• Publications
  • Influence
Artificial intelligence techniques for photovoltaic applications: A review
Artificial intelligence (AI) techniques are becoming useful as alternate approaches to conventional techniques or as components of integrated systems. They have been used to solve complicatedExpand
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A novel fault diagnosis technique for photovoltaic systems based on artificial neural networks
This work proposes a novel fault diagnostic technique for photovoltaic systems based on Artificial Neural Networks (ANN). For a given set of working conditions - solar irradiance and photovoltaicExpand
  • 197
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Input output feedback linearization control and variable step size MPPT algorithm of a grid-connected photovoltaic inverter
In this paper, the power factor of a grid-connected photovoltaic inverter is controlled using the input output Feedback Linearization Control (FLC) technique. This technique transforms the nonlinearExpand
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Modeling and simulation of a stand-alone photovoltaic system using an adaptive artificial neural network: Proposition for a new sizing procedure
This paper presents an adaptive artificial neural network (ANN) for modeling and simulation of a Stand-Alone photovoltaic (SAPV) system operating under variable climatic conditions. The ANN combinesExpand
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Fault detection method for grid-connected photovoltaic plants
In this work, an automatic fault detection method for grid-connected photovoltaic (GCPV) plants is presented. The proposed method generates a diagnostic signal which indicates possible faultsExpand
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Feasibility study and sensitivity analysis of a stand-alone photovoltaic–diesel–battery hybrid energy system in the north of Algeria
This paper aims to study the techno-economical feasibility of a photovoltaic–diesel–battery hybrid energy system (HES) destined to electrify a research unit (UDES) located in the north of Algeria.Expand
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Artificial Intelligence technique for modelling and forecasting of solar radiation data: a review
  • A. Mellit
  • Computer Science
  • Int. J. Artif. Intell. Soft Comput.
  • 1 November 2008
Artificial Intelligence (AI) has been used and applied in different sectors, such as engineering, economic, medicine, military, marine, etc. AI has also been applied for modelling, identification,Expand
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A hybrid model (SARIMA-SVM) for short-term power forecasting of a small-scale grid-connected photovoltaic plant
Abstract In this work, a new hybrid model for short-term power forecasting of a grid-connected photovoltaic plant is introduced. The new model combines two well-known methods: the seasonalExpand
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ANN-based GA for generating the sizing curve of stand-alone photovoltaic systems
  • A. Mellit
  • Computer Science
  • Adv. Eng. Softw.
  • 1 May 2010
Recent advances in artificial intelligence techniques have allowed the application of such technologies in real engineering problems. In this paper, an artificial neural network-based geneticExpand
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An adaptive wavelet-network model for forecasting daily total solar-radiation
The combination of wavelet theory and neural networks has lead to the development of wavelet networks. Wavelet-networks are feed-forward networks using wavelets as activation functions.Expand
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