Type-2 fuzzy logic control of a photovoltaic sourced two stages converter

Article type: Research Article

Authors: Bay, Omer Faruk^{; *} | Yatak, Meral Ozarslan

Affiliations: Department of Electrical and Electronics Engineering, Gazi University, Ankara, Turkiye

Correspondence: [*] Corresponding author. Omer Faruk Bay, Department of Electrical and Electronics Engineering, Gazi University, 06500, Ankara, Turkiye. Tel.: +90 312 2028582; Fax: +90 312 2028947; E-mail: [email protected].

Abstract: This paper presents a practical implementation of an interval type-2 fuzzy logic controller for two stages photovoltaic system consisting of DC- DC boost converter and three-phase inverter. The power converter circuits are nonlinear and have uncertainties. These uncertainties cause noise and delay in the response of power systems. A photovoltaic system has also uncertainties caused by itself. The change in temperature and irradiation cause the change in parameters of photovoltaic systems. Conventional controllers and type-1 fuzzy controllers can’t overcome uncertainties. The main objective of this study is to show the superiority of interval type-2 fuzzy logic controller to overcome the uncertainties. Interval type-2 fuzzy logic controller algorithm was developed for DC- DC boost converter and three-phase space vector modulated inverter. To make comparison, the system was controlled by a type-1 and an interval type-2 fuzzy controller respectively. Simulation studies and real time application were performed. Settling time, overshoot and ripple voltage were investigated for the boost converter. Current and voltage harmonic analysis, frequency and phase angle data were analyzed for three-phase inverter. According to the simulation results and the practical results, interval type-2 fuzzy logic controller offered better solution for the whole system.

Keywords: Type-2 fuzzy logic control, DC-DC power converter, photovoltaic systems, two stages converter

DOI: 10.3233/JIFS-17865

Journal: Journal of Intelligent & Fuzzy Systems, vol. 35, no. 1, pp. 1103-1117, 2018