Multi-objective Optimization of Electric-gas-thermal Integrated Energy System Based on Non-dominant Sorting Genetic Algorithm

被引:2
作者
Liu, Lei [1 ]
Li, Feng [1 ]
Cao, Qingfeng [2 ]
机构
[1] Jiangsu Univ Technol, Coll Elect & Informat Engn, Changzhou 213001, Jiangsu, Peoples R China
[2] Yangzhou Univ, Coll Elect Energy & Power Engn, Yangzhou 225127, Jiangsu, Peoples R China
来源
2023 IEEE 12TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE, DDCLS | 2023年
基金
中国国家自然科学基金;
关键词
Electric-gas-thermal; Integrated energy system; Genetic algorithm; Multi-objective optimization;
D O I
10.1109/DDCLS58216.2023.10167164
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the development of the times, human society has put forward higher requirements on how to dispatch energy. In order to consider economic factor and environment factor, this paper proposed a dispatching plan with multi-objections promotion based on integrated energy system (IES). This system is composed of three parts, energy input part, energy transform part and energy output part. Based on the system above, economic objective function and environmental objective function are constructed. And then, we use non-dominant sorting genetic algorithm (NSGA-II) with elite strategy to calculate the pareto front of objection functions. As a result, economic factors and environmental factors are considered at the same time, energy utilization efficiency is the highest. And the rationality of the model is verified by case.
引用
收藏
页码:1619 / 1622
页数:4
相关论文
共 16 条
[1]   A Memory-Based Genetic Algorithm for Optimization of Power Generation in a Microgrid [J].
Askarzadeh, Alireza .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2018, 9 (03) :1081-1089
[2]  
[陈洁 Chen Jie], 2013, [电力系统保护与控制, Power System Protection and Control], V41, P7
[3]  
[董帅 Dong Shuai], 2018, [电力系统自动化, Automation of Electric Power Systems], V42, P8
[4]  
He L., 2018, POWER GENERATION TEC, V39, P397
[5]  
Hu Hao, 2017, Electric Power Automation Equipment, V37, P209, DOI 10.16081/j.issn.1006-6047.2017.06.028
[6]  
Jia M., 2020, J. Glob. Energy Interconnect., V3, P1
[7]  
[陆杨 Lu Yang], 2022, [电力系统保护与控制, Power System Protection and Control], V50, P34
[8]  
[屈小云 Qu Xiaoyun], 2021, [中国电力, Electric Power], V54, P153
[9]  
Wang L.M., 2020, ELECT ENG, V12, P55
[10]  
Wang X.D, 2014, COMPR ANAL CHEM, P27