FOREX Press I. J. of Electrical & Electronics Research
Support Open Access
  • Home/
  • IJEER-100469

Research Article |

Strategic Integration of DG and ESS by using Hybrid Multi Objective Optimization with Wind Dissemination in Distribution Network

Author(s): P Munisekhar1, G Jayakrishna2 and N Visali3

Published In : International Journal of Electrical and Electronics Research (IJEER)        Volume 10, Issue 4

Publisher : FOREX Publication

Published : 25 December 2022

e-ISSN : 2347-470X

Page(s) : 1199-1205

DOI: https://doi.org/10.37391/IJEER.100469

Abstract

The importance of distributed generation (DG) has increased recently as a result of the growth in commercial and industrial loads, which has put more pressure on conventional energy sources and utilities. Alternative power generation methods that can handle the massive load without endangering the environment are therefore urgently needed. The installation of Energy Storage Systems (ESSs) may give a substantial opportunity to enhance the aesthetic appeal of the distribution system. DG is a practical substitute for conventional energy sources, which have drawbacks for both the economics and the environment. It goes without saying that there are situations in which a large amount of land and money are required. However, improper DG location or sizing increases safety issues because to the increasing power loss caused by larger reverse flow from the load to the supply. In order to reduce power losses and maintain voltage stability, the ideal location and dimensions for the DG and ESS in IEEE Radial Distribution systems are evaluated. To accomplish these objectives, a hybrid Shuffled Frog Leap Algorithm (SFLA) and Improved Firefly Algorithm (SFLA-IFFA) is suggested. The SFLA-IFFA produced better results in terms of the ideal location and DG size when compared to other existing algorithms.

Keywords: DG and ESS, Hybrid Shuffled Frog Leap Algorithm and Improved Firefly Algorithm.




P Munisekhar*, Department of Electrical and Electronics Engineering, Research Scholar, JNTUA, Anathapur, India; Email: manamuni13@gmail.com

G Jayakrishna, Department of Electrical and Electronics Engineering, Professor HMITS, Hyderabad, India

N Visali, Department of Electrical and Electronics Engineering, Professor & HOD, JNTUA, Anathapur, India

    [1] Cleberton Reiz;Tayenne Dias De Lima;Jonatas Boas Leite; Mohammad Sadegh Javadi; Clara Sofia GouveiaIEEE Multi objective Approach for The Optimal Placement of Protection and Control Devices in Distribution Networks With Micro grids Cleberton IEEE Access Year: 2022,Volume: 10,Journal Article, Publisher: IEEE.[Cross Ref]
    [2] Improved ant colony algorithm based on multi-objective optimization Control Zhang Li;Yixiang Luo;Jian Qin;Yubin Zhong2022 IEEE 10th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)Year: 2022 , Volume: 10, Publisher: IEEE.[Cross Ref]
    [3] Multiobjective Optimization for Vehicle Routing Optimization Problem in Low-Carbon Intelligent TransportationNan YinIEEE Transactions on Intelligent Transportation SystemsYear: 2022, Publisher: IEEE[Cross Ref]
    [4] Fathi, Mohammadreza, and Mohammad Ghiasi. "Optimal DG placement to find optimal voltage profile considering minimum DG investment cost in smart neighborhood." Smart Cities 2, no. 2 (2019): 328-344.[Cross Ref]
    [5] Jabari, Farkhondeh, SomayehAsadi, and Sahar Seyed-barhagh. "A novel forward-backward sweep based optimal dg placement approach in radial distribution systems." In Optimization of Power System Problems, pp. 49-61. Springer, Cham, 2020.[Cross Ref]
    [6] Bharti, Dibya, and Mala De. "Comparison of optimal DG placement in radial distribution system using centrality index." In Advances in power and control engineering, pp. 119-131. Springer, Singapore, 2020. [Cross Ref]
    [7] Bhargava, Vani, S. K. Sinha, and M. P. Dave. "Voltage stability enhancement of primary distribution system by optimal DG placement." In Applications of Artificial Intelligence Techniques in Engineering, pp. 65-78. Springer, Singapore, 2019.[Cross Ref]
    [8] M'hamdi, Benalia, Madjid Teguar, and Benaissa Tahar. "Optimal DG unit placement and sizing in radial distribution network for power loss minimization and voltage stability enhancement." Periodica Polytechnica Electrical Engineering and Computer Science 64, no. 2 (2020): 157-169.[Cross Ref]
    [9] Bharti, Dibya, and Mala De. "Comparison of optimal DG placement in radial distribution system using centrality index." In Advances in power and control engineering, pp. 119-131. Springer, Singapore, 2020.[Cross Ref]
    [10] Chiradeja, Pathomthat, Chaichan Pothisarn, and Atthapol Ngaopitakkul. "The study of reliability indices, power losses, and economic effects when distributed generators (DG) connected to a distribution system." Int J Smart Grid Clean Energy 9, no. 2 (2020): 338-345.[Cross Ref]
    [11] Haider, Waseem, S. Jarjees Ul Hassan, Arif Mehdi, Arif Hussain, Gerardo Ondo Micha Adjayeng, and Chul-Hwan Kim. "Voltage profile enhancement and loss minimization using optimal placement and sizing of distributed generation in reconfigured network." Machines 9, no. 1 (2021): 20.[Cross Ref]
    [12] Memarzadeh, Gholamreza, and FarshidKeynia. "A new index‐based method for optimal DG placement in distribution networks." Engineering Reports 2, no. 10 (2020): e12243.[Cross Ref]
    [13] Jalili, Aref, and Bahman Taheri. "Optimal sizing and sitting of distributed generations in power distribution networks using firefly algorithm." Technology and Economics of Smart Grids and Sustainable Energy 5, no. 1 (2020): 1-14.[Cross Ref]
    [14] Wong, Ling Ai, and Vigna K. Ramachandaramurthy. "Optimal battery energy storage system placement using Whale optimization algorithm." International Journal of Electrical and Electronic Engineering & Telecommunications 9, no. 4 (2020): 268-272.[Cross Ref]
    [15] Chithra Devi, S. A., K. Yamuna, and M. Sornalatha. "Multi-objective optimization of optimal placement and sizing of multiple DG placements in radial distribution system using stud krill herd algorithm." Neural Computing and Applications 33, no. 20 (2021): 13619-13634.[Cross Ref]
    [16] Tolba, Mohamed, HegazyRezk, Ahmed A. ZakiDiab, and Mujahed Al-Dhaifallah. "A novel robust methodology based salp swarm algorithm for allocation and capacity of renewable distributed generators on distribution grids." Energies 11, no. 10 (2018): 2556.[Cross Ref]
    [17] Alattar, Alhassan H., S. I. Selem, Hamid Metwally, Ahmed Ibrahim, RaefAboelsaud, Mohamed A. Tolba, and Ali M. El-Rifaie. "Performance enhancement of micro grid system with SMES storage system based on mine blast optimization algorithm." Energies 12, no. 16 (2019): 3110.[Cross Ref]
    [18] ChithraDevi, S. A., L. Lakshminarasimman, and R. Balamurugan. "Stud Krill herd Algorithm for multiple DG placement and sizing in a radial distribution system." Engineering Science and Technology, an International Journal20, no. 2 (2017): 748-759.[Cross Ref]
    [19] Karar Mahmoud, Naoto Yorino, and Abdella Ahmed.” Optimal Distributed Generation Allocation in Distribution Systems for Loss Minimization”. IEEE TRANSACTIONS ON POWER SYSTEMS. March 2016. Power Systems, IEEE Transactions on 31(2):960 – 969.[Cross Ref]
    [20] A Kumar, Sajjan, Kamal K. Mandal, and Niladri Chakraborty. "Optimal DG placement by multi-objective opposition based chaotic differential evolution for techno-economic analysis." Applied Soft Computing 78 (2019): 70-83.[Cross Ref]
    [21] Suresh, M. C. V., and Edward J. Belwin. "Optimal DG placement for benefit maximization in distribution networks by using Dragonfly algorithm." Renewables: Wind, Water, and Solar 5, no. 1 (2018): 1-8.[Cross Ref]
    [22] Essallah, Sirine, Adel Khedher, and Adel Bouallegue. "Integration of distributed generation in electrical grid: Optimal placement and sizing under different load conditions." Computers & Electrical Engineering 79 (2019): 106461.[Cross Ref]
    [23] Kalyani Kurundkar , Dr.G.A.Vaidya “Application of HFPSO-TOPSIS approach for optimally locating and sizing of reactive power compensating devices for voltage control ancillary service” Published In International Journal of Electrical and Electronics Research (IJEER), Volume 9, Issue 3,FOREX Publication, 17 December 2021,e-ISSN : 2347-470XPage(s) : 16-26[Cross Ref]
    [24] Swarnima Singh, Vikash Yadav,”An Improved Particle Swarm Optimization for Prediction of Accident Severity” Published In: International Journal of Electrical and Electronics Research (IJEER), Volume 9, Issue 3, Publisher: FOREX Publication, 30 January 2022, e-ISSN: 2347-470X, Page(s): 42-47.[Cross Ref]
    [25] Sachin B. Shahapure, Vandana A. Kulkarni, and Sanjay M Shinde,”A Technology Review of Energy Storage Systems, Battery Charging Methods and Market Analysis of EV Based on Electric Drives” Published In :International Journal of Electrical and Electronics Research (IJEER), Volume 10, Issue 1 Publisher : FOREX Publication, Published : 30 March 2022, e-ISSN : 2347-470X, Page(s) : 23-35.[Cross Ref]

P. Munisekhar, G Jayakrishna and N Visali (2022), Strategic Integration of DG and ESS by using Hybrid Multi Objective Optimization with Wind Dissemination in Distribution Network. IJEER 10(4), 1199-1205. DOI: 10.37391/IJEER.100469.