PI controller based genetic algorithm for PV inverter using SPWM technique / Muhammad Hafiz Dzikri Mohammad Salihhuddin

Mohammad Salihhuddin, Muhammad Hafiz Dzikri (2025) PI controller based genetic algorithm for PV inverter using SPWM technique / Muhammad Hafiz Dzikri Mohammad Salihhuddin. Degree thesis, Universiti Teknologi MARA, Pulau Pinang.

Abstract

This study focuses on optimizing a three-phase photovoltaic (PV) inverter system using Sinusoidal Pulse Width Modulation (SPWM) with Genetic Algorithm (GA)-optimized Proportional-Integral (PI) controllers. PV systems convert DC power from solar panels into AC power compatible with the grid. SPWM plays a critical role in generating smooth AC waveforms essential for grid synchronization. However, traditional PI controllers have limitations in dynamic response and robustness under varying conditions. To address these challenges, GA is utilized to optimize PI controller parameters, aiming to improve inverter efficiency, stability, and response. MATLAB/Simulink simulations are conducted to validate this approach, demonstrating the superior performance of GA-optimized PI controllers in tasks such as setpoint tracking, disturbance rejection, and ensuring system stability. This research seeks to enhance the reliability and efficiency of PV inverters through innovative control strategies, thereby contributing to improved energy conversion and grid reliability. Future initiatives may include experimental validation in real-world PV systems to further refine and validate these control strategies.

Metadata

Item Type: Thesis (Degree)
Creators:
Creators
Email / ID Num.
Mohammad Salihhuddin, Muhammad Hafiz Dzikri
UNSPECIFIED
Contributors:
Contribution
Name
Email / ID Num.
Thesis advisor
Darus, Rosheila
UNSPECIFIED
Thesis advisor
Hussain, Zakaria
UNSPECIFIED
Thesis advisor
Omar, Saodah
UNSPECIFIED
Subjects: T Technology > TK Electrical engineering. Electronics. Nuclear engineering > Photovoltaic power systems
Divisions: Universiti Teknologi MARA, Pulau Pinang > Permatang Pauh Campus > Faculty of Electrical Engineering
Universiti Teknologi MARA, Pulau Pinang > Permatang Pauh Campus
Programme: Bachelor of Electrical Engineering (Hons) Electrical and Electronic Engineering
Keywords: Photovoltaic (PV), Genetic Algorithm (GA), Proportional-Integral (PI)
Date: February 2025
URI: https://ir.uitm.edu.my/id/eprint/117895
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