本文已被：浏览 536次 下载 315次
投稿时间：2023-11-30
投稿时间：2023-11-30
中文摘要: 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.
keywords: integrated energy system integrated demand response optimize scheduling slime mold algorithm
文章编号：20241011 中图分类号：TK 01+8 文献标志码：
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)。
| 作者 | 单位 | |
| 张壮杰 | 上海电力大学 自动化工程学院 | |
| 黄伟 | 上海电力大学 自动化工程学院 | janehwg@163.com |
引用文本：
张壮杰,黄伟.基于改进黏菌算法的综合能源系统优化调度[J].上海电力大学学报,2024,40(1):66-72.
ZHANG Zhuangjie,HUANG Wei.Optimal Dispatch of Integrated Energy System Based on Improved Slime Mold Algorithm[J].Journal of Shanghai University of Electric Power,2024,40(1):66-72.
张壮杰,黄伟.基于改进黏菌算法的综合能源系统优化调度[J].上海电力大学学报,2024,40(1):66-72.
ZHANG Zhuangjie,HUANG Wei.Optimal Dispatch of Integrated Energy System Based on Improved Slime Mold Algorithm[J].Journal of Shanghai University of Electric Power,2024,40(1):66-72.