Optimal Allocation of Hybrid Renewable Energy System in Distribution Network using Arithmetic Optimization Algorithm

被引:1
|
作者
Rathore, Arun [1 ]
Kumar, Anupam [1 ]
Shukla, Sunil Kumar [2 ]
Patidar, Narayan Prasad [3 ]
机构
[1] IES Coll Technol, Dept Elect & Elect Engn, IES Campus, Bhopal 462044, India
[2] Madhav Inst Sci & Technol, Dept Informat Technol, Gwalior, India
[3] Maulana Azad Natl Inst Technol, Dept Elect Engn, Bhopal, India
关键词
Probability distribution function; solar PV; wind turbine; battery storage; Backward-Forward sweep; sensitivity analysis; AOA; STORAGE; GENERATION; BATTERY;
D O I
10.1177/0309524X231166859
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
The main focus of this article is the optimal allocation of wind turbines, solar PV and storage in 33 bus radial distribution system. The arithmetic optimization algorithm (AOA) was employed in this work for the optimal sizing of wind turbine and solar PV units with batteries in 33 bus distribution networks. The 1 year period is divided into multiple time segments, and each time segment is evaluated independently. For each time slot solar irradiance and wind speed are generated using suitable probability distribution function. Sensitivity analysis was done to find potential buses that might be placed to reduce computation time and search space. The Backward-Forward sweep technique was used to conduct load flow analysis. For the sake of stability, a reasonable penetration level is selected. The overall energy loss is minimized by the AOA optimization method under equality and inequality constraints. The suggested technique was tested on 33 buses, and it was observed that correct sizing and placement of DG units results in a significant decrease in losses with improved voltage profile.
引用
收藏
页码:935 / 946
页数:12
相关论文
共 50 条
  • [1] Developing a Hybrid Optimization Algorithm for Optimal Allocation of Renewable DGs in Distribution Network
    Awad, Ayman
    Abdel-Mawgoud, Hussein
    Kamel, Salah
    Ibrahim, Abdalla A.
    Jurado, Francisco
    [J]. CLEAN TECHNOLOGIES, 2021, 3 (02): : 409 - 423
  • [2] Optimal Allocation of a Hybrid Renewable Energy-Storage System for Supplying Egyptian Distribution Networks Using Discrete Jaya Algorithm
    Abou El-Ela, A. A.
    Allam, S. M.
    Rizk-Allah, Rizk M.
    Shehata, N. K.
    [J]. 2019 21ST INTERNATIONAL MIDDLE EAST POWER SYSTEMS CONFERENCE (MEPCON 2019), 2019, : 533 - 539
  • [3] Optimal Allocation of Renewable Distributed Generators and Electric Vehicles in a Distribution System Using the Political Optimization Algorithm
    Dharavat, Nagaraju
    Sudabattula, Suresh Kumar
    Velamuri, Suresh
    Mishra, Sachin
    Sharma, Naveen Kumar
    Bajaj, Mohit
    Elgamli, Elmazeg
    Shouran, Mokhtar
    Kamel, Salah
    [J]. ENERGIES, 2022, 15 (18)
  • [4] Optimal Allocation of DSTATCOM in Distribution Network Using Whale Optimization Algorithm
    Balamurugan, P.
    Yuvaraj, T.
    Muthukannan, P.
    [J]. ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2018, 8 (05) : 3445 - 3449
  • [5] Optimal installation of DG in radial distribution network using arithmetic optimization algorithm
    Dey, Indrajit
    Roy, Provas Kumar
    [J]. Advanced Control for Applications: Engineering and Industrial Systems, 2024, 6 (03):
  • [6] Optimal allocation of renewable energy systems in a weak distribution network
    Miller, Markus
    Paternina, Jose Luis
    Contreras, Sergio F.
    Cortes, Camilo A.
    Myrzik, Johanna M. A.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2024, 235
  • [7] Optimal Allocation of Distributed Generations and Capacitor Banks in Distribution Systems Using Arithmetic Optimization Algorithm
    Pamuk, Nihat
    Uzun, Umut Emre
    [J]. APPLIED SCIENCES-BASEL, 2024, 14 (02):
  • [8] Hybrid Algorithm for Optimal Improvement of a Distribution System Resiliency Using Renewable Energy Resources: Case Colombia
    Ramirez Burgos, Rafael
    Danilo Altamar, Luis
    Arango, Adriana
    Bedoya, Juan Carlos
    [J]. 2021 IEEE INTERNATIONAL POWER AND RENEWABLE ENERGY CONFERENCE (IPRECON), 2021,
  • [9] Optimal Allocation of DG in the Radial Distribution Network Using Bat Optimization Algorithm
    Yuvaraj, T.
    Devabalaji, K. R.
    Ravi, K.
    [J]. ADVANCES IN POWER SYSTEMS AND ENERGY MANAGEMENT, 2018, 436
  • [10] Optimal Allocation and Size of Renewable Energy Sources as Distributed Generations Using Shark Optimization Algorithm in Radial Distribution Systems
    Ali, Ehab S.
    Abd Elazim, Sahar. M.
    Hakmi, Sultan H.
    Mosaad, Mohamed I.
    [J]. ENERGIES, 2023, 16 (10)