政府参与机制下电力市场监管三方的演化博弈与仿真分析

IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Journal of Renewable and Sustainable Energy Pub Date : 2024-05-01 DOI:10.1063/5.0192019
Menglin Hou, Zhumei Luo, Shan Qing, Xiaoxu Zhang
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引用次数: 0

摘要

促进新能源发电广泛接入和融入现有电力市场,是中国实现碳峰值和碳中和的关键战略。由政府监管部门、发电企业、第三方检测机构组成的联合监管机制已成为保障电力市场稳定运行、维护各方经济利益的有效途径。为了分析影响该机制的关键因素,提高监管效率,本文构建了一个三方演化博弈模型,探讨了不同策略选择下参与者的动机,并建立了一套评价生产者的指标体系。利用统一动力学方法对演化博弈模型进行数值模拟,并通过演化稳定策略分析揭示关键参数如何影响博弈结果及其动态过程,从而找出影响策略选择的潜在驱动因素。研究结果表明,在市场发展初期,提高企业的盈利能力至关重要,政府需要实施严格的惩罚和高额的奖励。随着市场的逐步成熟和透明化,政府可以逐步降低惩罚力度。同时,确保上级部门对政府的问责机制是保证监管有效性的关键。本研究为构建新的电力市场监管结构提供了重要的理论依据和政策建议。
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Evolutionary game and simulation analysis of three parties of electricity market regulation under government participation mechanism
Promoting the widespread access and integration of new energy generation into existing power markets is a key strategy for China to achieve peak carbon and carbon neutrality. A joint regulatory mechanism composed of government regulators, power generation enterprises, and third-party testing organizations has become an effective way to ensure the stable operation of the power market and safeguard the economic interest of all parties. In order to analyze the key factors affecting the mechanism and improve the regulatory efficiency, this paper constructs a three-party evolutionary game model, explores the motivations of the participants under different strategy choices, and establishes a set of indicator systems for evaluating producers. The evolutionary game model is numerically simulated using the unified dynamics method, and the evolutionary stable strategy analysis is used to reveal how the key parameters affect the outcome of the game and its dynamic process, so as to find out the potential driving factors affecting the strategy choices. The results of the study show that in the early stage of market development, it is crucial to improve the profitability of firms, and the government needs to impose strict penalties and high incentives. As the market gradually matures and becomes more transparent, the government can gradually reduce the level of penalties. At the same time, ensuring accountability mechanisms from higher authorities to the government is key to ensure the effectiveness of regulation. This study provides an important theoretical basis and policy recommendations for constructing a new regulatory structure for the electricity market.
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来源期刊
Journal of Renewable and Sustainable Energy
Journal of Renewable and Sustainable Energy ENERGY & FUELS-ENERGY & FUELS
CiteScore
4.30
自引率
12.00%
发文量
122
审稿时长
4.2 months
期刊介绍: The Journal of Renewable and Sustainable Energy (JRSE) is an interdisciplinary, peer-reviewed journal covering all areas of renewable and sustainable energy relevant to the physical science and engineering communities. The interdisciplinary approach of the publication ensures that the editors draw from researchers worldwide in a diverse range of fields. Topics covered include: Renewable energy economics and policy Renewable energy resource assessment Solar energy: photovoltaics, solar thermal energy, solar energy for fuels Wind energy: wind farms, rotors and blades, on- and offshore wind conditions, aerodynamics, fluid dynamics Bioenergy: biofuels, biomass conversion, artificial photosynthesis Distributed energy generation: rooftop PV, distributed fuel cells, distributed wind, micro-hydrogen power generation Power distribution & systems modeling: power electronics and controls, smart grid Energy efficient buildings: smart windows, PV, wind, power management Energy conversion: flexoelectric, piezoelectric, thermoelectric, other technologies Energy storage: batteries, supercapacitors, hydrogen storage, other fuels Fuel cells: proton exchange membrane cells, solid oxide cells, hybrid fuel cells, other Marine and hydroelectric energy: dams, tides, waves, other Transportation: alternative vehicle technologies, plug-in technologies, other Geothermal energy
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