导师风采 Supervisor's Information

张达，现任清华大学能源环境经济研究所副教授、博士生导师，兼任清华碳中和研究院气候治理与碳金融中心主任助理、清华三峡气候与低碳中心副主任、清华四川院碳中和信息管理技术研究所所长。获得国家海外高层次青年人才资助。目前主持多项受国家发改委、科技部、财政部、生态环境部、国资委、国家能源局等部委，以及世界银行、国际能源署等国际机构委托的咨询项目。以第一作者或通讯作者在Nature、Cell、Lancet子刊等重要期刊发表多篇论文。

Zhang Da is currently an associate professor and PhD supervisor at the Institute of Energy, Environment and Economy, Tsinghua University. He also serves as the assistant director of the Climate Governance and Carbon Finance Center, Tsinghua University Carbon Neutrality Research Institute, the deputy director of the Tsinghua-CTG Joint Center for Climate Governance and Low-carbon Transformation, and the director of the Carbon Neutrality Information Management Technology Research Institute, Tsinghua University Sichuan Institute. He was awarded national support for high-level young overseas talents. He is currently leading multiple consulting projects commissioned by ministries and commissions such as the National Development and Reform Commission, Ministry of Science and Technology, Ministry of Finance, Ministry of Ecology and Environment, State-owned Assets Supervision and Administration Commission, National Energy Administration, as well as international organizations such as the World Bank and the International Energy Agency. He has published many papers as first author or corresponding author in important journals such as Nature, Cell, The Lancet journals.

2020年6月至今：清华大学核能与新能源技术研究院副教授 

2018年12月2020年6月：清华大学核能与新能源技术研究院助理教授

2017年7月至2018年11月：美国麻省理工学院全球变化项目研究科学家（Research Scientist）

2014年6月至2017年6月：美国麻省理工学院全球变化项目博士后

Associate Professor, Institute of Energy, Environment and Economy, Tsinghua University, since 06/2020

Assistant Professor, Institute of Energy, Environment and Economy, Tsinghua University, 12/2018 – 06/2020

Research Scientist, Joint Program on the Science and Policy of Global Change, Massachusetts Institute of Technology, 07/2017 – 11/2018

Postdoctoral Associate, Joint Program on the Science and Policy of Global Change, Massachusetts Institute of Technology, 06/2014 – 06/2017

能源与环境经济学与政策、针对能源转型问题的系统建模研究

Energy and environmental economics and policy, systems modeling research on energy transition issues

1. “Top-level Design for the Research of Multi-Dimensional Interaction Patterns Coupling, Data Monitoring Support, and Decision Support for Achieving China's Optimal Path to Carbon Neutrality in Natural and Social Systems”, National Natural Science Foundation of China, 20,000,000 RMB, 2023/01 - 2025/12, Co-PI

2. “Integrated Research on Pathways and Strategies towards Carbon Neutrality”, National Natural Science Foundation of China, 3,000,000 RMB, 2022/01 - 2025/12, Co-PI

3. “Research on the Layout Optimization and Incentive Mechanism for the Coordinated Development of Wind and Solar Power Generation in China”, National Natural Science Foundation of China, 495,000 RMB, 2020/01 - 2023/12, PI

4. “Research on Paid Allocation in the National Carbon Emission Trading Market”, Ministry of Ecology and Environment and Tsinghua University's National Governance and Global Governance Research Institute, 100,000 RMB, 2024/04 - 2024/12, PI

5. “Expanding Renewable and Clean Electricity for Global Corporate Supply Chains”,Carnegie Mellon University, 75,000 USD, 2024/03-2024/10, PI

6. “Market and policy mechanisms for decarbonizing the power sector in the EU and China”, Sino-German Center of the National Natural Science Foundation of China, 629,600 RMB, 2022/11 - 2025/10, PI

7. “Continuous Emissions Monitoring in China’s Carbon Market: A Case Study of the Power Sector”, Environmental Defense Fund (EDF), 490,000 RMB, 2023/10 - 2024/12, PI

8. “Research on the Mechanism of Coordinated Support for the Development of Renewable Energy by Green Electricity, Green Certificates, and Carbon Markets”, Tsinghua University Research Institute, 150,000 RMB, 2023/09 - 2024/09, PI

9. “Empirical Study on the Mechanism of Carbon Inclusiveness and Additionality of Emission Reductions”, Beijing Jiaotong University Urban Traffic Technology Co., Ltd., 500,000 RMB, 2023/07 - 2024/06, PI

10. “Research on the Path of Green Electricity and Green Certificate Trading and Carbon Asset Trading for New Energy Flat-rate Projects to Increase Income and Efficiency”, Guohua Energy Co., Ltd., 420,000 RMB, 2023/09 - 2024/06, PI

11. “Research on the Assessment and New Type of Power System Modeling of Renewable Energy”, Tsinghua University Research Institute, 128,700 RMB, 2023/10 - 2024/03, PI

12. “Research on the Assessment of Green Energy Development and Transformation in Urban Parks”, Ministry of Finance's Economic Construction Department and the China Renewable Energy Engineering Institute, 470,000 RMB, 2023/10 - 2023/12, PI

13. “Research on Environmental Energy System Modeling and Corporate Environmental Energy Management Behavior”, Central Organization Department, 2,000,000 RMB, 2021/01 - 2023/12, PI

14. “Research on Key Technologies of Urban Energy Electricity Carbon Emission Monitoring and Diagnosis Based on Multi-source Heterogeneous Data Fusion and Sharing”, Zhejiang Electric Power Co., Ltd. Information and Communication Branch, 1,600,000 RMB, 2022/04 - 2023/12, PI

15. “Research on Key Technologies of 'Electricity-Carbon' Market Coordination and Green Electricity Certification under Dual Carbon Goals”, State Grid Beijing Electric Power Company, 800,000 RMB, 2022/05 - 2023/12, PI

16. “Research on Fiscal and Tax Policies to Support 'Dual Carbon' Development”, Ministry of Finance's Policy Research Office and Tsinghua University's National Governance and Global Governance Research Institute, 100,000 RMB, 2023/07 - 2023/10, PI

17. “Analysis of carbon price drivers and auctioning mechanism in China’s national emissions trading system”, Environmental Defense Fund (EDF), 450,000 RMB, 2022/09 - 2023/09, PI

18. “Research on the Support Services for the Pilot Application of Green Electricity Trading and the Prevention Mechanism of Process Risks”, Zhejiang Hua Yun Information Technology Co., Ltd., 548,000 RMB, 2022/09 - 2023/03, PI

19. “Research on Prospective Study of Energy Supply under Dual Carbon Goals”, Ministry of Finance's Economic Construction Department and the China Renewable Energy Engineering Institute, 470,000 RMB, 2022/10 - 2022/12, PI

20. “Research on Carbon Financial Market Construction and Carbon Emission Measurement by Power Grid Enterprises”, Southern Power Grid Energy Development Research Institute, 1,775,000 RMB, 2021/11 - 2022/12, PI

21. “Research on Carbon Asset Development Strategy for Power Grid Enterprises”, Shandong Electric Power Economic and Technical Research Institute of State Grid, 1,398,000 RMB, 2022/07 - 2022/12, PI

22. “Research on the Coordination Development Mechanism of Green Trading and Electricity-Carbon Market in Xiong'an”, Hebei Electric Power Co., Ltd., 930,000 RMB, 2022/05 - 2022/12, PI

23. “Studies on National ETS Auction Mechanism Design”, Environmental Defense Fund (EDF), 495,000 RMB, 2021/09 - 2022/09, PI

24. “Development of Application for Flexible Interaction Data Management Based on Blockchain Technology”, Qingdao Power Supply Company of Shandong Electric Power, 981,000 RMB, 2022/03 - 2022/08, PI

25. “Research on the Green Low-Carbon Development of State-Owned Enterprises”, State-owned Assets Supervision and Administration Commission of the State Council, 100,000 RMB, 2022/04 - 2022/06, PI

26. “Research on the Impact of Carbon Peaking Goals on Economic Structural Adjustment”, Development Strategy and Planning Department of the National Development and Reform Commission, 100,000 RMB, 2021/09 - 2021/12, PI

27. “Research on Key Issues of Fiscal Support for Building a New Type of Power System Dominated by New Energy”, Ministry of Finance's Economic Construction Department and the China Renewable Energy Engineering Institute, 220,000 RMB, 2021/11 - 2021/12, PI

28. “Research on the Economic Sustainability of the Clean Heating Process for Civil Heating”, Ministry of Ecology and Environment's Atmospheric Environment Department, 100,000 RMB, 2021/05 - 2021/12, PI

29. “Data quality analysis and warning system for ETS firms”, Environmental Defense Fund (EDF), 495,000 RMB, 2020/09 - 2021/09, PI

30. “Regional analysis of China’s carbon pricing policy implications on energy and CO₂ emissions”, the International Energy Agency, 131,200 EUR, 07/2019-06/2023, PI

31. “Evaluation on the economic and social benefits of the energy revolution led by the renewable energy development”, National Energy Administration, 1,500,000 RMB, 2019/09 - 2020/12, PI

32. “Research on the Real Domestic Demand of Oil Supporting Energy Security”, Development Strategy and Planning Department of the National Development and Reform Commission, 100,000 RMB, 2020/05 - 2020/08, PI

33. “Research on Energy Consumption Forecast and Control Targets during the 14th Five-Year Plan Period”, Development Strategy and Planning Department of the National Development and Reform Commission, 100,000 RMB, 2019/11 - 2019/12, PI

# equal contribution; * corresponding author(s)

Since 2019

Zhang, Hongyu, Heng Liang, Da Zhang*, Junling Huang, Xiliang Zhang*. Options to enhance China’s national emission trading system design for carbon neutrality. Climate Policy. (2024), 1-17.

Peng, Hantang, Chenfei Qu, Valerie J Karplus, Da Zhang*, Xiliang Zhang*. The C-REM 4.0 model: A CGE model for provincial analysis of China’s carbon neutrality target. Energy and Climate Management. (2024).

Zhang, Da, Ziheng Zhu, Shi Chen, Chongyu Zhang, Xi Lu*, Xiliang Zhang, Xiaoye Zhang, Michael R. Davidson*. Spatially Resolved Land and Grid Model of Carbon Neutrality in China. Proceedings of the National Academy of Sciences. (2024),121 (10) e2306517121.

Zhang, Hongyu, Da Zhang*, Siyue Guo*, Xiliang Zhang. Impact of benchmark tightening design under output-based ETS on China's power sector. Energy. (2024), 288, 129832.

Liang, Heng, Hongyu Zhang, Xiliang Zhang, Junling Huang, Da Zhang*. Role of demand response in the decarbonisation of China's power system. Environmental Impact Assessment Review. (2024), 104, 107313.

Yu, Runxin, Da Zhang*, Xiliang Zhang, Xiaodan Huang. Machine learning for data verification in emissions trading system. Resources, Conservation and Recycling. (2023), 199, 107239.

Zhang, Qiang*, Zhicong Yin, Xi Lu, Jicheng Gong*, Yu Lei*, Bofeng Cai, Cilan Cai, Qimin Chai, Huopo Chen, Hancheng Dai, Zhanfeng Dong, Guannan Geng, Dabo Guan, Jianlin Hu, Cunrui Huang, Jianing Kang, Tiantian Li, Wei Li, Yongsheng Lin, Jun Liu, Xin Liu, Zhu Liu, Jinghui Ma, Guofeng Shen, Dan Tong, Xuhui Wang, Xuying Wang, Zhili Wang, Yang Xie, Honglei Xu, Tao Xue, Bing Zhang, Da Zhang, Shaohui Zhang, Shaojun Zhang, Xian Zhang, Bo Zheng, Yixuan Zheng, Tong Zhu, Jinnan Wang, Kebin He. Synergetic roadmap of carbon neutrality and clean air for China. Environmental Science and Ecotechnology. (2023), 16, 100280.

Zhang, Da*, Qingyi Wang, Shaojie Song, Simiao Chen, Mingwei Li, Lu Shen, Siqi Zheng, Bofeng Cai*, Shenhao Wang, Haotian Zheng. Machine learning approaches reveal highly heterogeneous air quality co-benefits of the energy transition. iScience. (2023), 26(9).

Zhang, Da, Hantang Peng, Lin Zhang*. Share of polluting input as a sufficient statistic for burden sharing. Energy Economics. (2023), 121, 106647.

Guo, Siyue, Yu Liu, Weichen Zhao, Jiaquan Li, Guangwen Hu, Hui Kong, Yifan Gu, Bang Xu, Xiaodan Huang, Yan Zheng, Shihan Zhang, Da Zhang, Lancui Liu, Xueting Peng, Yi-Ming Wei*, Xiliang Zhang*, Zuoren Nie*. Technological development pathway for carbon neutrality in China. Science Bulletin, (2023),68(02),117-120.

Zhang, Hongyu, Da Zhang*, Xiliang Zhang. The role of output-based emission trading system in the decarbonization of China’s power sector. Renewable and Sustainable Energy Reviews(2023), 173, 113080.

Zhao, Mengzhen#, Xiaodan Huang#, Tord Kjellstrom, Jason Kai Wei Lee, Matthias Otto, Xiliang Zhang, Marina Romanello, Da Zhang*, Wenjia Cai*. Labour productivity and economic impacts of carbon mitigation: a modelling study and benefit-cost analysis. The Lancet Planetary Health, (2022), 6(12): e941-e948.

Li, Chenxing#, Yang Yu#, Andrew Chi-Chih Yao*, Da Zhang*, Xiliang Zhang*. An authenticated and secure accounting system for international emissions trading. Climate Policy (2022), 22:9-10, 1333-1342.

Qin, Shize#, Sheng Nie#, Yusheng Guan, Da Zhang*, Cheng Wang*, Xiliang Zhang. Forest emissions reduction assessment using airborne LiDAR for biomass estimation. Resources, Conservation & Recycling (2022), 181, 106224.

Wang, Xinhao, Lulin Xu, Qin Zhang, Da Zhang*, Xiliang Zhang. Evaluating the data quality of continuous emissions monitoring systems in China. Journal of Environmental Management (2022), 314, 115081.

Davidson, Michael#, Valerie J. Karplus#*, Da Zhang,# Xiliang Zhang#. Policies and institutions to support carbon neutrality in China by 2060. Economics of Energy & Environmental Policy (2021), 10(2).

Zhao, Bin#, Jing Zhao#, Hao Zha, Ruolan Hu, Yalu Liu, Chengrui Liang, Hongrong Shi, Simiao Chen, Yue Guo, Da Zhang,* Kristin Aunan, Shaojun Zhang, Xiliang Zhang, Lan Xue, and Shuxiao Wang*. Health Benefits and Costs of Clean Heating Renovation: An Integrated Assessment in a Major Chinese City. Environmental Science and Technology (2021), 55, 14, 10046-10055.

He, Guannan, Jeremy Michalek, Qixin Chen, Soummya Kar, Da Zhang*, Jay Whitacre*. Utility-scale portable energy storage systems. Joule (2021), 5(2): 379-392.

Zhang, Da*, Jun Gao, Ding Tang, Xiaomeng Wu, Junye Shi, Jiangping Chen, Yinghong Peng, Shaojun Zhang*, Ye Wu. Switching on auxiliary devices in vehicular fuel efficiency tests can help cut CO2 emissions by millions of tons. One Earth (2021), 4: 135-145.

Karplus, Valerie J.*, Thomas Geissmann, Da Zhang. Institutional complexity, management practices, and firm productivity. World Development (2021), 142: 105386.

Qu, Chenfei, Xi Yang, Da Zhang*, Xiliang Zhang*. Estimating health co-benefits of climate policies in China: An application of the regional emissions-air quality-climate-health (REACH) framework. Climate Change Economics (2020), 11(3): 2041004.

Wang, Tianyang, Zhe Jiang, Bin Zhao*, Yu Gu, Kuo-Nan Liou, Nesamani Kalandiyur, Da Zhang, Yifang Zhu*. Health co-benefits of achieving sustainable net-zero greenhouse gas emissions in California. Nature Sustainability(2020), 3, 597–605.

Zhang, Xiliang, Andreas Löschel*, Joanna Lewis, Da Zhang*, Jinyue Yan. Emissions trading systems for global low carbon energy and economic transformation. Applied Energy (2020), 279: 115858.

Guo, Hongye, Michael R. Davidson, Qixin Chen*, Da Zhang*, Nan Jiang, Qing Xia, Chongqing Kang, Xiliang Zhang. Power Market Reform in China: Motivations, Progress, and Recommendations. Energy Policy (2020), 145: 111717.

Karplus, Valerie J., Xingyao Shen, Da Zhang*. Herding cats: Firm non-compliance in China’s industrial energy efficiency program. The Energy Journal (2020), 41(4): 3531.

Filippini, Massimo, Thomas Geissmann, Valerie J. Karplus*, Da Zhang. The productivity impacts of energy efficiency programs in developing countries: Evidence from iron and steel firms in China. China Economic Review (2020), 59: 101364. 

Mulvaney, Kathleen M.*, Noelle E. Selin, Amanda Giang, Marilena Muntean, Chiao-Ting Li, Da Zhang, Hélène Angot, Colin P. Thackray, Valerie J. Karplus. Mercury benefits of climate policy in China: Addressing the Paris agreement and the Minamata convention simultaneously. Environmental Science and Technology (2020), 54, 3: 1326-1335.

Zhang, Da, Qin Zhang, Shaozhou Qi, Jinpeng Huang, Valerie J. Karplus*, Xiliang Zhang*. Integrity of firms’ emissions reporting in China’s early carbon markets. Nature Climate Change (2019), 9: 164-169.

Zhang, Da*, Justin Caron, Niven Winchester. Sectoral aggregation bias in the accounting of emissions embodied in trade and consumption. Journal of Industrial Ecology (2019), 23(2): 402-411.

Bofeng Cai, Can Cui*, Da Zhang, Libin Cao, Pengcheng Wu, Lingyun Pang, Jihong Zhang*, Chunyan Dai. China city-level greenhouse gas emissions inventory in 2015 and uncertainty analysis. Applied Energy (2019), 253: 113579.

Li Mingwei*, Da Zhang, Chiao-Ting Li, N. E. Selin, Valerie Karplus. Co-benefits of China’s climate policy for air quality and human health in China and transboundary regions in 2030. Environmental Research Letters (2019), 14: 084006.

Working papers

Management Practices and Energy Efficiency: Experimental Evidence from Manufacturing Firms, with Valerie Karplus. Revise and Resubmit at Nature Energy, CEEPR Working Paper Series 2022-009.

Heterogeneous Responses to Carbon Pricing: Firm-Level Evidence from Beijing Emissions Trading Scheme, with Thomas Sterner, Ruijian Tian, Huajin Wang, and Xiliang Zhang. Revise and Resubmit at Journal of Environmental Economics and Management.

China’s Nationwide CO2 Emissions Trading System: A General Equilibrium Assessment, with Lawrence Goulder, Xianling Long, and Chenfei Qu. NBER Working Paper 31809.

Emissions Trading with Consignment Auctions: A Lab-In-the-Field Experiment, with Zhi Li and Xiliang Zhang. EfD Discussion Paper Series 22-10.

Before 2019

Rausch, Sebastian, Da Zhang*. Capturing natural resource heterogeneity in top-down energy-economic equilibrium models. Energy Economics (2018), 74: 917-926.

Li, Mingwei#, Da Zhang# (co-first author), Chiao-Ting Li, Kathleen M. Mulvaney, Noelle E. Selin, Valerie J. Karplus*. Air quality co-benefits of carbon pricing in China. Nature Climate Change (2018), 8: 398–403.

Yang,, Yuanzhe, Hongyu Zhang, Weiming Xiong, Da Zhang* (corresponding author), Xiliang Zhang*. Regional power system modeling for evaluating renewable energy development and CO2 emissions reduction in China. Environmental Impact Assessment Review (2018), 73: 142-151.

Kwon, Sae Yun*, Noelle E. Selin, Amanda Giang, Valerie J. Karplus, and Da Zhang. Present and future mercury concentrations in Chinese rice: Insights from modeling. Global Biogeochemical Cycles (2018), 32(3): 437-462.

Weng, Yuyan, Da Zhang* (corresponding author), Lanlan Lu, Xiliang Zhang*. A general equilibrium analysis of floor prices for China’s national carbon emissions trading system. Climate Policy (2018), 18(S1): 60-70.

Zhang, Xu, Xunmin Ou, Xi Yang, Tianyu Qi, Kyung-Min Nam, Da Zhang, Xiliang Zhang*. Socioeconomic burden of air pollution in China: Province-level analysis based on energy economic model. Energy Economics (2017), 68: 478-489.

Davidson, Michael R.#, Da Zhang# (co-first author), Weiming Xiong, Xiliang Zhang*, Valerie J. Karplus*. Modelling the potential for wind energy integration on China’s coal-heavy electricity grid. Nature Energy (2016), 1: 16086. (Nature Energy Editors’ picks from 2016）

Zhang, Da, Marco Springmann*, Valerie J. Karplus. Equity and emissions trading in China. Climatic Change (2016), 134: 131-146.

Karplus, Valerie J., Sebastian Rausch, Da Zhang*. Energy caps: Alternative climate policy instruments for China? Energy Economics (2016), 56: 422–431.

Zhang, Xiliang*, Valerie J. Karplus*, Tianyu Qi, Da Zhang, Jiankun He. Carbon emissions in China: How far can new efforts bend the curve? Energy Economics (2016), 54: 388-395.

Luo, Xiaohu, Justin Caron, Valerie J. Karplus, Da Zhang, Xiliang Zhang*. Interprovincial Migration and the Stringency of Energy Policy in China. Energy Economics (2016), 58: 164-173.

Qi, Tianyu*, Niven Winchester, Valerie J. Karplus, Da Zhang, Xiliang Zhang. An analysis of China's climate policy using the China-in-Global Energy Model. Economic Modelling (2016), 52, Part B: 650–660.

Zhu, Zhao, Da Zhang* (corresponding author), Peggy Mischke, Xiliang Zhang. Electricity generation costs of concentrated solar power technologies in China based on operational plants. Energy (2015), 89: 65–74.

Springmann, Marco*, Da Zhang, Valerie J. Karplus. Consumption-Based Adjustment of China’s Emissions-Intensity Targets: An Analysis of its Potential Economic Effects. Environmental and Resource Economics (2015), 61: 615–640.

Zhang, Da, Valerie J. Karplus, Cyril Cassisa, Xiliang Zhang*. Emissions Trading in China: Progress and Prospects. Energy Policy (2014), 75: 9–16.

Zhang, Da, Weiming Xiong, Chun Tang, Zhen Liu, Xiliang Zhang*. Determining the appropriate amount of subsidies in wind power: The Integrated Renewable Power Planning (IRPP) model and its application in China. Sustainable Energy Technologies and Assessments (2014), 6: 141-148.

Kishimoto, Paul*, Da Zhang, Valerie J. Karplus. Modeling regional transportation demand in China and the impacts of a national carbon constraint. Journal of the Transportation Research Board (2014).

Zhang, Da*, Sebastian Rausch, Valerie J. Karplus, Xiliang Zhang. Quantifying regional economic impacts of CO2 intensity targets in China. Energy Economics (2013), 40: 687-701.

Zhang, Da, Qimin Chai, Xiliang Zhang*, Jiankun He, Li Yue, Xiufen Dong, Shu Wu. Economical assessment of large-scale photovoltaic power development in China. Energy (2012), 40: 370-375.

Zhang, Da, Songlin Tang, Bao Lin, Zhen Liu, Xiliang Zhang*. Co-benefit of polycrystalline large-scale photovoltaic power in China. Energy (2012), 41: 436-442.

He, Jiankun*,, Zhiwei Yu, Da Zhang. China’s strategy for energy development and climate change mitigation. Energy Policy (2012), 53: 7–13.

Zhang, Da, Xiliang Zhang*, Jiankun He, Qimin Chai. Offshore wind energy development in China: Current status and future perspective. Renewable and Sustainable Energy Reviews (2011), 15: 4673–4684.