• <tr id="yyy80"></tr>
  • <sup id="yyy80"></sup>
  • <tfoot id="yyy80"><noscript id="yyy80"></noscript></tfoot>
  • 99热精品在线国产_美女午夜性视频免费_国产精品国产高清国产av_av欧美777_自拍偷自拍亚洲精品老妇_亚洲熟女精品中文字幕_www日本黄色视频网_国产精品野战在线观看 ?

    基于雙碳戰(zhàn)略目標的乘用車動力總成多元化技術(shù)路線研究

    2024-06-12 01:36:24李金成韓令海曲函師姜明慧王永軍
    汽車文摘 2024年6期
    關(guān)鍵詞:技術(shù)路線碳中和碳達峰

    李金成 韓令海 曲函師 姜明慧 王永軍

    Research on Diversified Technical Routes for Passenger Car Powertrains Based on Dual Carbon Strategic Goals

    Li Jincheng, Han Linghai, Qu Hanshi, Jiang Minghui, Wang Yongjun

    (Global R&D Center, China FAW Corporation Limited, Changchun 130013)

    【Abstract】The strategic objectives of "carbon peaking" and "carbon neutrality" have brought significant challenges for reducing carbon emissions from passenger cars. Therefore, formulating a technical route for carbon reduction in passenger vehicles is a crucial task for the future sustainable development of the automotive industry. Firstly, it involves analyzing data on new passenger car production, stock and scrap rate up to 2060, as well as carbon intensity data of electricity industry. Subsequently, the carbon emission data from various power sources for passenger cars is compiled. An analysis model is then established, along with evaluation dimensions and indicators, to assess passenger cars with different power sources. Finally, the analysis focuses on the sensitivity of individual power technologies in reducing carbon emissions. The findings indicate that pure electric vehicles (EVs), plug-in hybrids (PHEVs), and hybrid electric vehicles (HEVs) play a pivotal role in rapidly reducing carbon emissions to achieve "carbon peaking". Additionally, carbon-neutral fuel power and fuel cell vehicle technologies demonstrate advantages in achieving "carbon neutrality". In conclusion, achieving "carbon peaking" and "carbon neutrality" in powertrains requires a combination of multi-source technology pathways within specific timeframes for implementation. Furthermore, transitioning policies and regulations from "double credit" to"carbon credit" based on technology neutrality is essential to realize the dual-carbon technical route for passenger cars.

    Key words: Carbon peaking, Carbon Neutrality, Powertrain, NEV, Technical Route

    【歡迎引用】 李金成,韓令海, 曲函師,等. 基于雙碳戰(zhàn)略目標的乘用車動力總成多元化技術(shù)路線研究[J]. 汽車文摘,2024(XX): 1-11.

    【Cite this paper】 LI J C, HAN L H, QU H S, et al. Research on Diversified Technical Routes for Passenger Car Powertrains Based on Dual Carbon Strategic Goals[J]. Automotive Digest (Chinese), 2024(XX):1-11.

    【摘要】“碳達峰”與“碳中和”戰(zhàn)略目標為乘用車減碳帶來巨大挑戰(zhàn),因此制定乘用車減碳技術(shù)路線是未來汽車產(chǎn)業(yè)可持續(xù)發(fā)展的戰(zhàn)略任務。首先,分析從現(xiàn)在到2060年乘用車新車產(chǎn)量、存量和報廢率數(shù)據(jù)以及電力行業(yè)碳排放強度數(shù)據(jù)。然后,梳理了乘用車不同動力源碳排放數(shù)據(jù),建立不同動力源乘用車碳排放分析模型、評價維度和評價指標。最后,分析了單一動力技術(shù)減碳敏感性。結(jié)果表明,純電動汽車、插電式混合動力汽車和混合動力汽車技術(shù)在快速降低乘用車碳排放實現(xiàn)“碳達峰”進程中扮演重要角色,碳中性燃料動力和燃料電池汽車技術(shù)在實現(xiàn)“碳中和”進程中更具有優(yōu)勢。研究認為實現(xiàn)“碳達峰”和“碳中和”動力總成需要多源化技術(shù)路線組合及相應的技術(shù)導入窗口期,基于技術(shù)中立的從“雙積分”到“碳積分”政策法規(guī)的轉(zhuǎn)變是實現(xiàn)乘用車“雙碳”技術(shù)路線的重要保障。

    關(guān)鍵詞:碳達峰;碳中和;動力總成;新能源汽車;技術(shù)路線

    中圖分類號:U461.8; U469.72; ?文獻標志碼:A ?DOI: 10.19822/j.cnki.1671-6329.20230279

    Abbreviation

    EV ? ? Electric Vehicle

    HEV ? ? Hybrid Electric Vehicle

    PHEV ? Plug in Hybrid Electric Vehicle

    FCV ? ? Fuel Cell Vehicle

    CAFC ? Corporate Average Fuel Consumption

    PC ? ? ? Passenger Car

    CCUS ? Carbon Capture, Utilization & Storage

    ICE ? ? Internal Combustion Engine

    H-ICE ? Hydrogen Internal Combustion Engine

    N-ICE ? NH3 Internal Combustion Engine

    SOC ? ? State Of Charge

    REEV ? Range Extend Electric Vehicle

    BTE ? ? Brake Thermal Efficiency

    0 Introduction

    As greenhouse gas emissions especially CO2 emission continue to rise in recent decades, climate change has become an increasing major concern among the large economies of the world. In 2021, the total carbon emissions made by human being exceeded 36.3 Gt worldwide[1], carbon emissions from China reached 10 Gt[2] . "Carbon Peaking" and "Carbon Neutrality" have become the common social responsibility of the world and will reshape the landscape of energy-related industries. As such, the transport sector, especially in China, is likely to be one of the most affected sectors.

    Transportation sector in China, like many other sectors including commercial vehicles and passenger cars, plays an essential role in reaching the carbon peaking and carbon neutrality goals nationwide as automotive industry has been growing with booming economy. To address dual carbon strategic goals in the transportation sector, especially for passenger cars, automotive industry across the country has continuously made solid efforts developing a wide variety of powertrains and electric drive systems for energy-saving vehicles and New Energy Vehicles (NEVs) [3], including Hybrid Electric Vehicles (HEVs),Plug in Hybrid Electric Vehicles (PHEVs), Electric Vehicles (EVs) and Fuel Cell Vehicles (FCVs). Currently, thanks to the plenty of dual carbon related policies at the national level, variety of technical routes for powertrains and electric drive systems of low carbon vehicles and zero emission vehicles, which contribute a great deal to a low carbon society in China, have come into being exist. In the meantime, low carbon fuels and carbon neutral fuels are also under intense research for future application to contribute to low carbon powertrains. Chinese NEV market continues to grow with penetration rate of 29.5% in 2023, and dominate the NEV market around globe[4].

    In such context of complex, diversified powertrains and electric drive systems both for energy saving vehicles and NEVs, it is necessary to quantitative evaluate the individual powertrain and electric drive system technology and to obtain in-depth comparison and understanding for different powertrains and electric drive system technologies within the same boundary conditions, in terms of carbon peak value, cumulative carbon emission value, carbon reduction rate and carbon neutral value.

    This paper analyzes the data of current stock, production as well as scrap rate of Passenger Cars (PC) up to 2060, utilizing the carbon emission intensity data of the electric power generation industry, bringing the deep insight into the carbon emission data of passenger cars with diversified powertrains. To perform in-depth analysis passenger car carbon emission, an analysis model with diversified powertrains, evaluation dimension and evaluation index are created so as to analyze the decarbonization sensitivity of individual powertrain technologies.

    1 Carbon Emission Targets for Passenger Cars

    According to research of the Institute of Climate Change and Sustainable Development in Tsinghua University, Chinas peak carbon emissions in 2030 are estimated to be around 11 Gt, a 10% increase from 2020. By 2060, carbon-neutral emissions are expected to be 2 Gt, decreased by 82% compared to 2030[5], as shown in Fig. 1.

    As a significant source of carbon emissions, the automobile industry must achieve carbon peak and neutrality targets of 10% and 82% of total carbon emissions by 2030 and 2060, respectively. The annual carbon emissions from the transportation sector in China are currently about 1 000 Mt and are projected to reach 1 100 Mt by 2030. If the rate of carbon emission reduction in the transportation sector matches that of the entire country, annual carbon emissions are projected to decrease from ?1 100 Mt to 200 Mt between 2030 and 2060. The overall carbon emission budget is about 30.6 Gt, as shown in Fig. 2.

    The PC sector in China exhibits similar trends. According to the data from the National Bureau of Statistics, in 2022, PC ownership in China reached 278 million units[6], an increase of 105% compared to 2015, as shown in Fig. 3.

    In the meantime, the overall gasoline consumption increased by only 22.7%, from 95 Mt in 2015 to about 110 Mt after 2018, as shown in Fig. 4. The carbon emissions based on the fuel used amount to about 340 Mt over 5 consecutive years (Fig. 5). The total carbon emissions in the vehicle use stage reach about 410 Mt when considering the carbon emissions from the fuel production cycle. Carbon emission of PC sector is up to peak.

    If the carbon emissions from the manufacturing cycle and electric vehicles are combined in a given year, the total carbon emissions amount to about 590 Mt, steadily increasing and projected to reach 650 Mt by 2030. If the PC sector also follows the same decreasing speed as the overall transportation sector, carbon emissions will decrease to about 130 Mt in 2060, achieving carbon neutrality. The overall carbon emission budget is approximately 18.3 Gt, as shown in Fig. 6.

    To achieve the above targets, the first challenge for the PC sector is how to reach carbon peak before 2030. By 2020, the number of PC ownership in China had already reached 240 million units. By 2030, PC ownership is expected to increase to 350 million units, reflecting a 46% increase as illustrated in Fig. 7.

    Fig. 7 shows that PC ownership is still increasing. Even if EVs are rapidly introduced from now on and ICE car production is completely stopped in 2030, the ownership share of ICE cars will still be more than 58%. Therefore, to achieve carbon neutrality the increasing overall ownership of PCs, the growth of new car production, and the continued ownership of ICE cars pose a significant challenge for the automotive industry in China.

    Fig. 6 shows that in order to achieve carbon neutrality, the overall PC market, including used and new cars, must reduce carbon emissions by about 17.3 Mt each year starting from 2030. This implies that approximately 14 million units of used cars would need to be scrapped without any new car production. This is a significant challenge, especially when considering that the current annual production volume of passenger cars is about 20 million units in China. Achieving carbon neutrality appears to be very challenging under these circumstances. Thus, a quantitative analysis of various PC powertrain technical routes is necessary to determine the most appealing technical routes.

    2 Boundary Condition Settings and Analysis Modeling

    In order to obtain credible analysis results, reasonable boundary conditions have to be set up in advance. All the boundary conditions are based on current real PC market sales data and authoritative predictive data for future market, but relatively conservative data are used.

    The first boundary condition is the prediction on future PC sales volume[7], shown in Fig. 8.

    According to Fig.8, the maximum annual PC sales volume is projected to reach about 25 million units in 2040, after which the sales volume will stabilize. This prediction is somewhat conservative compared to the most radical estimate of about 40 million units in annual PC volume, but it is the most reasonable forecast considering the current situation. Besides, conservative predictions can provide a more fundamental technical route compared to radical predictions, which may require additional decarbonization solutions such as Carbon Capture, Utilization & Storage (CCUS), exceeding the capabilities of the vehicle industry. Fig. 9 shows the boundary condition of the annual scrap ratio of ownership vehicles.

    Fig.9 shows that the current scrap ratio is only about 1%, which is relatively low compared to advanced automobile markets like America, Europe, and Japan, where it typically ranges from 5% to 7%. But with the rapid development of the Chinese PC market, we predict that the scrap ratio will reach about 5.5% by 2040 and then stabilize.

    Fig. 10 displays the forecast of annual total PC ownership, which is based on current PC ownership, annual production volume, and annual failure rate. Fig. 10 shows that the maximum overall PC ownership will increase from 240 million units in 2020 to about 450 million units in 2038. Afterward, PC ownership is expected to stabilize[7].

    One of the most important boundary conditions is the mean carbon emission intensity of the electricity industry. As a matter of fact, this boundary condition will determine the overall speed of carbon emission reduction from a manufacturing perspective. It will not be influenced by the automobile industry itself, but rather by the power generation industry. The proportion of renewable energy in power generation will play the most crucial role. As shown in Fig. 11, the predicted average carbon emission reduction rate is about 13 g/kW·h each year, which is expected to increase from about 2% in 2021 to 9% in 2060[8].

    Because carbon emissions in the manufacturing process play a significant role from a life cycle perspective, it is necessary to establish a starting point for carbon emissions in the manufacturing cycle of various types of vehicles, including ICE, EV, PHEV, FCV, and carbon-neutral ICE vehicles (especially hydrogen ICE vehicles). The starting point is 2020. The carbon emission reduction rate after 2020 is defined to be the same as the carbon reduction rate of the power generation industry, starting at 2% in 2021 and increasing to 9% by 2060. Fig. 12 shows the starting point of carbon emissions in the manufacturing cycle of various types of vehicles.

    Other assumptions for this quantitative analysis are as follows:

    (1) Carbon emissions from the scrap cycle are not included. This is because the current scrap ratio is still very low, so there is no accurate data that can be used.

    (2) Carbon emission data from the vehicle manufacturing cycle are used as current emission data and should not be averaged over the vehicles life cycle. This assumption is also reasonable. When a car is rolling out of the production line, the carbon emissions for this car are also generated at the same time.

    (3)The carbon emission reduction rate for the manufacturing cycle and fuel production is set to be the same as the carbon reduction rate for the power generation industry.

    (4) The carbon emissions from the combustion of 1 kg of gasoline are 3.16 kg.

    Based on the above boundary conditions and assumptions, an analysis model is set up, as shown in Fig. 13.

    3 Quantitative Analysis of Technical Route for Individual PC Powertrain

    The purpose to do individual PC powertrain technology analysis is to obtain very clear relative comparison results under the premise of the same boundary condition, the absolute analysis results will vary along with the variation of the boundary conditions.

    There are 4 evaluation indexes utilized for the quantitative analysis, including carbon peak value, cumulative carbon emission value (carbon budget), rate of reduction and carbon neutral value, shown in Fig. 14.

    3.1 Pure ICE Technical Route

    It is common knowledge that a pure ICE technical route cannot achieve carbon neutrality because it relies on fossil fuels. However, it can serve as a foundation for quantitative analysis in other technical routes. Fig. 15 shows the analysis results of the ICE technical route. The carbon peak value in 2030 is 649 Mt, almost the same as the peak value target shown in Fig. 6. The overall cumulative carbon emissions are about 24 Gt, which is approximately 31% higher than the target of 18.3 Gt. The carbon neutral value is 467 Mt, which is 359% of the target value. The annual carbon emission reduction rate is only ? ? ? 5.9 Mt, whereas the required value is 17.3 Mt.

    As a result, the ICE roadmap can only achieve the carbon peak target, while all other targets cannot be met.

    3.2 Carbon Neutral ICE Technical Route

    A new assumption for carbon neutral ICE technical route is that it will be introduced starting in 2025 and is projected to reach 80% of the overall ownership by 2050. Additionally, it is anticipated that 20% of fossil fuel will still be utilized after 2050. Please refer to Figure 16 for details. Considering that additional development is necessary compared with a pure ICE technical route, the vehicle cycle carbon emissions have increased from 7.5 t to 8 t. Simultaneously, the carbon emissions from carbon-neutral fuel production have also increased by 20%.

    Based on above assumptions, the analysis results of carbon neutral technical route are shown in Fig. 17.

    Fig. 17 indicates that carbon neutral ICE technical route can achieve all the carbon targets outlined in Fig. 6. The premise to achieve a carbon-neutral ICE technical route is to secure an adequate supply of carbon-neutral fuel. This primarily depends on renewable electricity generation and carbon capture technologies. Consequently, carbon-neutral fuel is anticipated to be more costly than fossil fuel initially. However, the cost can decrease as renewable electricity generation capacity rapidly expands.

    Furthermore, the greatest benefit of the carbon-neutral technical route is that it allows for the retention of current development and production capabilities, as well as gas stations, thereby avoiding significant carbon emissions. Consequently, it represents a promising technical route.

    3.3 Hydrogen ICE Technical Route

    Hydrogen is an ideal fuel from the perspective of combustion speed and carbon emissions. However, on the flip side, it poses challenges in terms of storage. Additionally, there will still be some NOx emissions when the engine is running in lean combustion mode. Hydrogen storage in passenger cars is crucial because high-pressure hydrogen tanks are not only more expensive but also take up a lot of space.

    If hydrogen ICE is introduced starting in 2030 and the proportion of hydrogen ICE reaches 100% by around 2045, as shown in Fig. 18, the carbon emissions from vehicle manufacturing cycles will increase from 7.5 t to 9.5 t. When factoring in the current expensive high-pressure tank, the analysis results are presented in Fig. 19.

    Fig. 19 shows that compared with the carbon-neutral ICE technical route, the hydrogen technical route can achieve a carbon-neutral value of 61 Mt, which is even lower than that of the carbon-neutral fuel technical route. Additionally, it can meet the targets of carbon peak value and carbon accumulation value.

    The main issue with the hydrogen ICE technical route is that the carbon reduction value exceeds the target, especially in the short and medium term before 2040. This is primarily due to the high cost of the high-pressure hydrogen storage tanks.

    3.4 HEV Technical Route

    Here, HEV refers to vehicles equipped with a specially developed hybrid engine with Brake Thermal Efficiency (BTE) exceeding 41% and a dedicated hybrid transmission with 2 or more electric motors for electric generation, driving the wheels, or energy recuperation. Compared to pure ICE vehicles, HEVs consume 30% to 40% less fuel. The carbon emissions from the vehicle manufacturing cycle are set at 8.5 t/Unit, which is 1 t higher compared with pure ICE vehicle.

    The market share variation of HEV versus ICE is illustrated in Fig. 20.

    Based on above boundary conditions, the analysis results of HEV technical route is shown in Fig. 21.

    Fig. 21 shows that the carbon neutral value is 320 Mt, which is 251% of the target. At the same time, the accumulated carbon emission is 20.3 Gt, which is 111% of the target, thus HEV is not suitable for carbon neutral technical route.

    But Fig. 22 shows that HEV technical route can reduce about 40% carbon emission before 2043 compared with ICE technical route, only after 2043 the reduction speed will be reduced. This means before 2043 HEV technical route is also a suitable solution.

    3.5 PHEV/REEV Technical Route

    The definition of PHEV and REEV is that the vehicle will run in EV mode (high SOC mode) for 80% of the mileage with fleet-averaged electricity consumption of 15 kW·h. When the vehicle runs in PHEV or REEV mode (low SOC mode) for the remaining 20% of the mileage, the fleet-averaged fuel consumption is 5.5 L/100 km, which is reduced by more than 35% compared to that of an ICE vehicle, as shown in Fig. 23. In the meantime, 20% of fossil fuels will be reserved until 2060.

    The market share introduction pace is set to align with the HEV technical route, as shown in Fig. 20. Based on the above boundary conditions, the analysis results of PHEV and REEV technical routes are shown in Fig. 24.

    Fig. 24 shows that all targets can be met well except for the carbon neutral value of 180 Mt, which exceeds the target of 130 Mt. Particularly, the accumulated carbon emission of 17.7 Gt is lower than the target of 18.3 Gt, thanks to the faster carbon emission reduction rate of 19.5 Mt/year compared to the target of 17.3 Mt/year. Considering that in this analysis, there are still 20% fossil fuels left until 2060 and it is possible to replace the fossil fuels with carbon-neutral fuel before 2060, the PHEV and REEV technical routes can be a realistic and practical carbon-neutral technical route.

    3.6 EV Technical Route

    The market share introduction pace of EV technical route is set to be the same as HEV technical route, as shown in Fig. 20. Based on all defined boundary conditions, the analysis results of EV technical route are shown in Fig. 25.

    Fig. 25 shows that the EV technical route is almost capable of meeting the carbon-neutral targets. However, the peak value and neutral value are slightly higher than the targets. But compared with the PHEV and REEV technical routes, the EV technical route does not have an obvious advantage. The carbon peak value and carbon accumulation value are even higher than those of the EV technical route. This is mainly due to the higher vehicle manufacturing cycle carbon emissions of EVs compared to PHEVs and REEVs.

    Fig. 26 and Fig. 27 separately illustrate the carbon emissions during the vehicle manufacturing cycle and the vehicle using cycle for the technical routes mentioned above.

    Fig. 26 illustrates that the challenge of EV technical route lies in the higher vehicle cycle carbon emissions, particularly before 2043. At the cycle side shown in Fig. 27, the carbon emission levels of EVs, PHEVs, and REEVs are almost the same before 2043. The advantage of EVs only becomes apparent after 2043, despite the smaller difference. From this perspective, both EV and PHEV, as well as REEV technical routes, are excellent. Battery technology will determine which one performs better, although the battery technology itself remains uncertain.

    3.7 FCV Technical Route

    Because the FCV technical route still has some uncertainty compared to HEV, PHEV, and EV, the introduction pace of FCV is set to be a little slower. It is projected that only after 2052, all vehicle models in the market can be 100% FCV, as shown in Fig. 28.

    Another important assumption is that all the hydrogen is produced by green electricity, but the electricity used in the vehicle cycle is a mixture of green and fossil fuel-based electricity.

    Based on the above assumption and the assumption of carbon emissions from the manufacturing cycle in Fig. 12, the analysis results of the FCV technical route are derived and shown in Fig. 29.

    Fig. 29 shows that the most significant difference between the FCV technical route and other technical routes is the very high vehicle manufacturing cycle emissions of the FCV technical route. This directly results in a peak value of 745 Mt, which is 15% higher than the target. The cumulative carbon emissions are 22.5 Gt, which is 23% higher than the target. The carbon-neutral value is 166 Mt, which is 28% higher than the target. Reducing carbon emissions from the vehicle manufacturing cycle is a key issue, and lowering system costs is of utmost importance.

    If the vehicle manufacturing cycle emissions of FCVs are reduced to the level of EVs, the results will change significantly, as shown in Figure 30. This suggests that FCVs could be the best technical route if system costs can be controlled, thereby keeping vehicle manufacturing cycle emissions in check. Due to the remaining uncertainties surrounding both fuel cell systems and hydrogen storage technologies, as well as the high costs involved, FCVs are currently viewed as a promising but still uncertain technical route.

    4 Results and Discussion

    Based on the quantitative analysis of various PC powertrain technologies for carbon peaking and carbon neutrality, a summary can be derived, including the carbon peak value, cumulative carbon emission value, and carbon neutral value, as illustrated in Fig. 31, Fig. 32 and Fig. 33.

    Fig. 31 shows that the carbon peak values of different technical routes are almost identical, with the exception of FCV, which is slightly higher. This is mainly because ICE vehicles will still dominate the market around 2030 regardless of the technical route adopted. Hence, from a carbon peaking point of view, no technical route has an obvious advantage.

    Fig. 32 shows a comparison of the cumulative carbon emissions from various technical routes. Except for ICE and HEV technical routes, all other technical routes can meet the cumulative target requirement. Therefore, multi-technical routes are reasonable from both risk mitigation and resource utilization perspectives.

    Fig. 33 shows that, except for ICE and HEV, all other technical routes have the potential to achieve carbon neutrality if the vehicle manufacturing cycle emissions of FCV are controllable, a scenario that is highly feasible in the future.

    5 Conclusions

    Based on above quantitative analysis of various powertrain technical routes, the following conclusions are summarized as below:

    (1) The significant ownership of pure ICE cars poses the most substantial challenge to carbon reduction in short and medium term. The greatest opportunity lies in decreasing ICE car ownership by implementing a combination of various technical routes, fostering healthy competition, and promoting coexistence.

    There is no technical route with absolute advantages; different technical routes have a certain degree of uncertainty.

    (2) PHEV, REEV and BEV have established themselves as reliable technical routes, and the current stage of development should be maintained for the long term.

    (3) HEVs still have the potential to reduce carbon emissions in the short and medium term. However, the key question is whether it can establish a performance-price ratio advantage over ICE cars.

    (4)The carbon-neutral fuel technical route has excellent potential for reducing carbon emissions. Its overall social efficiency may be the highest among existing industrial resources.

    (5) Government policies based on carbon credits and technology neutrality are strong guarantees that drive the automotive industry to achieve the above goals.

    References

    [1] IEA. Global Energy Review: CO2 Emissions in 2021 Global emissions rebound sharply to highest ever level[EB/OL]. (2022-03)[2023-11-01]. https://iea.blob.core.windows.net/assets/c3086240-732b-4f6a-89d7-db01be018f5e/GlobalEnergyReviewCO2Emissionsin2021.pdf.

    [2] GUO S Y, LIU W Q, ZHAO W D. Adjusting Industrial Structure and Reducing Carbon Emission Intensity: International Comparison and Experience Enlightenment[J]. STRATEGIC STUDY OF CAE,2021, 23(6): 22-32.

    [3] China SAE. Technology Roadmap For Energy Saving and New Energy Vehicles 2.0[M]. Beijing: China Machine Press, 2020.

    [4] CAAM. Automotive industry production and sales [2023-09-01](2023-10-24). ?http://www.caam.org.cn/chn/4/cate_30/con_5236151.html.

    [5] HE J K, LI Z, ZHANG X L, et al. Comprehensive Report on Chinas Long-term Low-carbon Development Strategies and Transformation Path ways[J]. China Population, Resources and Environment (Chinese), 2020, 18 (4): 263-295.

    [6] National Bureau of Statistics.Statistical Bulletin of the Peoples Republic of China on National Economic and Social Development for 2022[EB/OL]. (2023-02-28)[2023-11-07]. http://www.stats.gov.cn/ztjc/zthd/lhfw/2023/hgjj/202302

    /t20230228_1919000.html.

    [7] Automotive Data of China Co., Ltd. China Automobile Low Carbon Action Plan(2022)[M]. Beijing: China Machine Press, 2022.

    [8] CHINA ELECTRICITY COUNCIL. China Power Industry Annual Development Report 2023[EB/OL]. (2023-07-07)[2023-11-08]. https://cec.org.cn/detail/index.html?3-3226

    25.

    (責任編輯 明慧)

    猜你喜歡
    技術(shù)路線碳中和碳達峰
    碳中和·碳達峰
    關(guān)于“碳達峰”和“碳中和”——2030碳達峰與2060碳中和
    新疆鋼鐵(2021年1期)2021-10-14 08:45:32
    實現(xiàn)“碳達峰碳中和”應當采用何種立法思路
    碳達峰碳中和要求下的設計思考
    大功率GaN基HEMT技術(shù)發(fā)展路線和主要申請人專利技術(shù)分析綜述
    房地產(chǎn)估價路線設計
    美國航空公司的碳中和實踐及其效果研究
    氣浮輸送機專利技術(shù)綜述
    分析低碳經(jīng)濟時代轉(zhuǎn)變的農(nóng)業(yè)經(jīng)濟發(fā)展
    旅游風景區(qū)碳估算與碳中和實證研究
    世紀橋(2014年12期)2015-01-04 23:49:37
    丰满乱子伦码专区| 视频区图区小说| 精品少妇黑人巨大在线播放| 国产日韩欧美视频二区| 黑人欧美特级aaaaaa片| 交换朋友夫妻互换小说| av视频免费观看在线观看| 一边摸一边做爽爽视频免费| 一二三四中文在线观看免费高清| 国产成人免费观看mmmm| 久久99一区二区三区| 两个人免费观看高清视频| 亚洲精品中文字幕在线视频| 黄色毛片三级朝国网站| 国产精品人妻久久久影院| 国产黄频视频在线观看| 欧美最新免费一区二区三区| 国产色婷婷99| 丰满饥渴人妻一区二区三| 嫩草影院入口| 777米奇影视久久| 久久99蜜桃精品久久| 亚洲国产精品一区二区三区在线| 亚洲欧美成人精品一区二区| 18禁观看日本| 9191精品国产免费久久| 久久久精品94久久精品| 精品国产乱码久久久久久小说| 香蕉丝袜av| 捣出白浆h1v1| 亚洲国产毛片av蜜桃av| 丰满饥渴人妻一区二区三| 亚洲综合精品二区| 成人影院久久| 国产精品成人在线| 国产av码专区亚洲av| 午夜福利一区二区在线看| 婷婷色av中文字幕| 亚洲精品国产av成人精品| 制服人妻中文乱码| 国产成人91sexporn| 久久免费观看电影| 国产精品二区激情视频| 久久久a久久爽久久v久久| 最近2019中文字幕mv第一页| 国产av国产精品国产| 亚洲综合色网址| 日本午夜av视频| 男女下面插进去视频免费观看| 不卡视频在线观看欧美| 人人妻人人澡人人看| 欧美日韩综合久久久久久| 国产色婷婷99| 久久久久久久国产电影| a级毛片黄视频| 免费观看无遮挡的男女| 亚洲欧洲日产国产| 亚洲综合色惰| 亚洲熟女精品中文字幕| 亚洲国产精品一区二区三区在线| 免费大片黄手机在线观看| 久久国产精品男人的天堂亚洲| 婷婷成人精品国产| 狂野欧美激情性bbbbbb| 性色avwww在线观看| 久久热在线av| 国产一区亚洲一区在线观看| 91aial.com中文字幕在线观看| 亚洲一码二码三码区别大吗| 久久久亚洲精品成人影院| 欧美日韩一区二区视频在线观看视频在线| 国产av一区二区精品久久| 日日啪夜夜爽| 9热在线视频观看99| 啦啦啦在线免费观看视频4| 亚洲精品国产色婷婷电影| 一本—道久久a久久精品蜜桃钙片| av免费观看日本| 欧美精品一区二区大全| 国产欧美亚洲国产| 亚洲欧美成人精品一区二区| 免费少妇av软件| 黑人巨大精品欧美一区二区蜜桃| av女优亚洲男人天堂| 午夜老司机福利剧场| 久久热在线av| 亚洲av电影在线观看一区二区三区| 爱豆传媒免费全集在线观看| 亚洲一级一片aⅴ在线观看| 国产精品无大码| 1024视频免费在线观看| 欧美最新免费一区二区三区| 99国产精品免费福利视频| 免费看不卡的av| 一级爰片在线观看| 18禁观看日本| 成年人午夜在线观看视频| av卡一久久| 国产综合精华液| 久久久国产一区二区| 一本—道久久a久久精品蜜桃钙片| 看非洲黑人一级黄片| 街头女战士在线观看网站| 免费观看av网站的网址| 日韩电影二区| videos熟女内射| 欧美成人精品欧美一级黄| 成人18禁高潮啪啪吃奶动态图| 亚洲综合色惰| 国产精品无大码| 中文字幕人妻丝袜一区二区 | 成人国产麻豆网| 日本色播在线视频| 国产精品偷伦视频观看了| 国产有黄有色有爽视频| 午夜福利,免费看| 国产精品久久久av美女十八| 伊人久久国产一区二区| 一区二区三区激情视频| 丝袜脚勾引网站| 性色avwww在线观看| 美国免费a级毛片| 国产成人免费无遮挡视频| 国产亚洲最大av| 777米奇影视久久| 18禁裸乳无遮挡动漫免费视频| 观看av在线不卡| 国产极品天堂在线| 亚洲天堂av无毛| 亚洲精品日韩在线中文字幕| 香蕉丝袜av| 香蕉丝袜av| 国产精品av久久久久免费| 国产欧美亚洲国产| 亚洲精品美女久久av网站| 国产精品国产av在线观看| 波多野结衣av一区二区av| 日韩制服丝袜自拍偷拍| 韩国av在线不卡| 日韩 亚洲 欧美在线| 欧美亚洲 丝袜 人妻 在线| 丝袜喷水一区| 男女无遮挡免费网站观看| 国产日韩欧美在线精品| 丁香六月天网| av在线app专区| 久久精品国产鲁丝片午夜精品| 女人被躁到高潮嗷嗷叫费观| 妹子高潮喷水视频| 日韩 亚洲 欧美在线| 亚洲精品在线美女| 婷婷色av中文字幕| 蜜桃国产av成人99| 亚洲av综合色区一区| 女人被躁到高潮嗷嗷叫费观| 久久久久久久大尺度免费视频| 国产成人欧美| 国产精品蜜桃在线观看| 婷婷成人精品国产| 日韩制服丝袜自拍偷拍| 国产在线一区二区三区精| 国产乱人偷精品视频| 日本91视频免费播放| 熟妇人妻不卡中文字幕| 国产精品蜜桃在线观看| 亚洲精品国产av蜜桃| 国产精品久久久久久精品古装| 最近2019中文字幕mv第一页| 韩国高清视频一区二区三区| 国产成人欧美| 久久精品国产a三级三级三级| 三上悠亚av全集在线观看| 欧美成人精品欧美一级黄| 九九爱精品视频在线观看| 亚洲少妇的诱惑av| 美女午夜性视频免费| 男人添女人高潮全过程视频| 国产在视频线精品| 亚洲美女视频黄频| 极品人妻少妇av视频| 免费观看a级毛片全部| 欧美精品人与动牲交sv欧美| 视频在线观看一区二区三区| 日韩一本色道免费dvd| 亚洲av中文av极速乱| 亚洲一区二区三区欧美精品| 少妇被粗大的猛进出69影院| 久久精品国产鲁丝片午夜精品| 午夜福利视频在线观看免费| 国产免费又黄又爽又色| 美女中出高潮动态图| 另类亚洲欧美激情| 一本一本久久a久久精品综合妖精 国产伦在线观看视频一区 | 在线观看人妻少妇| 美女中出高潮动态图| 国产不卡av网站在线观看| 在线精品无人区一区二区三| 国产白丝娇喘喷水9色精品| 欧美激情高清一区二区三区 | 最近中文字幕2019免费版| 国产成人精品久久二区二区91 | 日本欧美视频一区| 午夜福利一区二区在线看| 欧美+日韩+精品| 香蕉丝袜av| 免费观看a级毛片全部| 国产精品欧美亚洲77777| 亚洲欧洲精品一区二区精品久久久 | 午夜av观看不卡| 2022亚洲国产成人精品| av福利片在线| 可以免费在线观看a视频的电影网站 | 免费高清在线观看日韩| 精品人妻熟女毛片av久久网站| 丁香六月天网| 午夜福利一区二区在线看| 亚洲在久久综合| 国产白丝娇喘喷水9色精品| 国产成人精品久久久久久| 欧美日韩成人在线一区二区| 搡女人真爽免费视频火全软件| av网站在线播放免费| 成人影院久久| 2021少妇久久久久久久久久久| 国产乱来视频区| 精品少妇一区二区三区视频日本电影 | 高清黄色对白视频在线免费看| 黄片无遮挡物在线观看| 日韩中文字幕视频在线看片| 久久午夜综合久久蜜桃| 在现免费观看毛片| 国产精品久久久久久久久免| 中文字幕亚洲精品专区| 久久国产精品男人的天堂亚洲| 尾随美女入室| 老司机影院毛片| 91午夜精品亚洲一区二区三区| 亚洲一区二区三区欧美精品| 亚洲美女视频黄频| 亚洲国产欧美在线一区| 国产视频首页在线观看| 99久久综合免费| 一二三四在线观看免费中文在| 久久久久久久国产电影| 极品少妇高潮喷水抽搐| 欧美97在线视频| 欧美激情 高清一区二区三区| 九草在线视频观看| 国产女主播在线喷水免费视频网站| 亚洲激情五月婷婷啪啪| 叶爱在线成人免费视频播放| 午夜免费男女啪啪视频观看| 男人舔女人的私密视频| 免费黄色在线免费观看| 一本久久精品| 久久韩国三级中文字幕| 亚洲av电影在线观看一区二区三区| 免费观看a级毛片全部| 精品福利永久在线观看| 欧美最新免费一区二区三区| 天天躁狠狠躁夜夜躁狠狠躁| 少妇 在线观看| 啦啦啦中文免费视频观看日本| 欧美日韩亚洲国产一区二区在线观看 | 在线观看免费高清a一片| 有码 亚洲区| 国产黄频视频在线观看| 国产男人的电影天堂91| 最近2019中文字幕mv第一页| 亚洲图色成人| 蜜桃在线观看..| 亚洲经典国产精华液单| 中文天堂在线官网| 久久精品国产自在天天线| 中文字幕色久视频| 久久久精品免费免费高清| 欧美激情 高清一区二区三区| 香蕉丝袜av| 91aial.com中文字幕在线观看| 日韩中文字幕视频在线看片| 校园人妻丝袜中文字幕| 女性被躁到高潮视频| 美女视频免费永久观看网站| 精品国产一区二区三区四区第35| 91精品三级在线观看| 国产福利在线免费观看视频| 男人操女人黄网站| 777米奇影视久久| 久久 成人 亚洲| 一级黄片播放器| 免费黄频网站在线观看国产| 99re6热这里在线精品视频| 熟女电影av网| 一区在线观看完整版| 欧美中文综合在线视频| 日日摸夜夜添夜夜爱| 秋霞在线观看毛片| 一个人免费看片子| 不卡视频在线观看欧美| 亚洲精品aⅴ在线观看| 国产精品 欧美亚洲| 免费观看无遮挡的男女| 2021少妇久久久久久久久久久| 亚洲国产欧美日韩在线播放| av视频免费观看在线观看| 亚洲成人av在线免费| 久久99蜜桃精品久久| 欧美日韩亚洲国产一区二区在线观看 | 涩涩av久久男人的天堂| 亚洲av电影在线进入| 成人手机av| 欧美中文综合在线视频| 亚洲国产最新在线播放| 999精品在线视频| 1024香蕉在线观看| 大话2 男鬼变身卡| 一区二区av电影网| 日韩成人av中文字幕在线观看| 国产 精品1| 青春草视频在线免费观看| 亚洲成人av在线免费| 婷婷色综合大香蕉| 成年女人毛片免费观看观看9 | 1024视频免费在线观看| 可以免费在线观看a视频的电影网站 | 久久精品aⅴ一区二区三区四区 | 久久精品国产亚洲av天美| 久久久久久久国产电影| 欧美日韩亚洲高清精品| 欧美亚洲日本最大视频资源| 久久久久久免费高清国产稀缺| 久久久久网色| 亚洲四区av| 欧美国产精品va在线观看不卡| 久久国内精品自在自线图片| 亚洲欧美一区二区三区久久| 9191精品国产免费久久| 一区二区三区乱码不卡18| 一本久久精品| www日本在线高清视频| www日本在线高清视频| 日韩 亚洲 欧美在线| 日韩视频在线欧美| av.在线天堂| 色吧在线观看| 91精品伊人久久大香线蕉| 晚上一个人看的免费电影| 亚洲,欧美,日韩| 国产精品无大码| 两个人看的免费小视频| 啦啦啦啦在线视频资源| 久久久精品免费免费高清| 永久免费av网站大全| 777米奇影视久久| 人妻人人澡人人爽人人| 999精品在线视频| 欧美+日韩+精品| 黄片无遮挡物在线观看| 青春草亚洲视频在线观看| 国产 精品1| a级片在线免费高清观看视频| 一级,二级,三级黄色视频| 国产精品三级大全| 97人妻天天添夜夜摸| 精品一区二区三卡| 满18在线观看网站| 久久久久久伊人网av| 久久精品国产综合久久久| 三上悠亚av全集在线观看| 国产欧美亚洲国产| av免费在线看不卡| 午夜福利视频精品| 国产精品99久久99久久久不卡 | 十八禁高潮呻吟视频| 黑丝袜美女国产一区| 亚洲美女视频黄频| 大片免费播放器 马上看| 亚洲av在线观看美女高潮| 久久精品人人爽人人爽视色| 精品一区二区三区四区五区乱码 | 成人国产av品久久久| 国产日韩欧美在线精品| 亚洲一码二码三码区别大吗| 又粗又硬又长又爽又黄的视频| 热99国产精品久久久久久7| 一级爰片在线观看| 久久99一区二区三区| 国产亚洲欧美精品永久| a 毛片基地| 少妇精品久久久久久久| 久久99一区二区三区| 97在线视频观看| 久久人人爽人人片av| 久久婷婷青草| 这个男人来自地球电影免费观看 | 久久精品国产自在天天线| 国产免费视频播放在线视频| 黑人巨大精品欧美一区二区蜜桃| 大香蕉久久网| 菩萨蛮人人尽说江南好唐韦庄| 在线观看免费高清a一片| 久久精品国产a三级三级三级| 国产精品国产三级专区第一集| 久久影院123| 丝袜在线中文字幕| 免费大片黄手机在线观看| 免费播放大片免费观看视频在线观看| 亚洲 欧美一区二区三区| 日韩制服丝袜自拍偷拍| videosex国产| 久久这里只有精品19| 又黄又粗又硬又大视频| 天天躁狠狠躁夜夜躁狠狠躁| 高清黄色对白视频在线免费看| www.精华液| 亚洲精品中文字幕在线视频| 日本黄色日本黄色录像| 搡女人真爽免费视频火全软件| 中文字幕最新亚洲高清| 成年人午夜在线观看视频| 久久婷婷青草| 国产黄色免费在线视频| 久久久久人妻精品一区果冻| 999精品在线视频| 久久女婷五月综合色啪小说| 一级片'在线观看视频| 国产日韩欧美视频二区| 99国产精品免费福利视频| 亚洲美女视频黄频| 免费在线观看视频国产中文字幕亚洲 | 多毛熟女@视频| 热re99久久精品国产66热6| 大香蕉久久网| 精品午夜福利在线看| 少妇 在线观看| 亚洲,欧美精品.| 少妇被粗大猛烈的视频| 亚洲婷婷狠狠爱综合网| 91成人精品电影| 一级,二级,三级黄色视频| 观看美女的网站| 久久精品国产a三级三级三级| 寂寞人妻少妇视频99o| 97在线视频观看| 18禁观看日本| 满18在线观看网站| 9色porny在线观看| 中文乱码字字幕精品一区二区三区| 日韩视频在线欧美| 国产成人精品无人区| 如日韩欧美国产精品一区二区三区| 国产精品女同一区二区软件| 亚洲国产成人一精品久久久| 中文字幕人妻丝袜制服| 免费不卡的大黄色大毛片视频在线观看| 亚洲综合精品二区| 蜜桃在线观看..| 日韩不卡一区二区三区视频在线| 国产精品熟女久久久久浪| 久久久久久久大尺度免费视频| 少妇的丰满在线观看| 日韩一区二区三区影片| 另类亚洲欧美激情| 少妇人妻 视频| 国产成人aa在线观看| 美女高潮到喷水免费观看| 亚洲综合色网址| 韩国高清视频一区二区三区| 久久精品人人爽人人爽视色| 欧美日韩亚洲国产一区二区在线观看 | 国产av码专区亚洲av| 一级毛片电影观看| 九九爱精品视频在线观看| 伊人亚洲综合成人网| 国精品久久久久久国模美| 日韩电影二区| 久久久久精品久久久久真实原创| 日日爽夜夜爽网站| 久久国产精品男人的天堂亚洲| 亚洲美女黄色视频免费看| 一本久久精品| 国产成人一区二区在线| 一本色道久久久久久精品综合| 日韩一区二区三区影片| 精品国产一区二区三区久久久樱花| 男女国产视频网站| 亚洲精品中文字幕在线视频| 免费女性裸体啪啪无遮挡网站| 国产一区二区 视频在线| 国产野战对白在线观看| 只有这里有精品99| 国产精品久久久久成人av| 在线精品无人区一区二区三| 久久久久视频综合| 国产精品久久久久久久久免| 免费观看在线日韩| xxxhd国产人妻xxx| 亚洲欧美色中文字幕在线| 日本色播在线视频| 热99国产精品久久久久久7| 日本黄色日本黄色录像| 国产男女内射视频| 国产深夜福利视频在线观看| 最新的欧美精品一区二区| 午夜福利影视在线免费观看| 人人妻人人爽人人添夜夜欢视频| 一本—道久久a久久精品蜜桃钙片| 超碰97精品在线观看| 国产福利在线免费观看视频| 久久 成人 亚洲| 18+在线观看网站| 日本vs欧美在线观看视频| 久久久精品区二区三区| 午夜福利网站1000一区二区三区| 一本大道久久a久久精品| 色94色欧美一区二区| 国产精品女同一区二区软件| 在线观看一区二区三区激情| 制服诱惑二区| 国产精品99久久99久久久不卡 | 深夜精品福利| 高清av免费在线| 九九爱精品视频在线观看| 亚洲人成电影观看| 女性被躁到高潮视频| 久久女婷五月综合色啪小说| 国产精品女同一区二区软件| 日韩精品免费视频一区二区三区| 免费在线观看黄色视频的| 麻豆乱淫一区二区| 最近最新中文字幕大全免费视频 | 伦精品一区二区三区| 熟女少妇亚洲综合色aaa.| 熟妇人妻不卡中文字幕| 18在线观看网站| 中文乱码字字幕精品一区二区三区| 人人妻人人澡人人爽人人夜夜| 亚洲国产精品一区三区| 精品视频人人做人人爽| 七月丁香在线播放| 久热久热在线精品观看| 视频在线观看一区二区三区| 国产精品熟女久久久久浪| 国产熟女欧美一区二区| 久久青草综合色| 国产精品不卡视频一区二区| 又粗又硬又长又爽又黄的视频| 乱人伦中国视频| 欧美日韩视频精品一区| 亚洲欧美日韩另类电影网站| 久久精品国产亚洲av高清一级| 亚洲国产欧美网| 中文字幕人妻丝袜一区二区 | 各种免费的搞黄视频| 韩国精品一区二区三区| 日本色播在线视频| 青春草国产在线视频| 成人毛片60女人毛片免费| 大片免费播放器 马上看| 成年人免费黄色播放视频| 国产精品女同一区二区软件| 少妇被粗大的猛进出69影院| 午夜激情久久久久久久| 国产野战对白在线观看| 国产欧美日韩综合在线一区二区| 天堂俺去俺来也www色官网| 一级,二级,三级黄色视频| 亚洲国产色片| 中文字幕人妻丝袜制服| 午夜91福利影院| 久久精品人人爽人人爽视色| 亚洲 欧美一区二区三区| 欧美人与善性xxx| 久久午夜综合久久蜜桃| 少妇被粗大的猛进出69影院| 亚洲国产欧美在线一区| 国产乱人偷精品视频| 亚洲美女视频黄频| av女优亚洲男人天堂| 免费大片黄手机在线观看| 黄色怎么调成土黄色| 少妇的逼水好多| 黑人猛操日本美女一级片| 波多野结衣av一区二区av| 国产极品粉嫩免费观看在线| 国产爽快片一区二区三区| 婷婷色综合大香蕉| 欧美 日韩 精品 国产| 观看av在线不卡| 一级黄片播放器| 这个男人来自地球电影免费观看 | av不卡在线播放| 久久女婷五月综合色啪小说| 国产精品久久久久久av不卡| 伦理电影大哥的女人| 国产1区2区3区精品| 国产在线免费精品| 久久国产亚洲av麻豆专区| 女人久久www免费人成看片| av在线播放精品| 国产在线视频一区二区| 综合色丁香网| 欧美日本中文国产一区发布| 一区二区三区四区激情视频| 岛国毛片在线播放| 久久韩国三级中文字幕| 老司机影院毛片| 一区二区三区乱码不卡18| 欧美激情高清一区二区三区 | 精品卡一卡二卡四卡免费| 久久久久久久久久人人人人人人| 精品国产国语对白av| 夫妻性生交免费视频一级片| 美国免费a级毛片| 亚洲欧美一区二区三区黑人 |