard if they choose to adopt this standard and print new product standard numbers on the packaging.

　　If the enterprise chooses to implement the new standard, what will happen to the packaging printed with the standard number of the old product?

　　Guo Yaping said that the cost of a mooncake packaging box ranges from a few yuan to a dozen yuan, and throwing it away in large quantities will cause waste. For the old packaging in stock, Daoxiang Village adopts the form of adding new labels as a whole, covering the original labels. The new packaging adopted the new product standard number from the time of printing.

　　Popular science — —

　　Wuren moon cake has a strict definition: five kinds of nuts must be collected.

　　In terms of types, the styles of mooncakes sold this year have increased. The new standard adds six categories of moon cakes: Chaozhou moon cakes, Yunnan moon cakes, Jin moon cakes, Qiong moon cakes, desktop moon cakes and Harbin moon cakes.

　　In view of the most concerned Wuren moon cake, the new standard puts forward that "the moon cake filled with five main raw materials, such as walnut kernel, almond, olive kernel, melon seed kernel and sesame seed, can be called Wuren moon cake".

　　This definition immediately caused controversy: Does Wuren moon cake have to contain the above five kinds of nuts?

　　In this regard, the Pastry Sub-technical Committee of the National Baking Products Standardization Technical Committee explained in the letter that the word "equal" refers to the use of the above five kinds of nuts in the ingredients of Guangdong Wuren moon cake.

　　Guo Yaping said that according to the understanding of the above letter, whether it is a five-kernel moon cake with olive kernels in the south or a five-kernel moon cake with pine nuts in the north, as long as it is processed with more than five kinds of nuts such as peach kernel and almond, it can be called five-kernel moon cake.

　　She said that moon cakes are traditional foods and are produced all over the country. The promulgation and implementation of the new moon cake standard not only standardizes the production behavior of the moon cake industry, but also encourages the inheritance and innovation of traditional food culture.

　　Industry observation — —

　　The cost increases. Why didn’t the mooncake manufacturers raise their prices significantly?

　　A person in charge of a moon cake company revealed that the prices and labor costs of raw materials such as edible vegetable oil, white sugar and nuts have risen this year, leading to an increase in the cost of moon cakes.

　　"The price of white sugar is fluctuating and rising," said Sun Yue, an analyst with Zhuo Chuang Information. Taking Guangxi sugar as an example, the average ex-factory price in August was 5,870 yuan/ton, up 15% compared with the same period last year.

　　Li Wenqian, an analyst at Zhuo Chuang Information, said that due to the increase in peanut prices in the first half of this year, the first-grade peanut oil squeezed by manufacturers has increased by about 1000 yuan/ton compared with the same period of last year, with a year-on-year increase of about 7.41%.

　　Although the cost has increased, some enterprises have not significantly increased the price of moon cakes.

　　Guo Yaping said that Daoxiang Village has a product price management strategy and process method, and the price adjustment will only be carried out when the price fluctuation of raw materials exceeds a certain proportion of the cost. Although the cost of raw and auxiliary materials for moon cakes has increased, it has not yet reached the prescribed proportion, so the price remains basically unchanged this year.

　　China Bakery and Sugar Products Industry Association pointed out in the report that it is expected that the sales price of mooncake retail market will be basically the same as last year, or increase slightly, despite the rising prices of some raw materials and labor costs this year.

　　According to the report, when the mooncake industry continued to decline in 2013 and 2014, most enterprises optimized and adjusted their product structure, ensuring reasonable profits and making prices more reasonable and popular.

Original Zhiyuan Xin Zhiyuan Xin

Zhiyuan Xin reports.

Editor: editorial department

[Introduction to Zhiyuan Xin] Grok of xAI opened its source as scheduled after seven days! Open the code behind Grok and let Musk slap his face at OpenAI. There are 8 MOEs with 314 billion parameters, and the weight structure is fully open. As soon as the project is launched, it has already snapped up 6k stars on GitHub.

When it comes to doing it, Grok of Musk xAI is really open source as scheduled!

Just now, xAI officially released the weight and architecture of the 314 billion parameter hybrid expert model Grok-1.

With a parameter of 314 billion, Grok-1 has become the largest open source LLM so far, four times that of Llama 2.

At present, xAI has not disclosed more information about Grok-1.

The information released by official website is as follows-

-The basic model is trained on a large amount of text data and has not been fine-tuned for any specific task.

The MoE of the-314B parameter has a weight of 25% that is active on a given token.

-In October, 2023, xAI started training from scratch using a custom training stack based on JAX and Rust.

Once online GitHub, Grok snapped up 6k stars and 586 Fork.

Project address: https://github.com/xai-org/grok-1.

Musk did not forget to ridicule OpenAI, "Tell us more about the" open "part of OpenAI …"

The new york Times commented that the original code behind the open source Gork is an upgrade of the future battle that the richest man in the world controls AI.

Will open source make technology safer or will it make it more abusive?

Musk, an "open source supporter", set an example and got involved in this heated debate in the AI community, and gave the answer with actions.

Xiao Zha also commented on Grok just now. "It didn’t really impress people. There are too many parameters of 314 billion. You need a bunch of H100, but I have already bought it."

A magnetic chain, the world’s first largest model open source.

This time, xAI open source Grok-1 is licensed by Apache-2.0, so users can freely use, modify and distribute the software.

The repository contains JAX sample code for loading and running the Grok-1 open source weight model.

Users need to download checkpoint, put the ckpt-0 directory in checkpoint, and then run the following code to test:

pip install -r requirements.txtpython run.py

This script will load the checkpoint and the samples in the model on the test input.

Because the model is large and the parameters reach 314B, a computer with enough GPU memory is needed to test the model with sample code.

Moreover, because the implementation efficiency of MoE layer in this repository is not high, this implementation is chosen to avoid the need to customize the kernel to verify the correctness of the model.

Through the Torrent client and the following magnetic link, you can download the weights.

magnet:? xt=urn:btih:5f96d43576e3d386c9ba65b883210a393b68210e&tr=https%3A%2F%2Facademictorrents.com%2Fannounce.php& tr=udp%3A%2F%2Ftracker.coppersurfer.tk%3A6969&tr=udp%3A%2F%2Ftracker.opentrackr.org%3A1337%2Fannounce

More details

Andrew Kean Gao, a Stanford researcher, browsed model.py and introduced more information about the architecture of Grok. There are no additional clauses for the 314 billion parameters.

8 mixed experts (2 active experts), 860B active parameters. It uses rotation embedding instead of fixed position embedding.

-tokenizer vocabulary: 131,072 (similar to GPT-4) is equivalent to 2 17.

-Embedded size: 6144(48*128)

-Transformer layer: 64 (each layer has a decoding layer: multi-head attention block and density block)

-Key size: 128

Multi-head attention module: there are 48 query headers and 8 key values.

Dense block (dense feedforward block):

-Width factor: 8

-The hidden layer size is 32768.

Each token selects 2 out of 8 experts.

The embedding size of the rotation position is 6144, which is meaningful, and it is the same as the input embedding size of the model.

-Context length: 8192 token

-Accuracy: bf16

Finally, attach a summary map.

Netizen: Open source battle is coming.

The AI community is already boiling!

The technical community points out that the highlight of Grok is the use of GeGLU and normalization method in the forward feedback layer, and the use of interesting sandwich norm technique.

Even OpenAI employees have expressed their strong interest in Grok.

Jim Fan, a senior scientist in NVIDIA, said, "The largest open source model in history was trained by a world-class team and released through the magnetic chain Apache 2.0.

314B parameter, mixed expert model (8 experts and 2 active). Even the active parameter scale (86B) exceeds the largest Llama model. I can’t wait to see the benchmark results and what kind of applications people can build with it. "

Sebastian Raschka, an AI researcher, said that Grok is more open-source than other open-source modular models that usually have restrictions on use. However, it is less open source than Pythia, Bloom and Olmo, which provide training code and reproducible data sets.

Boris Dayma, the founder of Craiyon, analyzed the code of Grok-1 in detail.

Netizen indigo said that in order to "understand the universe", it seems that the xAI team deliberately set the parameter as "pi 314B", which is the largest open source model at present. It is expected that Llama 3 will join Grok’s open source battle in June this year.

After Grok opened the source, a big wave of fine-tuning is coming.

The first generation Grok has surpassed Llama-2-70B.

In November, 2023, xAI launched its first generation of big language model, Grok, and formally joined the big model war.

At that time, Grok used Twitter as part of the "Premium+" subscription service, with a monthly fee of $16.

XAI said that Grok’s design was inspired by The Hitchhiker’s Guide to the Galaxy, which can answer almost all questions and help people pursue understanding and knowledge regardless of background or political stance.

Grok’s original version, Grok-0, had 33 billion parameters, and then xAI introduced Grok-1, which was improved several times to support the Grok chat robot on X.

According to the data released by xAI, in a series of benchmark tests such as GSM8K, HumanEval and MMLU, Grok-1 outperformed LLMA-2-70b and GPT-3.5, although it was far from GPT-4.

At that time, Grok was not only able to handle the user content generated in real time on the X platform, but also had a little sense of humor, which injected a little vitality into the simple AI.

While providing information about the latest hot events (whether political or sports), it can also be clever and even occasionally sarcastic.

Why did Musk choose open source?

After mocking OpenAI as "CloseAI" several times, Musk really chose to open his own big model.

Of course, there must be commercial considerations behind this.

As a market leader, OpenAI has no reason to open source the model code behind ChatGPT.

Now, by releasing Grok’s code, Musk firmly rooted himself in the latter camp. This decision may make his xAI surpass Meta and Mistral AI.

Llama’s open source has brought many benefits to Meta, and almost made Xiaozha climb out of the quagmire of the meta-universe.

Mistral AI, which is just a small start-up, is also famous for its open source strategy and is recognized by the industry as "OpenAI in Europe".

The open source version may encourage developers and potential customers to adopt their own models more quickly, which actually plays a marketing role.

The feedback and improvement from the developer community on the open source version of Grok may also help xAI to speed up the development of new versions, which can choose to open source or keep exclusive rights.

For example, like Mistral, it promises to continue to release open source versions while retaining the most advanced models for paying customers.

Musk has always been a supporter of open source technology. Even Tesla has opened the source code of some parts of the car, and his social media platform X has published some algorithms for content ranking.

"There is still work to be done, but this platform is by far the most transparent, truth-oriented and not a high threshold platform," Musk said today in response to comments on the open source X recommendation algorithm.

Although OpenAI is still far ahead in the AI field, the war between open source and closed source is far from over.

Should the AI model be open source? Some people think that this powerful technology must be protected from intruders, while others insist that the advantages of open source absolutely outweigh the disadvantages.

As a market leader, OpenAI has no reason to open source the model code behind ChatGPT.

Now, by releasing Grok’s code, Musk firmly rooted himself in the latter camp.

This decision may enable his xAI to finally surpass Meta and Mistral AI.

References:

https://x.ai/blog/grok-os

here's your DEEP DIVE into @grok's architecture!
I just went through the https://t.co/8Y5cjeImg6, for this 314B open source behemoth with *no strings attached*.

👇🧵 pic.twitter.com/CraHKGqILe

— andrew gao (@itsandrewgao) March 17, 2024

https://www.wired.com/story/elon-musk-no-choice-open-chatbot-grok/

Original title: "Musk faces OpenAI, the world’s largest Big Mac model Grok-1 is open source! 314 billion parameters, 8 MoE, GitHub madly took 6k stars "

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