微电网运行与控制优化技术的发展趋势与挑战

M. Narkhede, S. Chatterji, Smarajit Ghosh
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引用次数: 17

摘要

本文试图揭示智能电网可控部分微电网运行与控制优化技术的发展趋势和挑战。微电网的运行与控制问题显然属于多目标优化问题的广泛范畴。通过文献综述的批判性分析表明,与较慢的传统方法相比,替代智能方法在优化领域表现出更好的前景。由于需要在短时间内获得接近最优的结果,最新的趋势表明,从传统的迭代技术(基于梯度的方法)转向计算替代方案。计算替代方案包括进化、启发式和非经典算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Trends and challenges in optimization techniques for operation and control of Microgrid - A review
An attempt has been made in this paper to reveal the trends and challenges in optimization techniques for operating and controlling the Microgrid, a controllable part of the smart grid. The Operation and control of Microgrid clearly fits into the broad area of multi-objective optimization problem. A critical analysis of the through literature review indicates that the alternative intelligent methods as compared to the slower conventional methods are showing better promise in the area of optimization. The latest trend shows the shift towards computational alternatives from the traditional iterative techniques (gradient based methods) due to the need of deriving near-optimum results in short periods of time. The computational alternatives include evolutionary, heuristic, and nonclassical algorithms.
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