A novel protection scheme for solar photovoltaic generator connected networks using hybrid harmony search algorithm-bollinger bands approach

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SCOPUS

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초록

This paper introduces a new protection system for solar photovoltaic generator (SPVG)-connected networks. The system is a combination of voltage-restrained overcurrent relays (VROCRs) and directional overcurrent relays (DOCRs). The DOCRs are implemented to sense high fault current on the grid side, and VROCRs are deployed to sense low fault current supplied by the SPVG. Furthermore, a novel challenge for the optimal coordination of DOCRs-DOCRs and DOCRs-VROCRs is formulated. Due to the inclusion of additional constraints of VROCR, the relay coordination problem becomes more complicated. To solve this complex problem, a hybrid Harmony Search Algorithm-Bollinger Bands (HSA-BB) method is proposed. Also, the lower and upper bands in BB are dynamically adjusted with the generation number to assist the HSA in the exploration and exploitation stages. The proposed method is implemented on three different SPVG-connected networks. To exhibit the effectiveness of the proposed method, the obtained results are compared with the genetic algorithm (GA), particle swarm optimization (PSO), cuckoo search algorithm (CSA), HSA and hybrid GA-nonlinear programming (GA-NLP) method. Also, the superiority of the proposed method is evaluated using descriptive and nonparametric statistical tests. © 2020 by the authors.

키워드

Artificial intelligence; Bollinger Bands; Directional overcurrent relay; Harmony Search Algorithm; Microgrid protection; Optimum relay coordination; Power system protection; Solar photovoltaic generator; Statistical test; Voltage restrained overcurrent relay; Electric equipment protection; Electric relays; Learning algorithms; Nonlinear programming; Particle swarm optimization (PSO); Solar concentrators; Solar power generation; Cuckoo search algorithms; Directional overcurrent relay (DOCRs); Exploration and exploitation; Hybrid harmony search algorithms; Non-parametric statistical tests; Optimal coordination; Protection schemes; Solar photovoltaics; Genetic algorithms
제목
A novel protection scheme for solar photovoltaic generator connected networks using hybrid harmony search algorithm-bollinger bands approach
저자
Rajput V.N.; Pandya K.S.; Hong J.; Geem Z.W.
DOI
10.3390/en13102439
발행일
2020-05
유형
Article
저널명
Energies
권
13
호
10