Search Results - "Ghennioui, Hicham"

Short term solar irradiance forecasting using sky images based on a hybrid CNN–MLP model by El Alani, Omaima, Abraim, Mounir, Ghennioui, Hicham, Ghennioui, Abdellatif, Ikenbi, Ilyass, Dahr, Fatima-Ezzahra

“…High penetration of photovoltaics (PV) has been observed in the energy market over the last decade. However, its integration into electrical grids is…”
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Towards decarbonizing large-scale industries: A decision support framework for optimizing grid-connected PV-battery energy systems planning – Case study of an OCP mining site, Morocco, North Africa by Mahir, Oumaima, Rochd, Abdelilah, Benazzouz, Aboubakr, Ghennioui, Hicham

“…Incorporating renewable energy into forthcoming grid-connected or decentralized energy systems assumes an escalating significance and can potentially enhance…”
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Evaluation of Aerosols Impact on global and direct irradiance attenuation under clear sky condition: A case study in Morocco by El Alani, Omaima, Abraim, Mounir, Ghennioui, Hicham, Ghennioui, Abdellatif, Azouzoute, Alae

“…In order to reduce the consumption of fossil fuels, solar energy is a promising alternative. However, solar potential depends on several atmospheric…”
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Comparative study of soiling effect on CSP and PV technologies under semi-arid climate in Morocco by Abraim, Mounir, El Gallassi, Hicham, alani, Omaima El, Ghennioui, Hicham, Ghennioui, Abdellatif, Hanrieder, Natalie, Wilbert, Stefan

“…•Measurement of CSP and PV soiling using real-time soiling sensors (DustIQ and TraCS).•Well-described methodology for processing raw data from DustIQ and TraCS…”
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In-situ heat losses measurements of parabolic trough receiver tubes based on infrared camera and artificial intelligence by Oufadel, Ayoub, Ydrissi, Massaab El, Hassani, Aicha Alami, Ghennioui, Hicham, Ghennioui, Abdelattif, Ghali bennouna, El, Amri, Abderrahmane El, Abdi, Farid

“…•Importance of non-contact thermography inspection.•Analysis of the parameters impacting remote inspection.•Benchmarking image processing methods.•Validation…”
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Power PV Forecasting using Machine Learning Algorithms Based on Weather Data in Semi-Arid Climate by Boujoudar, Mohamed, Bouarfa, Ibtissam, Dadda, Abdelmounaim, Elydrissi, Massaab, Taj, Amine Moulay, Abraim, Mounir, Ghennioui, Hicham, Bennouna, El Ghali

“…As the energy demand continues to rise, renewable energy sources such as photovoltaic (PV) systems are becoming increasingly popular. PV systems convert solar…”
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A Visual Support of Standard Procedures for Solar Radiation Quality Control by El Alani, Omaima, Ghennioui, Hicham, Ghennioui, Abdellatif, Saint-Drenan, Yves-Marie, Blanc, Philippe, Hanrieder, Natalie, Dahr, Fatima-Ezzahra

“…Solar irradiance data from high-quality ground-based measurements are primordial for different solar energy applications. In order to achieve the required…”
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Detection of clear sky instants from high frequencies pyranometric measurements of global horizontal irradiance by El Alani, Omaima, Ghennioui, Hicham, Ghennioui, Abdellatif, Dahr, Fatima-ezzahra

“…Solar resource assessment by clear sky models is of great importance in the solar energy field: verifying the performance of photovoltaic systems during stable…”
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Detection of clear sky instants from high frequencies pyranometric measurements of global horizontal irradiance by El Alani, Omaima, Ghennioui, Hicham, Ghennioui, Abdellatif, Dahr, Fatima-ezzahra

“…Solar resource assessment by clear sky models is of great importance in the solar energy field: verifying the performance of photovoltaic systems during stable…”
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A review of optical errors and available applications of deflectometry technique in solar thermal power applications by El Ydrissi, Massaab, Ghennioui, Hicham, Bennouna, El Ghali, Farid, Abdi

“…The solar collectors represent a considerable part of the concentrated solar power plants, as their shape and quality determine the level of concentration…”
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Techno-economic study of the impact of mirror slope errors on the overall optical and thermal efficiencies- case study: Solar parabolic trough concentrator evaluation under semi-arid climate by El Ydrissi, Massaab, Ghennioui, Hicham, Bennouna, El Ghali, Farid, Abdi

“…In this paper, a techno-economic study of the impact of mirror slope errors is achieved. The geometric and optical efficiencies of a parabolic trough…”
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Techno-economic assessment of soiling losses in CSP and PV solar power plants: A case study for the semi-arid climate of Morocco by Abraim, Mounir, Salihi, Mustapha, El Alani, Omaima, Hanrieder, Natalie, Ghennioui, Hicham, Ghennioui, Abdellatif, El Ydrissi, Massaab, Azouzoute, Alae

“…•Assessment of CSP and PV soiling using real-time soiling sensors (TraCS and DustIQ)•One-year performance analysis of a simulated PV and CSP solar plants was…”
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PVSMS: A system for quantifying soiling effects and optimizing cleaning schedule in PV solar plants by Abraim, Mounir, El Ydrissi, Massaab, Ghennioui, Hicham, Ghennioui, Abdellatif, Hanrieder, Natalie, Wilbert, Stefan, El alani, Omaima, Boujoudar, Mohamed, Azouzoute, Alae

“…•A reliable PV soiling monitoring solution named PVSMS has been developed.•The PVSMS hardware and software design described in detail.•PVSMS software…”
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Dust InSMS: Intelligent soiling measurement system for dust detection on solar mirrors using computer vision methods by El Ydrissi, Massaab, Ghennioui, Hicham, Ghali Bennouna, El, Alae, Azouzoute, Abraim, Mounir, Taabane, Ibrahim, Farid, Abdi

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Data-Driven Digital Inspection of Photovoltaic Panels Using a Portable Hybrid Model Combining Meteorological Data and Image Processing by Oufadel, Ayoub, Azouzoute, Alae, Ghennioui, Hicham, Soubai, Chaimae, Taabane, Ibrahim

“…This article proposes a novel approach to photovoltaic panel inspection through the integration of image classification and meteorological data analysis…”
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Performance assessment of SARIMA, MLP and LSTM models for short-term solar irradiance prediction under different climates in Morocco by El Alani, Omaima, Hajjaj, Charaf, Ghennioui, Hicham, Ghennioui, Abdellatif, Blanc, Philippe, Saint-Drenan, Yves-Marie, El Monady, Mohammed

“…Photovoltaic (PV) production is highly dependent on global solar irradiance (GHI) and often experiences irregular fluctuations. With the continuous increase in…”
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Preconditioned optimization algorithms solving the problem of the non unitary joint block diagonalization: application to blind separation of convolutive mixtures by Cherrak, Omar, Ghennioui, Hicham, Thirion-Moreau, Nadège, Abarkan, El Hossain

“…This article addresses the problem of the Non Unitary Joint Block Diagonalization ( NU - JBD ) of a given set of complex matrices for the blind separation of…”
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Preconditioned optimization algorithms solving the problem of the non unitary joint block diagonalization: application to blind separation of convolutive mixtures by Cherrak, Omar, Ghennioui, Hicham, Thirion-Moreau, Nadège, Abarkan, El Houssein

“…This article addresses the problem of the Non Unitary Joint Block Diagonalization (NU − JBD) of a given set of complex matrices for the blind separation of…”
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Gradient-based joint block diagonalization algorithms: Application to blind separation of FIR convolutive mixtures by Ghennioui, Hicham, Thirion-Moreau, Nadège, Moreau, Eric, Aboutajdine, Driss

“…This article addresses the problem of the non-unitary joint block diagonalization of a given set of complex matrices. Two new algorithms are provided: the…”
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Benchmarking of Detection and Classification Methods for Traffic Sign Recognition: Application on Moroccan Context by Abouzid, Fatima, Hicham, Ghennioui, Aicha, Alami Hassani

“…In recent years, many changes have occurred in machine vision technology. Meanwhile, the automotive industry is evolving, and electronic and embedded systems…”
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