• P-ISSN 0974-6846 E-ISSN 0974-5645

Indian Journal of Science and Technology

Article

Indian Journal of Science and Technology

Year: 2023, Volume: 16, Issue: 35, Pages: 2845-2855

Original Article

Optimal Allocation of Combined DG and DSTATCOM for Enhancement of Voltage Stability in Radial Distribution Networks

Received Date:03 May 2023, Accepted Date:01 August 2023, Published Date:19 September 2023

Abstract

Objectives: To improve the voltage profile, minimize the network power loss and enhance the stability of the Redial Distribution Systems (RDS). Methods: A novel and successful meta-heuristic method of Group Teaching Optimization (GTO) algorithm is proposed to evolve the solution of voltage stability in RDS. The effective compensating devices of DG and DSTATCOM are used for increasing the voltage profile and reducing the system losses. The VSI is also calculated to predetermine the best position of the two compensating devices Findings: GTO is effective in finding the optimal position and sizing of compensating devices. To evaluate the applicability and efficiency of GTO it’s tested on standard IEEE 34 and 69 note RDS. Implementation of GTO algorithm is made using MATLAB software. The simulated results of voltage profile, VSI, Network loss, optimal sizing and position of the DG and DSTATCOM are displayed. Novelty: GTO is a parameter less algorithm; so it has more searching ability, provides accurate results and robustness. Obtained results are also compared with other soft computing methods such as PSO and CSA to prove the performance of the GTO method.

Keywords: Distribution Systems; Voltage Stability; DG And DSTATCOM Placement; Power Loss Minimization and GTO Algorithm

References

  1. Yuvaraj T, Devabalaji KR, Thanikanti SB. Simultaneous Allocation of DG and DSTATCOM Using Whale Optimization Algorithm. Iranian Journal of Science and Technology, Transactions of Electrical Engineering. 2020;44(2):879–896. Available from: https://doi.org/10.1007/s40998-019-00272-w
  2. Salkuti SR. Optimal Allocation of DG and D-STATCOM in a Distribution System using Evolutionary based Bat Algorithm. International Journal of Advanced Computer Science and Applications. 2021;12(4):360–365. Available from: https://doi.org/10.14569/IJACSA.2021.0120445
  3. Salkuti SUR. Optimal location and sizing of DG and D-STATCOM in distribution networks. Indonesian Journal of Electrical Engineering and Computer Science. 2019;16(3):1107. Available from: http://doi.org/10.11591/ijeecs.v16.i3.pp1107-1114
  4. Zellagui M, Lasmari A, Settoul S, El‐sehiemy RA, El‐bayeh CZ, Chenni R. Simultaneous allocation of photovoltaic DG and DSTATCOM for techno‐economic and environmental benefits in electrical distribution systems at different loading conditions using novel hybrid optimization algorithms. International Transactions on Electrical Energy Systems. 2021;31(8):129–142. Available from: https://doi.org/10.1002/2050-7038.12992
  5. Shaik MA, Mareddy PL, Visali N. Enhancement of Voltage Profile in the Distribution system by Reconfiguring with DG placement using Equilibrium Optimizer. Alexandria Engineering Journal. 2022;61(5):4081–4093. Available from: https://doi.org/10.1016/j.aej.2021.09.063
  6. Kandasamy M, Thangavel R, Arumugam T, Kumaravel S, Aruchamy S, Kim WWW, et al. Strategic incorporation of DSTATCOM and distributed generations in balanced and unbalanced radial power distribution networks considering time varying loads. Energy Reports. 2023;9:4345–4359. Available from: https://doi.org/10.1016/j.egyr.2023.03.076
  7. Reddy GH, Koundinya AN, Gope S, Raju M, Singh KM. Optimal Sizing and Allocation of DG and FACTS Device in the Distribution System using Fractional Lévy Flight Bat Algorithm. IFAC-Papers On Line. 2022;55(1):168–173. Available from: https://doi.org/10.1016/j.ifacol.2022.04.028
  8. Zhu S, Wu Q, Jiang Y, Xing W. A novel multi-objective group teaching optimization algorithm and its application to engineering design. Computers & Industrial Engineering. 2021;155:107198. Available from: https://doi.org/10.1016/j.cie.2021.107198

Copyright

2023 Kannemadugu et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Published By Indian Society for Education and Environment (iSee)

DON'T MISS OUT!

Subscribe now for latest articles and news.