Global Maximum Power Point Tracking Using Genetic Algorithm Combined with PSO Tuned PID Controller

Autor: Omar Boudebbouz, Abdel Djabar Bouchaala, Ahmed Bouraiou, Issam Attoui, Mohammed Salah Bouakkaz, Saad Motahhir, Ahcene Boukadoum, Nadir Boutasseta
Rok vydání: 2021
Předmět:
Zdroj: Digital Technologies and Applications ISBN: 9783030738815
DOI: 10.1007/978-3-030-73882-2_107
Popis: Several techniques have been proposed to track the global maximum power point (GMPP) in the presence of multiple local peaks introduced when the PV generator is affected by partial shading. Such methods include scanning methods and advanced optimization-based strategies. In this paper, a Genetic Algorithm based MPPT, combined with PID controller tuned using PSO, is proposed to track the MPP. The GA algorithm is applied to give the reference voltage and measured PV voltage to the PID controller that its parameters were tuned using PSO. The obtained results give a good tracking performance of the GMPP under STC conditions and partial shading scenarios.
Databáze: OpenAIRE