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Titlebook: Renewable Energy for Smart and Sustainable Cities; Artificial Intellige Mustapha Hatti Conference proceedings 2019 Springer Nature Switzerl

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Artificial Neural Networks Technique to Detect and Locate an Interturn Short-Circuit Fault in Inducthe faults detection and diagnosis of IMs have moved from traditional techniques that using the signals analysis to artificial intelligence (AIs) techniques such as the neural networks (NNs). Unfortunately, stator faults related failures account for a large percentage of faults in IMs. In this contex
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Monitoring Tool for Stand-Alone Photovoltaic System Using Artificial Neural Networkic (SAPV) system, where the data learning includes the voltage and current of PV panels, Battery and load are collected for different operation mode of the system (healthy and faulty). The proposed approach is applied to small SAPV system installed at LREA in the University of Médéa, Algeria in whic
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Prediction PV Power Based on Artificial Neural Networks structures of ANNs were tested: multiple-layer perceptron and radial basic function. The results obtained gave good coefficients of correlation, the statistical R.-value obtained is about 0.96 to predict this important parameter.
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Fuzzy Logic Control Scheme of Voltage Source Converter in a Grid Connected Solar Photovoltaic SystemAC) grid via a boost converter and a three-phase three-level voltage source converter. The three phase VSC converts the DC link voltage to AC and keeps unity power factor. The VSC control system uses two controllers. The first one is an external fuzzy controller which regulates the DC link voltage t
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Fuzzy Logic Controller Based Perturb and Observe Algorithm for Photovoltaic Water Pump Systemnd inexhaustible renewable energy. However, these devices do not always naturally operate at maximum efficiency due to the nonlinearity of their output current-voltage characteristic which is affected by the panel temperature and irradiance. Hence, the addition of a high performance maximum-power-po
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Monitoring Tool for Stand-Alone Photovoltaic System Using Artificial Neural Networkh the results of classification show a high accuracy up to 97%. In addition, a Graphical User Interface (GUI) Matlab is created in computer to display the results of classification by the developed ANN.
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Application of Improved Artificial Neural Network Algorithm in Hydrocarbons’ Reservoir Evaluationithm is applied to eleven wells data of the Algerian Sahara where necessary curves (Gama Ray, density curve Rhob, Neutron porosity curve Nphi, Sonic curve dt, photoelectric factor curve PE) for realization of this technique are available. A graphical user interface is developed in order to simplify the use of the algorithm for interpreters.
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