Multiple DG placements in radial distribution system for multi objectives using Whale Optimization Algorithm

被引:70
|
作者
Prakash, D. B. [1 ]
Lakshminarayana, C. [1 ]
机构
[1] BMSCE, Dept Elect & Elect Engn, Bengaluru 560019, Karnataka, India
关键词
Whale Optimization Algorithm (WOA); Optimal allocation and sizing of DG; Power loss reduction and voltage stability improvement; Radial distribution system; Operating cost minimization; DISTRIBUTION NETWORK; LOSS REDUCTION; MEGAPTERA-NOVAEANGLIAE; GENERATION; CAPACITORS; RECONFIGURATION; ALLOCATION; BEHAVIOR; INDEX;
D O I
10.1016/j.aej.2017.11.003
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study proposes a new application of Whale Optimization Algorithm (WOA) with an aim of finding optimal placement and size of Distributed Generation (DGs) for multi-objectives. Multi-objectives include power loss minimization, voltage profile improvement and operating cost minimization subjected to equality and inequality constraints. Proposed method has been demonstrated on 33-bus and 69-bus radial distribution test systems. Each test system is considered for two different cases: case 1: placing Type 1 DGs (only real power injection). Case 2: placing Type 2 DGs (both real and reactive power injection). Simulated results obtained from the proposed technique are compared with other well-known optimization algorithms like SA, BFOA and IWO and found to be more effective for multi-objectives. (C) 2018 Faculty of Engineering, Alexandria University. Production and hosting by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:2797 / 2806
页数:10
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