Planning of autonomous microgrid with energy storage using grid-based multi-objective harmony search algorithm

被引：4

作者：

Kayalvizhi S. ^{[1
]}

Vinod Kumar D.M. ^{[1
]}

机构：

[1] Department of Electrical Engineering, National Institute of Technology Warangal, Warangal

来源：

International Journal of Power and Energy Systems | 2017年 / 37卷 / 01期

关键词：

Energy storage systems; Grid-based harmony search; Microgrid; Optimal planning; Standalone;

D O I：

10.2316/Journal.203.2017.1.203-6276

中图分类号：

学科分类号：

摘要：

In this paper, a novel grid-based multi-objective harmony search (GrMHS) is proposed for optimizing the location of all distributed energy resources in the distribution network. The increasing renewable energy sources (RESs) integration in the distribution network can pose more challenges in maintaining stable grid operation due to their intermittent and uncertain nature. This paper analysed extended microgrid operation of a distribution network operating with constantly varying loads, renewable sources such as wind and solar, conventional generation and energy storage system (ESS). An operation strategy is also proposed for economic commitment of controllable sources and ESSs to maintain stable microgrid operation in the presence of uncertain RESs. The constraint of renewable source available bus limits is also incorporated to study the impact on the objective functions. Moreover, the proposed planning approach with GrMHS is implemented in the IEEE 33-bus system and Indian 85-bus distribution system to validate its effectiveness and two comparison metrics were evaluated and compared with robust NSGA-II and other forms of the multi-objective harmony search algorithm to support the results.

引用

页码：10 / 18

页数：8

共 21 条

[11]

Hussain M.T., Rahim A.H.M.A., Performance of a microgrid including photovoltaic and wind generation systems, International Journal of Power and Energy Systems, 33, pp. 22-29, (2013)

[12]

Majumder R., Some aspects of stability in microgrid, IEEE Transactions on Power Systems, 28, 3, pp. 3243-3252, (2013)

[13]

Kamel R., Chaouachi A., Nagasaka K., Detailed analysis of micro-grid stability during islanding mode under different load conditions, Engineering (Scientific Research), 3, 5, pp. 508-516, (2011)

[14]

Alaboudy A.H., Zeineldin H.H., Kirtley J.L., Microgrid stability characterization subsequent to fault-triggered islanding incidents, IEEE Transactions on Power Delivery, 27, 2, pp. 658-669, (2012)

[15]

(2015)

[16]

Atwa Y.M., El-Saadany E.F., Salama M.M.A., Seethapathy R., Optimal renewable resources mix for distribution system energy loss minimization, IEEE Transactions of Power Systems, 25, 1, pp. 360-370, (2010)

[17]

Teng J.H., Modeling distributed generations in three-phase distribution load flow, IET Generation, Transmission & Distribution, 2, 3, pp. 330-340, (2008)

[18]

Yang X.-S., Harmony search as a metaheuristic algorithm, music-inspired harmony search algorithm: Theory and applications, Studies in Computational Intelligence, (2010)

[19]

Shengxiang Y., Li M., Liu X., A grid based evolutionary algorithm for many-objective optimization, IEEE Transactions of Evolutionary Computation, 17, 5, pp. 721-735, (2013)

[20]

Nekooei K., Farsangi M.M., An improved multi-objective harmony search for optimal placement of DGS in distribution systems, IEEE Transactions on Smart Grid, 4, 1, pp. 557-566, (2013)

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