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Analysis of Market Coupling Mechanism Between Distributed Photovoltaic Penetration and Electricity Market Under Background of Carbon Neutrality
Received date: 2021-12-16
Revised date: 2021-12-18
Accepted date: 2021-12-31
Online published: 2022-07-28
In order to evaluate the possibility of the ‘death spiral’ operation dilemma faced by the retailers with the high level penetration of distributed photovoltaic (PV) under the background of carbon neutrality, and to analyze the key factors that may lead to the ‘death spiral’, the system dynamics approach is applied for modeling. First, the model of customer-side distributed PV penetration guided by market conditions such as sales tariff is established. Then, a model of surplus of retailers is established based on the negative feedback relationship between distributed PV penetration level and the surplus of retailers. The case study evaluates the sensitivity effects of factors such as the generation of distributed PV and wholesale electricity prices on the surplus of retailers. The results show that the surplus of retailers tends to decrease slowly in the mid-long term. An extreme scenario may cause the ‘death spiral’ of retailers in which multiple factors such as transmission and distribution volumes, wholesale tariffs, and maintenance costs change significantly at the same time.
ZHANG Han, HAN Dong, LIU Tan, HUANG Yan . Analysis of Market Coupling Mechanism Between Distributed Photovoltaic Penetration and Electricity Market Under Background of Carbon Neutrality[J]. Journal of Shanghai Jiaotong University, 2023 , 57(4) : 464 -472 . DOI: 10.16183/j.cnki.jsjtu.2021.514
[1] | 王文彬, 郑蜀江, 范瑞祥, 等. “双碳”背景下微网分布式电能交易绩效评价指标与方法[J]. 上海交通大学学报, 2022, 56(3): 312-324. |
[1] | WANG Wenbin, ZHENG Shujiang, FAN Ruixiang, et al. Performance evaluation index and method of micro-grid distributed electricity trading under the background of “carbon peaking and carbon neutrality”[J]. Journal of Shanghai Jiao Tong University, 2022, 56(3): 312-324. |
[2] | KUBLI M. Squaring the sunny circle? On balancing distributive justice of power grid costs and incentives for solar prosumers[J]. Energy Policy, 2018, 114: 173-188. |
[3] | MUAAFA M, ADJALI I, BEAN P, et al. Can adoption of rooftop solar panels trigger a utility death spiral? A tale of two US cities[J]. Energy Research & Social Science, 2017, 34: 154-162. |
[4] | LAWS N D, EPPS B P, PETERSON S O, et al. On the utility death spiral and the impact of utility rate structures on the adoption of residential solar photovoltaics and energy storage[J]. Applied Energy, 2017, 185: 627-641. |
[5] | YU C F, VAN SARK W G J H M, ALSEMA E A. Unraveling the photovoltaic technology learning curve by incorporation of input price changes and scale effects[J]. Renewable and Sustainable Energy Reviews, 2011, 15(1): 324-337. |
[6] | 黄碧斌, 李琼慧. 储能支撑大规模分布式光伏接入的价值评估[J]. 电力自动化设备, 2016, 36(6): 88-93. |
[6] | HUANG Bibin, LI Qionghui. Value assessment for energy storage in supporting large-scale integration of distributed PVs[J]. Electric Power Automation Equipment, 2016, 36(6): 88-93. |
[7] | 张林, 胡宏伟, 杨萌, 等. 新一轮电力体制改革背景下省级电网企业管理模式优化思路与探讨[J]. 经贸实践, 2018(18): 223-224. |
[7] | ZHANG Lin, HU Hongwei, YANG Meng, et al. Optimization of management mode of provincial power grid enterprises under the background of new round of power system re-form[J]. Economic & Trade, 2018(18): 223-224. |
[8] | 陈凯, 李效臻, 黄康任. 输配电价改革: 电价、电量与投资关系研究[J]. 价格理论与实践, 2017(4): 52-55. |
[8] | CHEN Kai, LI Xiaozhen, HUANG Kangren. Reform of transmission-distribution electricity price: Study on the relationship between the price, quantity and investment[J]. Price: Theory & Practice, 2017(4): 52-55. |
[9] | 宋惠忠, 程慧, 韦安强, 等. 新能源光伏对售电市场影响分析[J]. 浙江电力, 2018, 37(6): 42-46. |
[9] | SONG Huizhong, CHENG Hui, WEI Anqiang, et al. Effect analysis of photovoltaics on electricity sales market[J]. Zhejiang Electric Power, 2018, 37(6): 42-46. |
[10] | 刘嘉, 蔡雨楠, 邢琳. 基于大数据的电网成本结构及效益综合分析研究与应用[J]. 电气自动化, 2017, 39(5): 14-16. |
[10] | LIU Jia, CAI Yunan, XING Lin. Research and application of grid cost structure and synthetical benefit analysis based on big data[J]. Electrical Automation, 2017, 39(5): 14-16. |
[11] | 王文彬, 郑蜀江, 范瑞祥, 等. “双碳”背景下微网分布式电能交易绩效评价指标与方法[J]. 上海交通大学学报, 2022, 56(3): 312-324. |
[11] | WANG Wenbin, ZHENG Shujiang, FAN Ruixiang, et al. Performance evaluation index and method of micro-grid distributed electricity trading under the background of “carbon peaking and carbon neutrality”[J]. Journal of Shanghai Jiao Tong University, 2022, 56(3): 312-324. |
[12] | 李佳宇. 考虑需求响应的售电商购售电交易优化模型研究[D]. 北京: 华北电力大学, 2020. |
[12] | LI Jiayu. Research on the optimization model of purchase and sale of electricity retailers considering demand response[D]. Beijing: North China Electric Power University, 2020. |
[13] | 时璟丽. 可再生能源发展促进政策机制分析及建议[J]. 中国能源, 2017, 39(9): 5-9. |
[13] | SHI Jingli. Analysis and suggestions on policy and mechanism of promoting renewable energy development[J]. Energy of China, 2017, 39(9): 5-9. |
[14] | SUN T, TONG L, FENG D H. On the dynamics of distributed energy adoption: Equilibrium, stability, and limiting capacity[J]. IEEE Transactions on Automatic Control, 2020, 65(1): 102-114. |
[15] | 钟永光, 贾晓菁, 钱颖. 系统动力学[M]. 第2版. 北京: 科学出版社, 2013. |
[15] | ZHONG Yongguang, JIA Xiaojing, QIAN Ying. System dynamics[M]. 2nd ed. Beijing: Science Press, 2013. |
[16] | 范慧英. 中国电价形成机制改革研究[D]. 北京: 华北电力大学, 2016. |
[16] | FAN Huiying. Research on the reform of electricity pricing mechanism in China[D]. Beijing: North China Electric Power University, 2016. |
[17] | 施宇翔. 深化电力体制改革下电价形成机制和规制研究[D]. 厦门: 厦门大学, 2019. |
[17] | SHI Yuxiang. Research on forming mechanism and regulation of electricity prices under the deepen reform of the electric power system[D]. Xiamen: Xiamen University, 2019. |
[18] | 艾兴政, 唐小我. 广告媒介下两种产品竞争与扩散模型研究[J]. 管理工程学报, 2000, 14(3): 19-22. |
[18] | AI Xingzheng, TANG Xiaowo. Study of competition and diffusion models about two products in advertisment[J]. Journal of Industrial Engineering and Engineering Management, 2000, 14(3): 19-22. |
[19] | 韩冬, 李孟曈, 严正. 用户侧分布式光伏技术扩散能力评估方法[J]. 中国电机工程学报, 2021, 41(3): 985-994. |
[19] | HAN Dong, LI Mengtong, YAN Zheng. Evaluation method of diffusion capability of user-side distributed photovoltaic technology[J]. Proceedings of the CSEE, 2021, 41(3): 985-994. |
[20] | 盛亚. 技术创新扩散与新产品营销[M]. 北京: 中国发展出版社, 2002. |
[20] | SHENG Ya. Technology innovation diffusion and new product marketing[M]. Beijing: China Development Press, 2002. |
[21] | LUKANOV B R, KRIEGER E M. Distributed solar and environmental justice: Exploring the demographic and socio-economic trends of residential PV adoption in California[J]. Energy Policy, 2019, 134: 110935. |
[22] | 王宏. 中国中等收入群体划分标准: 综述、比较与现实选择[J]. 经济研究参考, 2020(1): 58-69. |
[22] | WANG Hong. Classification criteria of middle income groups in China: Summary, comparison and realistic choice[J]. Review of Economic Research, 2020(1): 58-69. |
[23] | 郑彤彤. 用户创新的机理及模式研究[D]. 武汉: 武汉理工大学, 2014. |
[23] | ZHENG Tongtong. Research on the mechanism and mode of user innovation[D]. Wuhan: Wuhan University of Technology, 2014. |
[24] | 马天男, 杜英, 苟全峰, 等. 基于Berge-NS均衡的电力市场多主体非合作博弈竞争模型[J]. 电力自动化设备, 2019, 39(6): 192-204. |
[24] | MA Tiannan, DU Ying, GOU Quanfeng, et al. Non-cooperative competition game model of multiple subjects in electricity market based on Berge-NS equilibrium[J]. Electric Power Automation Equipment, 2019, 39(6): 192-204. |
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