基于改进黏菌算法的综合能源系统优化调度
Optimal Dispatch of Integrated Energy System Based on Improved Slime Mold Algorithm
张壮杰 1黄伟1
作者信息
- 1. 上海电力大学 自动化工程学院,上海 200090
- 折叠
摘要
为了提高综合能源系统运行的经济性和环保性,提出了一种计及综合需求响应的综合能源系统优化调度模型,分别以系统运行成本最低和碳排放成本最低为目标,利用改进的黏菌算法进行优化求解.以某工业园区为研究对象,进行算例验证.结果表明,该系统考虑综合需求响应对负荷侧用能起到良好的"削峰填谷"的效果,改进黏菌算法可明显降低系统的运行成本和碳排放成本,验证了模型和改进算法的有效性和可行性.
Abstract
In order to improve the economic and environmental performance of integrated energy systems,an integrated energy system optimization model that takes into account integrated demand response is proposed,using an improved slime mold algorithm for optimization and solution,with the goal of minimizing system operating costs and carbon emission costs,respectively.Using a certain industrial park as an object for verification,the results show that integrated demand response can have a good"peak shaving and valley filling"effect on load side energy consumption.Improved slime mold algorithm can significantly reduce the operating and carbon emission costs of the system,verifying the effectiveness and feasibility of the model and improved algorithm.
关键词
综合能源系统/综合需求响应/优化调度/黏菌算法Key words
integrated energy system/integrated demand response/optimize scheduling/slime mold algorithm引用本文复制引用
基金项目
国家自然科学基金(52006131)
国家电网公司华东分部科技项目(H2021-111)
出版年
2024
NETL
NSTL
维普
万方数据