A New Approach to Optimal Location and Sizing of DSTATCOM in Radial Distribution Networks Using Bio-Inspired Cuckoo Search Algorithm

被引:37
作者
Rukmani, Devabalaji Kaliaperumal [1 ]
Thangaraj, Yuvaraj [2 ]
Subramaniam, Umashankar [3 ]
Ramachandran, Sitharthan [4 ]
Elavarasan, Rajvikram Madurai [5 ]
Das, Narottam [6 ,7 ]
Baringo, Luis [8 ]
Rasheed, Mohamed Imran Abdul [9 ]
机构
[1] Hindustan Inst Technol & Sci, Dept Elect & Elect Engn, 1 OMR Rd, Chennai 600077, Tamil Nadu, India
[2] Saveetha Inst Med & Tech Sci, Saveetha Sch Engn, Dept Elect & Elect Engn, Chennai 600077, Tamil Nadu, India
[3] Prince Sultan Univ, Coll Engn, Renewable Energy Lab, Riyadh 11586, Saudi Arabia
[4] Vellore Inst Technol, Sch Elect Engn, Vellore 632014, Tamil Nadu, India
[5] AA Industries, Elect & Automot Parts Mfg Unit, Chennai 600123, Tamil Nadu, India
[6] Cent Queensland Univ, Sch Engn & Technol, Melbourne, Vic 3000, Australia
[7] Cent Queensland Univ, Ctr Intelligent Syst, Sch Engn & Technol, Brisbane, Qld 4000, Australia
[8] Univ Castilla La Mancha, Escuela Tecn Super Ingn Ind, Campus Univ S-N, Ciudad Real 13071, Spain
[9] Vellore Inst Technol, Sch Elect Engn, Chennai 600127, Tamil Nadu, India
关键词
cuckoo search algorithm; DSTATCOM; power loss minimization; radial distribution system; system power losses; LV DISTRIBUTION NETWORKS; D-STATCOM PLACEMENT; DISTRIBUTION-SYSTEMS; CAPACITOR PLACEMENT; OPTIMIZATION; RECONFIGURATION; MITIGATION;
D O I
10.3390/en13184615
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This article proposes a new approach based on a bio-inspired Cuckoo Search Algorithm (CSA) that can significantly envisage with several issues for optimal allocation of distribution static compensator (DSTATCOM) in Radial Distribution System (RDS). In the proposed method, optimal locations of the DSTATCOM are calculated by using the Loss Sensitivity Factor (LSF). The optimal size of the DSTATCOM is simulated by using the newly developed CSA. In the proposed method, load flow calculations are performed by using a fast and efficient backward/forward sweep algorithm. Here, the mathematically formed objective function of the proposed method is to reduce the total system power losses. Standard 33-bus and 69-bus systems have been used to show the effectiveness of the proposed CSA-based optimization method in the RDS with different load models. The simulated results confirm that the optimal allocation of DSTATCOM plays a significant role in power loss minimization and enhanced voltage profile. The placement of DSTATCOM in RDS also plan an important role for minimizing uncertainties in the distribution level. The proposed method encourages one to use renewable-based resources, which results in affordable and clean energy.
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页数:20
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