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
相关论文
共 50 条
  • [21] Allocation and Sizing of Distributed Generators in Distribution System Using Multi-Objective Optimization
    dos Santos Junior, Vanio Ferreira
    Freire Ferraz, Renato Santos
    Rueda-Medina, Augusto Cesar
    2023 15TH SEMINAR ON POWER ELECTRONICS AND CONTROL, SEPOC, 2023,
  • [22] Distributed Generators allocation in Distribution System
    Babu, P. Vijay
    Singh, Shailendra
    Singh, S. P.
    2017 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2017,
  • [23] Optimal planning of power distribution system employing electric vehicle charging stations and distributed generators using metaheuristic algorithm
    Mehroliya, Shweta
    Arya, Anoop
    ELECTRICAL ENGINEERING, 2024, 106 (02) : 1373 - 1389
  • [24] Optimal planning of power distribution system employing electric vehicle charging stations and distributed generators using metaheuristic algorithm
    Shweta Mehroliya
    Anoop Arya
    Electrical Engineering, 2024, 106 : 1373 - 1389
  • [25] Optimal allocation of stochastically dependent renewable energy based distributed generators in unbalanced distribution networks
    Abdelaziz, A. Y.
    Hegazy, Y. G.
    El-Khattam, Walid
    Othman, M. M.
    ELECTRIC POWER SYSTEMS RESEARCH, 2015, 119 : 34 - 44
  • [27] An integrated approach for scheduling electric vehicles and distributed generators in a smart distribution system
    Suresh, Velamuri
    Sudabattula, Suresh Kumar
    Prabaharan, N.
    Sitharthan, R.
    Rajesh, M.
    INTERNATIONAL JOURNAL OF HEAVY VEHICLE SYSTEMS, 2023, 30 (03) : 317 - 334
  • [28] Probabilistic Load Flow Algorithm of Distribution Networks with Distributed Generators and Electric Vehicles Integration
    Zhou, Bowen
    Yang, Xiao
    Yang, Dongsheng
    Yang, Zhile
    Littler, Tim
    Li, Hua
    ENERGIES, 2019, 12 (22)
  • [29] Optimal Allocation of Renewable Distributed Generation and Capacitor Banks in Distribution Systems using Salp Swarm Algorithm
    Sambaiah, Kola Sampangi
    Jayabarathi, T.
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2019, 9 (01): : 96 - 107
  • [30] Multi-Objective Optimal Allocation of Electric Vehicle Charging Stations and Distributed Generators in Radial Distribution Systems using Metaheuristic Optimization Algorithms
    Ponnam, Venkata K. Babu
    Swarnasri, K.
    ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2020, 10 (03) : 5837 - 5844