Proceedings Article10.1109/icsc58660.2023.10449776
Optimization of STATCOM PI Controller Parameters Using the Hybrid GA-PSO Algorithm
Khadija-Ikram Mahider,Mohammed Ferfra,Reda Rabeh +2 more
- 18 Dec 2023
pp 270-275
1
TL;DR: The hybrid GA-PSO algorithm effectively optimizes the PI controller parameters of a STATCOM for voltage stability improvement, minimizing the integral absolute error (IAE) of the grid voltage.
read more
Abstract: Voltage stability is crucial for power system operation. STATCOM, an adaptable FACTS controller, has a linear PI control with a limited range for nonlinear processes. To overcome this problem, optimization methods such as Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) are used. In this paper, a hybrid GA-PSO was adopted to tune the PI controllers of the studied system. Simulation results are implemented in the MATLAB/Simulink architecture. These results show the effectiveness of the proposed optimization algorithm for minimizing the integral absolute error (IAE) of the grid voltage comparing to PI tuned by GA and PSO algorithms and the traditional PI.
read more
Chat with Paper
AI Agents for this Paper
Find similar papers on Google Scholar, PubMed and Arxiv
Write a critical review of this paper
Analyze citations of this paper to find unaddressed research gaps
Citations
Fault Diagnosis of Wind Turbine Gears Based on Parameter Optimised Vmd and Cnn-Bilstm
Zhen Wang,Hui Liu,Jie Gong,Lei Kou,B Zhang +4 more
- 01 Jan 2024
TL;DR: The paper proposes a fault diagnosis method for wind turbine gears based on optimized VMD and CNN-BiLSTM models. The method utilizes vibration signals to diagnose faults in the gears.
References
A hybrid PSO-GA algorithm for constrained optimization problems
TL;DR: Experimental results indicate that the proposed approach to solving the constrained optimization problems may yield better solutions to engineering problems than those obtained by using current algorithms.
657
Modified PSO algorithm for real-time energy management in grid-connected microgrids
TL;DR: Simulation results reveal the suitability of applying the regularised PSO algorithm with the proposed cost function, which can be adjusted according to the need of the community, for real-time energy management.
277
Design of a Self-Tuning PI Controller for a STATCOM Using Particle Swarm Optimization
Chien-Hung Liu,Yuan-Yih Hsu +1 more
TL;DR: A self-tuning proportional-integral (PI) controller in which the controller gains are adapted using the particle swarm optimization (PSO) technique is proposed for a static synchronous compensator (STATCOM).
223
Near-Optimal PI Controllers of STATCOM for Efficient Hybrid Renewable Power System
Mohamed I. Mosaad,Haitham Saad Mohamed Ramadan,Mansour Aljohani,Mohamed F. El-Naggar,Sherif S. M. Ghoneim +4 more
TL;DR: In this paper, the static synchronous compensator (STATCOM) is considered for both improving the performance of a hybrid system, which contains WECS and photovoltaics (PVs) against wind gusts and maintaining the continuous operations of RESs during three-phase fault occur at the point of common coupling (PCC) between the RESs and the grid.