Optimal economic and environment operation of micro-grid power systems
Optimal economic and environment operation of micro-grid power systems
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DOI：
10.1016/j.enconman.2016.05.074
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发表时间：
2016-08
影响因子：
10.4
通讯作者：
M. Elsied;A. Oukaour;H. Gualous;O. L. Brutto
中科院分区：
文献类型：
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作者：
M. Elsied;A. Oukaour;H. Gualous;O. L. Brutto
本文提出了一种先进的实时能源管理系统，以优化实时运行中的微电网性能。所提出的管理系统策略利用二元粒子群优化算法的力量来最小化能源成本以及二氧化碳和污染物排放，同时最大化可用可再生能源的功率。先进的实时接口库用于运行优化代码。考虑到所提出问题的复杂性，模拟结果考虑了三种不同的场景。对所提出的管理系统及其控制系统进行了实验测试，以验证从优化算法获得的模拟结果。实验结果凸显了所提出的微电网运行管理系统的有效性。
In this paper, an advanced real-time energy management system is proposed in order to optimize micro-grid performance in a real-time operation. The proposed strategy of the management system capitalizes on the power of binary particle swarm optimization algorithm to minimize the energy cost and carbon dioxide and pollutant emissions while maximizing the power of the available renewable energy resources. Advanced real-time interface libraries are used to run the optimization code. The simulation results are considered for three different scenarios considering the complexity of the proposed problem. The proposed management system along with its control system is experimentally tested to validate the simulation results obtained from the optimization algorithm. The experimental results highlight the effectiveness of the proposed management system for micro-grids operation.