电力建设2024，Vol.45Issue(9)：178-188,11.DOI:10.12204/j.issn.1000-7229.2024.09.015
多元主体驱动的新型电力系统市场化运行仿真关键技术
Key Simulation Technology for Market-based Operation of New Power System Driven by Multiple Agents
摘要
Abstract
Aiming at the dual-carbon goal,marketization is an effective approach to achieve the safe and stable operation as well as the sustainable development of a new power system. Simulation has become an important research method in this field because it enables the analysis of dynamic processes and facilitates the repetition of experiments. At present,power market simulations do not investigate the whole scene and process. Thus,it is difficult to meet the modeling and simulation specifications of multiple market players. Therefore,this study constructed a behavior model of multi-subject participation in the electricity market,setting and applying the basic framework and key technologies of simulation system development. First,the main components of a new power system were defined,the hierarchical behavior model of intelligent agents was constructed,and the decision-making process was refined based on the principle of reinforcement learning. Second,key technologies such as model construction,market-oriented operation simulation,database,and simulation analysis were explored,and the development and application of simulation systems were performed. The evolution process of a multi-subject driving power system was completely simulated. Finally,the prospects of future development directions of simulation technology were studied.关键词
新型电力系统/电力市场/多元主体/仿真技术/多主体建模Key words
new power system/electricity market/multiple agent/simulation technology/multi-agent modeling分类
信息技术与安全科学引用本文复制引用
张硕,张家源,李英姿,肖阳明,徐振皓,曾鸣..多元主体驱动的新型电力系统市场化运行仿真关键技术[J].电力建设,2024,45(9):178-188,11.基金项目
北京市社会科学基金项目(22GLB020) This work is supported by Social Science Funds of Beijing(No.22GLB020). （22GLB020）
