微电网
经济调度
区间(图论)
数学优化
风力发电
计算机科学
最优化问题
功率(物理)
电力系统
控制理论(社会学)
工程类
数学
控制(管理)
物理
量子力学
组合数学
人工智能
电气工程
作者
Yuanzheng Li,Ping Wang,Hoay Beng Gooi,Jian Ye,Lei Wu
出处
期刊:IEEE Transactions on Smart Grid
[Institute of Electrical and Electronics Engineers]
日期:2017-12-28
卷期号:10 (2): 2046-2058
被引量:123
标识
DOI:10.1109/tsg.2017.2787790
摘要
This paper presents a model of multi-objective optimal dispatch of microgrid (MODMG) under uncertainties via the interval optimization (IO) approach. In this model, multiple objectives are optimized simultaneously to meet economics, power quality, and security requirements of microgrid (MG) operations. Moreover, in order to adequately consider uncertain power outputs of wind turbines and photovoltaic cells in an MG, they are presented as interval variables. In turn, the MODMG model under uncertainties is formulated as a multi-objective optimization problem via the IO approach, which is then solved by the optimization algorithm of chaotic group search optimizer with multiple producers (CGSOMP). Simulation studies based on a modified IEEE 112-bus MG verify the effectiveness of the proposed optimal dispatch model and the CGSOMP algorithm.
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