Search Results - "Gairaa, Kacem"

A comprehensive review of hybrid models for solar radiation forecasting by Guermoui, Mawloud, Melgani, Farid, Gairaa, Kacem, Mekhalfi, Mohamed Lamine

“…Solar radiation components assessment is a highly required parameter for solar energy applications. Due to the non-stationary behavior of solar radiation…”
Get full text

A novel ensemble learning approach for hourly global solar radiation forecasting by Guermoui, Mawloud, Benkaciali, Said, Gairaa, Kacem, Bouchouicha, Kada, Boulmaiz, Tayeb, Boland, John W.

“…Precise solar radiation forecasting can provide great benefits and solutions for smart grid distribution and electricity management. However, its…”
Get full text

Impact of DNI nowcasting on annual revenues of CSP plants for a time of delivery based feed in tariff by Dersch, Jürgen, Schroedter-Homscheidt, Marion, Gairaa, Kacem, Hanrieder, Natalie, Landelius, Tomas, Lindskog, Magnus, Müller, Stefan C., Ramirez Santigosa, Lourdes, Sirch, Tobias, Wilbert, Stefan

“…The impact of combined direct normal irradiation nowcasts on revenues of two different concentrating solar power plant technologies under a time-of-delivery…”
Get full text

Solar Energy Potential Assessment in the Algerian South Area : Case of Ghardaïa Region by Gairaa, Kacem, Bakelli, Yahia

“…Due to its geographical position in the solar belt, Algeria is blessed with an abundance of solar energy and has the opportunity to utilize this bounty of…”
Get full text

Estimation of the daily global solar radiation based on Box–Jenkins and ANN models: A combined approach by Gairaa, Kacem, Khellaf, Abdallah, Messlem, Youcef, Chellali, Farouk

“…In this paper, a new combined model coupling the linear autoregressive moving average (ARMA) model and the nonlinear artificial neural network (ANN) model has…”
Get full text

New temperature-based predicting model for global solar radiation using support vector regression by Guermoui, Mawloud, Abdelaziz, Rabehi, Gairaa, Kacem, Djemoui, Lalmi, Benkaciali, Said

“…This paper proposes a new approach for daily horizontal global solar radiation prediction using only air temperature as an input. The proposed approach is…”
Get full text

Comparative study of two models to estimate solar radiation on an inclined surface by Benkaciali, Said, Gairaa, Kacem

“…Our work is focused on the study of the solar radiation received on three inclined surface: 32°, 60° and 90° facing south. So, we proposed two theoretical…”
Get full text

Modélisation de l’irradiation solaire globale incidente sur un plan incliné by Benkaciali, Said, Gairaa, Kacem

“…Notre étude consiste à examiner la performance des modèles de rayonnement solaire pour estimer l’irradiation global quotidienne sur une surface inclinée pour…”
Get full text

Introducing the best model for estimation the monthly mean daily global solar radiation on a horizontal surface (Case study: Algeria) by Mecibah, Mohamed Salah, Boukelia, Taqiy Eddine, Tahtah, Reda, Gairaa, Kacem

“…In this study, 11 empirical models are developed correlating the monthly mean daily global solar radiation on a horizontal surface with monthly mean sunshine…”
Get full text

Contribution of ordinal variables to short-term global solar irradiation forecasting for sites with low variabilities by Gairaa, Kacem, Voyant, Cyril, Notton, Gilles, Benkaciali, Saïd, Guermoui, Mawloud

“…The share of photovoltaic energy is more and more increasing in the World energy mix; the intermittence of this production makes difficult to maintain the…”
Get full text

New soft computing model for multi-hours forecasting of global solar radiation by Guermoui, Mawloud, Bouchouicha, Kada, Benkaciali, Said, Gairaa, Kacem, Bailek, Nadjem

“…The growing development of photovoltaic technology has explored the role of effective solar irradiance forecasting in grid security and stability However, due…”
Get full text

Estimation of the daily global solar radiation based on the Gaussian process regression methodology in the Saharan climate by Guermoui, Mawloud, Gairaa, Kacem, Rabehi, Abdelaziz, Djafer, Djelloul, Benkaciali, Said

“… Accurate estimation of solar radiation is the major concern in renewable energy applications. Over the past few years, a lot of machine learning paradigms…”
Get full text

Potential assessment of the TVF-EMD algorithm in forecasting hourly global solar radiation: Review and case studies by Guermoui, Mawloud, Gairaa, Kacem, Ferkous, Khaled, Santos, Domingos S. de O., Arrif, Toufik, Belaid, Abdelfetah

“…Accurate and effective forecasting of short-term global solar radiation is critical for the development of photovoltaic systems, particularly for integration…”
Get full text

Evaluation of the global solar irradiation from the artificial neural network technique by Benkaciali, Said, Haddadi, Mourad, Khellaf, Abdallah, Gairaa, Kacem, Guermoui, Mawloud

“…In this study, many experiments were carried out to assess the influence of the some input parameters on performance of the multilayer perceptron techniques,…”
Get full text

Support vector regression methodology for estimating global solar radiation in Algeria by Guermoui, Mawloud, Rabehi, Abdelaziz, Gairaa, Kacem, Benkaciali, Said

“… Accurate estimation of Daily Global Solar Radiation (DGSR) has been a major goal for solar energy applications. In this paper we show the possibility of…”
Get full text

Clear-sky models evaluation of two sites over Algeria for PV forecasting purpose by Gairaa, Kacem, Benkaciali, Saïd, Guermoui, Mawloud

“… Clear-sky models are needed in various fields of solar energy, such as solar sensors calibration, quality control of solar data, CSP and PV energy…”
Get full text

Optimal Land Suitability Based on GIS Tools for Solar PV Farms by Gairaa, Kacem, Guermoui, Mawloud, Zaiani, Mohammed, Belaid, Sabrina, Benkaciali, Said

“…Currently, the energy policy in Algeria emphasizes the diversification of energy sources and encourages the penetration of other sources such as solar energy…”
Get full text

Etude de performance des modèles large bande pour des conditions de ciel clair: cas de sud de l'Algérie by Benkaciali, Said, Notton, G., Voyant, C., Gairaa, K.

“…Le rayonnement solaire global horizontal (GHI) est l’une des principales variables utilisées pour la gestion des installations solaires ; la connaissance de sa…”
Get full text

Daily global solar radiation forecasting over a desert area using NAR neural networks comparison with conventional methods by Gairaa, Kacem, Chellali, Farouk, Benkaciali, Said, Messlem, Youcef, Abdallah, Khellaf

“…This paper presents a solar radiation forecasting method using nonlinear autoregressive neural networks (NAR). NAR predicts a clearness index that is used to…”
Get full text

Etude expérimentale du trouble atmosphérique sur le site de Ghardaïa by BENKACIALI, S, GAIRAA, K

“…Ce travail présente une étude qualitative et quantitative du trouble atmosphérique au site de Ghardaïa. Il s’agit de la détermination du facteur de trouble de…”
Get full text