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Trends and challenges in optimization techniques for operation and control of Microgrid - A review

机译:微电网运行与控制优化技术的趋势与挑战-综述

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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.
机译:本文已尝试揭示用于操作和控制微电网(智能电网的可控部分)的优化技术的趋势和挑战。微电网的操作和控制显然适合多目标优化问题的广泛领域。通过文献回顾的关键分析表明,与较慢的常规方法相比,替代的智能方法在优化领域显示出更好的前景。最新趋势表明,由于需要在短时间内得出近乎最佳的结果,因此从传统的迭代技术(基于梯度的方法)向计算替代方案的转变。计算选择包括进化算法,启发式算法和非经典算法。

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