ព្រឹត្តិបត្រស្រាវជ្រាវ (Research Articles)

Title
Optimal Reactive Power Dispatch Using Artificial Gorilla Troops Optimizer Considering Voltage Stability
Author(s)Sokvan In, Sovann Ang*, Chivon Choeung, Sokun Ieng, Horchhong Cheng and Vichet Huy
Status 54 views, 111 downloads Download
Keywords   Optimization     Reactive power     Real power loss     Voltage deviation.  
Abstract

The power system has been expanded to supply and fulfil the consumers’ requirements for reliability, affordability, and power quality. Power loss reduction and voltage stability enhancement are important points and have been considered interesting subjects for researchers and utilities. Furthermore, reactive power plays an important role in power system stability, security, and voltage improvement, and it is known as reactive power dispatch (RPD). In this paper, a newly developed meta-heuristic optimization technique that inspired the gorilla troop’s social intelligence in nature is applied. It is named Artificial Gorilla Troop Optimization (GTO). In addition, GTO is utilized to solve the optimal reactive power dispatch (ORPD) problem, whose real active power and voltage deviation reduction are the objective functions of this study. Generator voltage, transformer tap-changers, and reactive power compensators are the controlled variables that are optimized for achieving the minimum real power loss and bus voltage deviation. To illustrate the efficiency and performance of the proposed algorithm, IEEE 14-bus and 30-bus systems are employed. Moreover, the obtained results are compared with those obtained with other three already existing optimization algorithms, including the genetic algorithm (GA), particle swarm optimization (PSO), and whale optimization algorithm (WOA). Obviously, the proposed approach can prove the optimal values of controlled variables in solving the ORPD problem by giving the minimum real power loss and voltage deviation than those from compared techniques with less computation time.

Journal Name/Conference NameInternational Journal of Electrical and Electronics Research (IJEER)
Publisher/InstitutionFOREX Publication
Field/FacultyElectricity
Publication Year (month)2024
Issue3
Volumn12
Pages1001-1009
DOI/Linkhttps://doi.org/10.37391/IJEER.120334
Recommended CitationSokvan In, Sovann Ang*, Chivon Choeung, Sokun Ieng, Horchhong Cheng and Vichet Huy. (2024). Optimal Reactive Power Dispatch Using Artificial Gorilla Troops Optimizer Considering Voltage Stability. International Journal of Electrical and Electronics Research (IJEER) ,12(3), 1001-1009.DOI:https://doi.org/10.37391/IJEER.120334