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Solution to optimal reactive power dispatch in transmission system using meta-heuristic techniques-Status and technological review

机译:基于元启发式技术的输电系统无功优化调度方法研究

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摘要

Power system operation with proper planning is an utmost task for enhancing the economy of the country. The Optimal Reactive Power Dispatch (ORPD) plays an important task for secure, reliable and optimal operations of power system. ORPD is a complex, non-linear, non-convex, non-continuous and multi-model problem which involves discrete as well as continuous variables. Thus, its solution comprises of different objective functions like improving voltage profile, reducing power losses, voltage stability enhancement and transmission cost minimization. Due to the non-linear nature of problem, most of the techniques applied to ORPD are meta-heuristic. Despite the numerous articles published on these techniques, none has given sufficient emphasis on the comprehensively summarizing the existing meta-heuristic methods for solution of ORPD problem. This work presents a survey of different meta-heuristic techniques applied for solution of ORPD problems in power transmission system. Moreover, a new meta-heuristic Sine-Cosine algorithm is also proposed to solve the problem. A case study is performed where different meta-heuristic techniques are implemented to solve the same problem. Later, statistical analysis is performed to rank all implemented techniques. It is envisaged that the information gathered in this paper will be a valuable one-stop source of information for researchers working on this topic.
机译:有计划地进行电力系统运行是提高国家经济水平的最高任务。最优无功调度(ORPD)对于安全,可靠和最佳的电力系统运行起着重要的作用。 ORPD是一个复杂,非线性,非凸,非连续和多模型的问题,涉及离散变量和连续变量。因此,其解决方案包括不同的目标功能,例如改善电压曲线,减少功率损耗,增强电压稳定性和使传输成本最小化。由于问题的非线性性质,应用于ORPD的大多数技术都是元启发式的。尽管发表了许多关于这些技术的文章,但没有一篇文章充分强调了解决ORPD问题的现有元启发式方法。这项工作提出了用于解决电力传输系统中ORPD问题的不同元启发式技术的概述。此外,还提出了一种新的元启发式正弦余弦算法来解决该问题。进行案例研究,其中采用了不同的元启发式技术来解决同一问题。之后,执行统计分析以对所有已实施的技术进行排名。可以预想,本文收集的信息将为从事该主题的研究人员提供有价值的一站式信息。

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