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Optimal green certificate auction design embedding economic dispatch

Published: 28 June 2022 Publication History

Abstract

The rapid development of carbon capture technology speeds up its industrialization and wide application with the help of massive investment. In addition to the capital market, such investment may also come from a well-designed carbon market. This paper proposes a green certificate auction to maximize the auction revenue for enabling the carbon capture technology. Besides political and regulatory requirements, the goodwill from contributing to carbon neutrality may also incentivize the generating companies to participate. The auction design is challenging as it associates with the economic dispatch procedure in the electricity market. Using the notion of virtual demand, we decouple the auction from economic dispatch, and we prove that our designed auction enjoys optimality, truthfulness, and individual rationality. We also show that our auction can be extended to the multi-period scenario, highlighting the impact of leftover certificates. We further provide an upper bound for sample complexity when the willingness of participants cannot be well-identified. Numerical studies verify the effectiveness of the proposed auction and the tightness of the derived sample complexity bound.

References

[1]
Naomi Oreskes. Beyond the ivory tower: The scientific consensus on climate change. Science (New York, N.Y.), 306:1686, 01 2005.
[2]
Daniel Bodansky, Jutta Brunnée, and Lavanya Rajamani. International climate change law. Oxford University Press, 2017.
[3]
Intergovernmental Panel on Climate Change (IPCC). Climate Change 2021: The Physical Science Basis. Technical Report, 2021.
[4]
Jiasheng Zhang, Jian Sun, and Chenye Wu. Enable a carbon efficient power grid via minimal uplift payments. IEEE Transactions on Sustainable Energy, pages 1--1, 2022.
[5]
Guardian climate pledge. Carbon capture 'moonshot' moves closer, as billions of dollars pour in. https://www.theguardian.com/environment/2020/oct/07/carbon-capture-moonshot-moves-closer-as-billions-of-dollars-pour-in, 2020.
[6]
Jiasen Sun, Jie Wu, Liang Liang, Ray Y Zhong, and George Q Huang. Allocation of emission permits using dea: Centralised and individual points of view. International Journal of Production Research, 52(2):419--435, 2014.
[7]
Peter Cramton and Suzi Kerr. Tradeable carbon permit auctions: How and why to auction not grandfather. Energy policy, 30(4):333--345, 2002.
[8]
Rong-Gang Cong and Yi-Ming Wei. Auction design for the allocation of carbon emission allowances: uniform or discriminatory price. International journal of energy and environment, 1(3):533--546, 2010.
[9]
Regina Betz, Stefan Seifert, Peter Cramton, and Suzi Kerr. Auctioning greenhouse gas emissions permits in australia. Australian Journal of Agricultural and Resource Economics, 54(2):219--238, 2010.
[10]
Mingrong Wang, Mingxi Wang, and Lihua Lang. Reconsidering carbon permits auction mechanism: An efficient dynamic model. The World Economy, 40(8):1624--1645, 2017.
[11]
Congjun Rao, Yong Zhao, and Chuanfeng Li. Asymmetric nash equilibrium in emission rights auctions. Technological Forecasting and Social Change, 79(3):429--435, 2012.
[12]
Lili Ding, Xiaoling Wang, and Wanglin Kang. An auction-bargaining model for initial emission permits. In International Conference on Algorithmic Applications in Management, pages 331--340. Springer, 2014.
[13]
Ya-juan Wang and Xian-jia Wang. Interdependent value multi-unit auctions for initial allocation of emission permits. Procedia Environmental Sciences, 31:812--816, 2016.
[14]
Ali Hortaçsu. Bidding behavior in divisible good auctions: theory and evidence from the turkish treasury auction market. Análisis del Mecanismo de Subastas de Valores Gubernamentales en México, 2002.
[15]
Robert Wilson. Auctions of shares. The Quarterly Journal of Economics, pages 675--689, 1979.
[16]
Eric Maskin and John Riley. Optimal multi-unit auctions'. International library of critical writings in economics, 113:5--29, 2000.
[17]
Fernando Branco. Multiple unit auctions of an indivisible good. Economic Theory, 8(1):77--101, 1996.
[18]
Kerry Back and Jaime F Zender. Auctions of divisible goods: On the rationale for the treasury experiment. The Review of Financial Studies, 6(4):733--764, 1993.
[19]
Pinyan Lu and Tao Xiao. Improved efficiency guarantees in auctions with budgets. In Proceedings of the Sixteenth ACM Conference on Economics and Computation, pages 397--413, 2015.
[20]
Ramesh Johari and John N Tsitsiklis. Efficiency of scalar-parameterized mechanisms. Operations Research, 57(4):823--839, 2009.
[21]
Tim Roughgarden. Approximately optimal mechanism design: Motivation, examples, and lessons learned. ACM SIGecom Exchanges, 13(2):4--20, 2015.
[22]
Peerapong Dhangwatnotai, Tim Roughgarden, and Qiqi Yan. Revenue maximization with a single sample. Games and Economic Behavior, 91:318--333, 2015.
[23]
Richard Cole and Tim Roughgarden. The sample complexity of revenue maximization. In Proceedings of the forty-sixth annual ACM symposium on Theory of computing, pages 243--252, 2014.
[24]
Eric Maskin and John Riley. Monopoly with incomplete information. The RAND Journal of Economics, 15(2):171--196, 1984.
[25]
Chenghao Guo, Zhiyi Huang, Zhihao Gavin Tang, and Xinzhi Zhang. Generalizing complex hypotheses on product distributions: Auctions, prophet inequalities, and pandora's problem. arXiv preprint arXiv:1911.11936, 2019.
[26]
Roger B Myerson. Optimal auction design. Mathematics of operations research, 6(1):58--73, 1981.
[27]
Stephen Boyd, Stephen P Boyd, and Lieven Vandenberghe. Convex optimization. Cambridge university press, 2004.
[28]
Energy Information Administration U.S. Department of Energy. https://www.eia.gov/electricity/data.php, 2019. Accessed: 2019-09-15.
[29]
Chenye Wu, Gabriela Hug, and Soummya Kar. Risk-limiting economic dispatch for electricity markets with flexible ramping products. IEEE Transactions on Power Systems, 31(3):1990--2003, 2016.
[30]
Nan Gu, Haoxiang Wang, Jiasheng Zhang, and Chenye Wu. Bridging chance-constrained and robust optimization in an emission-aware economic dispatch with energy storage. IEEE Transactions on Power Systems, 37(2):1078--1090, 2022.
[31]
Gilbert Strang, Gilbert Strang, Gilbert Strang, and Gilbert Strang. Introduction to linear algebra, volume 3. Wellesley-Cambridge Press Wellesley, MA, 1993.

Cited By

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  • (2022)Are Consumers with Low Serving Costs Necessarily Carbon Friendly?2022 IEEE Sustainable Power and Energy Conference (iSPEC)10.1109/iSPEC54162.2022.10033008(1-5)Online publication date: 4-Dec-2022
  • (2022)A Two-Stage Emission Mismatch Penalty Game to Facilitate Carbon and Electricity Market Interaction2022 IEEE 6th Conference on Energy Internet and Energy System Integration (EI2)10.1109/EI256261.2022.10116087(2838-2843)Online publication date: 11-Nov-2022

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    cover image ACM Conferences
    e-Energy '22: Proceedings of the Thirteenth ACM International Conference on Future Energy Systems
    June 2022
    630 pages
    ISBN:9781450393973
    DOI:10.1145/3538637
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Published: 28 June 2022

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    Author Tags

    1. auction design
    2. economic dispatch
    3. green certificate
    4. sample complexity

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    • (2022)Are Consumers with Low Serving Costs Necessarily Carbon Friendly?2022 IEEE Sustainable Power and Energy Conference (iSPEC)10.1109/iSPEC54162.2022.10033008(1-5)Online publication date: 4-Dec-2022
    • (2022)A Two-Stage Emission Mismatch Penalty Game to Facilitate Carbon and Electricity Market Interaction2022 IEEE 6th Conference on Energy Internet and Energy System Integration (EI2)10.1109/EI256261.2022.10116087(2838-2843)Online publication date: 11-Nov-2022

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