WEI Zhenbo, GUO Yi, WEI Ping’an, et al. IGDT-based Multi-objective Expansion Planning Model for Integrated Natural Gas and Electric Power Systems[J]. 2022, 48(2): 526-537.
WEI Zhenbo, GUO Yi, WEI Ping’an, et al. IGDT-based Multi-objective Expansion Planning Model for Integrated Natural Gas and Electric Power Systems[J]. 2022, 48(2): 526-537.DOI:
基于IGDT的电-气互联综合能源系统多目标扩展规划模型
摘要
现有电–气互联综合能源系统规划研究中少见有负荷波动考虑,究其原因是量测数据不足,造成信息条件边界不明确,规划模型适用性低。基于此,提出一种基于信息间隙决策理论(information gap decision theory
Load fluctuation is rarely considered in the planning of integrated natural gas and electric power systems. The reason is that the boundary of information condition is not clear and the applicability of planning model is low for lack of measurement data. Based on this
a multi-objective expansion planning model for transmission level integrated energy system based on information gap decision theory(IGDT) is proposed. Firstly
based on the multi-objective expansion planning model
the uncertainty sets of the maximum fluctuation range of electric and natural gas loads are described.Secondly
the information gap decision theory is used to quantify the level of uncertain factors in typical scenarios
and the optimization margin of the planning model is expanded through transmission switching. Finally
the improved epsilon-constrained algorithm is adopted to solve the multi-objective expansion planning model
and the optimal planning scheme under the pareto solution set is determined by fuzzy decision-making. The simulation results of IEEE-RTS 24 node system and Belgium 20 node system show that the proposed model can effectively quantify the impact of multiple coupling uncertainties in the integrated energy system load
and transmission switching can effectively enhance the planning optimization space.