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International Journal of Green Energy Volume 18, 2021 - Issue 13
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Research Article

Tree-based ensemble methods for predicting the module temperature of a grid-tied photovoltaic system in the desert

Abderrezzaq Zianea Unité de Recherche en Energie Renouvelables en Milieu Saharien, URERMS, Centre de Développement des Energies Renouvelables, CDER, 01000, Adrar, AlgeriaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-3165-802X
ORCID Icon,
Rachid Daboua Unité de Recherche en Energie Renouvelables en Milieu Saharien, URERMS, Centre de Développement des Energies Renouvelables, CDER, 01000, Adrar, Algeria
,
Ammar Necaibiaa Unité de Recherche en Energie Renouvelables en Milieu Saharien, URERMS, Centre de Développement des Energies Renouvelables, CDER, 01000, Adrar, AlgeriaORCID Iconhttps://orcid.org/0000-0002-5096-6108
ORCID Icon,
Nordine Sahouanea Unité de Recherche en Energie Renouvelables en Milieu Saharien, URERMS, Centre de Développement des Energies Renouvelables, CDER, 01000, Adrar, Algeria
,
Mohammed Mostefaouib École Nationale Supérieure D’informatique, Sidi Bel Abbes, Algeria
,
Ahmed Bouraioua Unité de Recherche en Energie Renouvelables en Milieu Saharien, URERMS, Centre de Développement des Energies Renouvelables, CDER, 01000, Adrar, Algeria
,
Seyfallah Khelifia Unité de Recherche en Energie Renouvelables en Milieu Saharien, URERMS, Centre de Développement des Energies Renouvelables, CDER, 01000, Adrar, Algeria
,
Abdelkrim Rouabhiaa Unité de Recherche en Energie Renouvelables en Milieu Saharien, URERMS, Centre de Développement des Energies Renouvelables, CDER, 01000, Adrar, Algeria
&
Mohamed Blala Unité de Recherche en Energie Renouvelables en Milieu Saharien, URERMS, Centre de Développement des Energies Renouvelables, CDER, 01000, Adrar, Algeria
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Pages 1430-1440 | Received 01 Dec 2020, Accepted 20 Feb 2021, Published online: 06 Apr 2021

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Houssam Amiry, Rachid Bendaoud, Said Yadir, Fatima Chanaa, Abderrahim El-Abidi, Nour-Eddine Id Omar, Lahcen Boukhattem, Elhadi Baghaz, Wail El Bazi, Fahd Oudrhiri Hassani & Mohammadi Benhmida. (2023) Assessment of improved models for predicting PV module temperature and their electrical performance in a semi-arid coastal region. International Journal of Green Energy 20:14, pages 1584-1596.
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Articles from other publishers (9)

Nordine Sahouane, Abderrezzaq Ziane, Rachid Dabou, Ammar Neçaibia, Abdelkrim Rouabhia, Salah Lachtar, Mohammed Blal, Abdeldjalil Slimani & Tidjar Boudjamaa. (2023) Technical and economic study of the sand and dust accumulation impact on the energy performance of photovoltaic system in Algerian Sahara. Renewable Energy 205, pages 142-155.
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Mohammed Yaichi, Azzedinne Tayebi, Abdelkader Boutadara, Amina Bekraoui & Abdelkrim Mammeri. (2023) Monitoring of PV systems installed in an extremely hostile climate in southern Algeria: Performance evaluation extended to degradation assessment of various PV panel of single-crystalline technologies. Energy Conversion and Management 279, pages 116777.
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Georgia Papacharalampous, Hristos Tyralis, Anastasios Doulamis & Nikolaos Doulamis. (2023) Comparison of Tree-Based Ensemble Algorithms for Merging Satellite and Earth-Observed Precipitation Data at the Daily Time Scale. Hydrology 10:2, pages 50.
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Abderrezzaq Ziane, Rachid Dabou, Ammar Necaibia, Abdelkrim Rouabhia, Kada Bouchouicha, Nordine Sahouane, Salah Lachtar, Ahmed Bouraiou & Ahmed Amine Larbi. (2022) IoT Platform For Online Monitoring Of Renewable Energy Systems. IoT Platform For Online Monitoring Of Renewable Energy Systems.
Salem Chabachi, Ammar Necaibia, Othmane Abdelkhalek, Ahmed Bouraiou, Abderrezzaq Ziane & Messaoud Hamouda. (2022) Performance analysis of an experimental and simulated grid connected photovoltaic system in southwest Algeria. International Journal of Energy and Environmental Engineering 13:2, pages 831-851.
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Ahmed Bouraiou, Ammar Neçaibia, Rachid Dabou, Abderrezzaq Ziane, Salah Lachtar, Seyfallah Khelifi, Issam Attoui, Nadir Boutasseta, Mohammed Salah Bouakkaz, Nordine Sahouane & Mohamed Blal. 2022. Artificial Intelligence and Heuristics for Smart Energy Efficiency in Smart Cities. Artificial Intelligence and Heuristics for Smart Energy Efficiency in Smart Cities 385 394 .
Abdelkader Hadidi, Mohamed Blal & Djamel Saba. (2021) The study of the arid climate effect on the performance of photovoltaic system. Energy Systems.
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Rachid Dabou, Ahmed Bouraiou, Abderrezzaq Ziane, Ammar Necaibia, Nordine Sahouane, Mohamed Blal, Seyfallah Khelifi, Abdelkrim Rouabhia & Abdeldjalil Slimani. (2021) Development of autonomous monitoring and performance evaluation system of grid-tied photovoltaic station. International Journal of Hydrogen Energy 46:59, pages 30267-30287.
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Abderrezzaq Ziane, Ammar Necaibia, Nordine Sahouane, Rachid Dabou, Mohammed Mostefaoui, Ahmed Bouraiou, Seyfallah Khelifi, Abdelkrim Rouabhia & Mohamed Blal. (2021) Photovoltaic output power performance assessment and forecasting: Impact of meteorological variables. Solar Energy 220, pages 745-757.
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