Fuzzy logic modeling of a grid-connected wind/photovoltaic system with battery storage

Artificial intelligence techniques for photovoltaic applications: A review

“…According to the authors, the experimental results showed that the PV system with MPPT always tracks the peak power point of the PV module under various operating conditions. The MPPT Table 24 Percentage errors of the current, voltage and power values at maximum power point of the OST-80 PV module for testing data [297] Operating Altas and Sharaf [308] In press Novel MPPT based on fuzzy logic 5 Hussein et al [304] 2004 A robust control method for a PV-supplied DC motor 6 Davis and Salameh [309] 2004 Fuzzy Logic Modeling of a Grid-Connected Wind photovoltaic system with Battery Storage 7…”

“…Besides the MPP detector and dual FL MPP tracking controller, the scheme includes two more control units, one of them is for the voltage control of the common dc load bus and the other is for the speed control of the PMDC motor using dc/dc choppers. Davis and Salameh [309] developed component models, based on FL principles, of a grid-connected RE system consisting of wind turbines, PVs and battery storage. The models are evaluated for accuracy using several tests that compare the model output versus actual system output over a wide range of operating conditions.…”

Modeling of a Distributed Generation System using Adaptive Neuro Fuzzy Inference Approach

“…The distributed generation system DGS is presented in Figure1.The system has been installed at the University of Massachusetts Lowell [6]. As it is seen from figure 6, the DGS can be divided into many subsystems:…”

“…The model is evaluated and then it is used to predict the system behavior. The accuracy of model depends mainly on expert knowledge [6].…”