Optimal Allocation of Renewable Distributed Generators and Electric Vehicles in a Distribution System Using the Political Optimization Algorithm

被引:41
|
作者
Dharavat, Nagaraju [1 ]
Sudabattula, Suresh Kumar [1 ]
Velamuri, Suresh [2 ]
Mishra, Sachin [1 ]
Sharma, Naveen Kumar [3 ]
Bajaj, Mohit [4 ,5 ]
Elgamli, Elmazeg [6 ]
Shouran, Mokhtar [6 ]
Kamel, Salah [7 ]
机构
[1] Lovely Profess Univ, Sch Elect & Elect Engn, Phagwara 144411, India
[2] Symbiosis Int Deemed Univ, Symbiosis Inst Technol, Pune 412115, Maharashtra, India
[3] IK Gujral Punjab Tech Univ, Dept Elect Engn, Jalandhar 144603, Punjab, India
[4] Graph Era Deemed Univ, Dept Elect Engn, Dehra Dun 248002, Uttarakhand, India
[5] Natl Inst Technol, Dept Elect & Elect Engn, Delhi 110040, India
[6] Cardiff Univ, Wolfson Ctr Magnet, Sch Engn, Cardiff CF24 3AA, Wales
[7] Aswan Univ, Fac Engn, Elect Engn Dept, Aswan 81542, Egypt
关键词
microgrid (MG); fuel cell; solar; wind; power loss (P-Loss); Electric Vehicles (EVs); optimized charging method;
D O I
10.3390/en15186698
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 paper proposes an effective approach to solve renewable distributed generators (RDGs) and electric vehicle charging station (EVCS) allocation problems in the distribution system (DS) to reduce power loss (P-Loss) and enhance voltage profile. The RDGs considered for this work are solar, wind and fuel cell. The uncertainties related to RDGs are modelled using probability distribution functions (PDF). These sources' best locations and sizes are identified by the voltage stability index (VSI) and political optimization algorithm (POA). Furthermore, EV charging strategies such as the conventional charging method (CCM) and optimized charging method (OCM) are considered to study the method's efficacy. The developed approach is studied on Indian 28 bus DS. Different cases are considered, such as a single DG, multiple DGs and a combination of DGs and EVs. This placement of multiple DGs along with EVs, considering proper scheduling patterns, minimizes P-Loss and considerably improves the voltage profile. Finally, the proposed method is compared with other algorithms, and simulated results show that the POA method produces better results in all aspects.
引用
收藏
页数:25
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