径向配电系统中可再生能源分布式发电机组的优化集成

IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Le Chi Kien, Truong Van Hien, Hoang Do Ngoc Tram, Thai Dinh Pham
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引用次数: 0

摘要

确定基于可再生能源的分布式发电机组在配电系统中的最优集成将带来许多积极的技术和经济影响,对提高配电系统的性能有重要意义。由于分布式发电机组,特别是光伏发电机组和风力发电机组的输出行为受到随机自然条件的强烈影响,因此分布式发电机组的合理安装一直是一个具有挑战性的问题。在本研究中,主要目的是解决多目标函数(MOF)中三个目标的最优非线性约束问题,考虑到越南平顺省实际地区太阳辐照度和风速的不确定性,以最小化(1)总功率损耗,(2)电压偏差和(3)从主电网购买能源的成本。本文解决了考虑等功率因数(PF)的恒发消电(问题1)、最优PF的恒发消电(问题2)和最优PF的时变发电消电(问题3)的配电系统中dgu优化连接的三个问题。针对IEEE 69总线径向配电系统中分布式配电单元同步集成的优化问题,提出了一种新的元启发式优化算法——修正coote优化算法(RCOA)。将上述三个问题的求解结果与已有的方法进行了比较,证明了所提方法具有优越的经济和技术效益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Optimal Integration of Renewable Energy–Based Distributed Generation Units in Radial Distribution System

Optimal Integration of Renewable Energy–Based Distributed Generation Units in Radial Distribution System

Determining the optimal integration of renewable energy–based distributed generation units (DGUs) in electric distribution systems brings many positive technical and economic impacts and contributes significantly for improving the performance of the distribution system. The suitable installation of DGUs is always a challenging problem because the output behaviors of DGUs, specifically photovoltaic units (PVUs) and wind turbine units (WTUs) are strongly affected by stochastic natural conditions. In this study, the main purpose is to address optimal nonlinear constrained problems with three targets in the multiobjective function (MOF) for minimizing (1) total power loss, (2) voltage deviation, and (3) the cost of purchasing energy from the main grid considering the uncertainties of solar irradiance and wind speed in the actual region in Binh Thuan Province, Vietnam. This paper solves three problems related to optimal connection of DGUs in the distribution system considering constant power generation and consumption with unity power factor (PF) (Problem 1), constant power generation and consumption with optimal PF (Problem 2), and time-varying power generation and consumption with optimal PF (Problem 3). Besides, this research also proposes a novel meta-heuristic optimization algorithm called revised coyote optimization algorithm (RCOA) for addressing the optimization problems of the simultaneous integration of DGUs in IEEE 69-bus radial distribution system. The obtained results in above three problems are compared with the original and published methods to demonstrate the superior economic and technical benefits of the proposed method.

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来源期刊
International Transactions on Electrical Energy Systems
International Transactions on Electrical Energy Systems ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
6.70
自引率
8.70%
发文量
342
期刊介绍: International Transactions on Electrical Energy Systems publishes original research results on key advances in the generation, transmission, and distribution of electrical energy systems. Of particular interest are submissions concerning the modeling, analysis, optimization and control of advanced electric power systems. Manuscripts on topics of economics, finance, policies, insulation materials, low-voltage power electronics, plasmas, and magnetics will generally not be considered for review.
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