| 智能家庭用电多目标优化方案研究 |
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| 引用本文： | 蒋欣瑞,李勇成,周小林.智能家庭用电多目标优化方案研究[J].上海师范大学学报(自然科学版),2023,52(4):412-417. |
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| 作者姓名： | 蒋欣瑞 李勇成 周小林 |
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| 作者单位： | 复旦大学 信息科学与工程学院, 上海 200438 |
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| 摘 要： | 分析了家庭用电的微电网系统,研究了粒子群算法以及多目标优化理论. 在此基础上,设计了一种面向家庭用电的多目标优化模型,利用人工智能粒子群算法处理多维目标函数,制定了用电优化策略. 计算机仿真结果表明,该策略有效优化了家庭能耗,达到了节能减排的目的.
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| 关 键 词： | 智能电网 粒子群算法 多目标优化 能源管理 |
| 收稿时间： | 2023/6/28 0:00:00 |
Research on multi-objective optimization scheme for smart home electricity consumption |
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| JIANG Xinrui,LI Yongcheng,ZHOU Xiaolin.Research on multi-objective optimization scheme for smart home electricity consumption[J].Journal of Shanghai Normal University(Natural Sciences),2023,52(4):412-417. |
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| Authors: | JIANG Xinrui LI Yongcheng ZHOU Xiaolin |
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| Institution: | School of Information Science and Engineering, Fudan University, Shanghai 200438, China |
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| Abstract: | the microgrid system for home electricity consumption was analyzed, and the particle swarm algorithm as well as the multi-objective optimization theory were studied. On this basis, a multi-objective optimization model for household electricity consumption was designed, and the power consumption optimization strategy was formulated by using artificial intelligence particle swarm algorithm to process the multi-dimensional objective function. The computer simulation showed that the above strategy effectively optimized the household energy consumption and achieved the purpose of energy saving and emission reduction. |
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| Keywords: | smart grid particle swarm algorithm multi-objective optimization energy management |
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