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Tree-based ensemble methods for predicting the module temperature of a grid-tied photovoltaic system in the desert 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF GREEN ENERGY. 出版年: 2021
作者:  Ziane, Abderrezzaq;  Dabou, Rachid;  Necaibia, Ammar;  Sahouane, Nordine;  Mostefaoui, Mohammed;  Bouraiou, Ahmed;  Khelifi, Seyfallah;  Rouabhia, Abdelkrim;  Blal, Mohamed
收藏  |  浏览/下载：10/0  |  提交时间：2021/07/30
Photovoltaic  module temperature  machine learning  prediction  
Photovoltaic output power performance assessment and forecasting: Impact of meteorological variables 期刊论文
发表期刊: SOLAR ENERGY. 出版年: 2021, 卷号: 220, 页码: 745-757
作者:  Ziane, Abderrezzaq;  Necaibia, Ammar;  Sahouane, Nordine;  Dabou, Rachid;  Mostefaoui, Mohammed;  Bouraiou, Ahmed;  Khelifi, Seyfallah;  Rouabhia, Abdelkrim;  Blal, Mohamed
收藏  |  浏览/下载：2/0  |  提交时间：2021/07/30
Feature selection  Random forest  Principal component analysis  Photovoltaics  Prediction  Machine learning  
A prediction models for estimating global solar radiation and evaluation meteorological effect on solar radiation potential under several weather conditions at the surface of Adrar environment 期刊论文
发表期刊: MEASUREMENT. 出版年: 2020, 卷号: 152
作者:  Blal, Mohamed;  Khelifi, Seyfallah;  Dabou, Rachid;  Sahouane, Nordine;  Slimani, Abdeldjalil;  Rouabhia, Abdelkrim;  Ziane, Abderrezzaq;  Necaibia, Ammar;  Bouraiou, Ahmed;  Tidjar, Boudjemaa
收藏  |  浏览/下载：4/0  |  提交时间：2020/03/23
Solar radiation  Meteorological effect  Temperature  Weather climate  Prediction  Adrar site  
Contribution of Satellite Imagery to Study Salinization Effect of Agricultural Areas at Northern Eastern Oasis Algerian Region 会议论文
会议名称: 1st Springer Conference of the Arabian-Journal-of-Geosciences (CAJG). 会议地点: Hammamet, TUNISIA. 会议日期: NOV 12-15, 2018
作者:  Touhami, Madina Khelifi;  Bouraoui, Seyfallah;  Berguig, Mohamed-Cherif
收藏  |  浏览/下载：0/0  |  提交时间：2021/11/30
Agriculture area  Classification  Clustering  ANN  K-means