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Aggregated independent forecasters of half-hourly global horizontal irradiance 期刊论文
发表期刊: RENEWABLE ENERGY. 出版年: 2022, 卷号: 181, 页码: 365-383
作者:  Hassan, Muhammed A.;  Al-Ghussain, Loiy;  Ahmad, Adnan Darwish;  Abubaker, Ahmad M.;  Khalil, Adel
收藏  |  浏览/下载：11/0  |  提交时间：2021/11/19
Solar radiation forecasting  Global horizontal irradiance  Aggregated model  Recurrent neural network  Persistent model  Regression  
Prediction of Solar Irradiance over the Arabian Peninsula: Satellite Data, Radiative Transfer Model, and Machine Learning Integration Approach 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2022, 卷号: 12, 期号: 2
作者:  Alwadei, Sahar;  Farahat, Ashraf;  Ahmed, Moataz;  Kambezidis, Harry D.
收藏  |  浏览/下载：10/0  |  提交时间：2022/03/17
solar radiation  atmospheric aerosols  dust storms  machine learning technique  Arabian Peninsula  
Inspection Data Collection Tool for Field Testing of Photovoltaic Modules in the Atacama Desert 期刊论文
发表期刊: ENERGIES. 出版年: 2021, 卷号: 14, 期号: 9
作者:  Vasquez, Pia;  Devoto, Ignacia;  Ferrada, Pablo;  Taquichiri, Abel;  Portillo, Carlos;  Palma-Behnke, Rodrigo
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
crystalline silicon  fielded PV modules  Atacama Desert  degradation  
Potential of Bayesian additive regression trees for predicting daily global and diffuse solar radiation in arid and humid areas 期刊论文
发表期刊: RENEWABLE ENERGY. 出版年: 2021, 卷号: 177, 页码: 148-163
作者:  Wu, Wei;  Tang, Xiaoping;  Lv, Jiake;  Yang, Chao;  Liu, Hongbin
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/29
Sunshine duration  Seasonal variation  Input combination  Machine learning  
Estimate of Soiling Rates Based on Soiling Monitoring Station and PV System Data: Case Study for Equatorial-Climate Brazil 期刊论文
发表期刊: IEEE JOURNAL OF PHOTOVOLTAICS. 出版年: 2021, 卷号: 11, 期号: 2, 页码: 461-468
作者:  Costa, Suellen C. S.;  Kazmerski, Lawrence L.;  Diniz, Antonia Sonia A. C.
收藏  |  浏览/下载：28/0  |  提交时间：2021/07/30
Soil measurements  Monitoring  Temperature measurement  Production  Photovoltaic systems  Silicon  Rain  Climate  photovoltaic (PV) system  soiling monitoring station  soiling rate  soiling ratio  
Worldwide performance assessment of 95 direct and diffuse clear-sky irradiance models using principal component analysis 期刊论文
发表期刊: RENEWABLE & SUSTAINABLE ENERGY REVIEWS. 出版年: 2021, 卷号: 135
作者:  Sun, Xixi;  Bright, Jamie M.;  Gueymard, Christian A.;  Bai, Xinyu;  Acord, Brendan;  Wang, Peng
收藏  |  浏览/下载：14/0  |  提交时间：2021/01/07
Clear-sky irradiance  Clear-sky model  Validation  Principal component analysis  Direct normal irradiance  Diffuse horizontal irradiance  Kodppen-Geiger  
Impact of temporal and spatial variability of solar resource on technical sizing of isolated solar installations in Senegal using satellite data 期刊论文
发表期刊: ENERGY REPORTS. 出版年: 2021, 卷号: 7, 页码: 753-766
作者:  Sarr, Adama;  Kebe, Cheikh Mouhamed Fadel;  Gueye, Moussa;  Ndiaye, Ababacar
收藏  |  浏览/下载：1/0  |  提交时间：2022/02/12
Solar resource  Time  Space  Senegal  Satellite  Photovoltaic system  
UV Index Forecasting under the Influence of Desert Dust: Evaluation against Surface and Satellite-Retrieved Data 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2020, 卷号: 11, 期号: 1
作者:  Roshan, Dillan Raymond;  Koc, Muammer;  Abdallah, Amir;  Martin-Pomares, Luis;  Isaifan, Rima;  Fountoukis, Christos
收藏  |  浏览/下载：8/0  |  提交时间：2020/05/22
WRF-Chem  solar radiation  aerosol  mineral dust  OMI Aura  UVA  UVB  Arabian desert  
Multi-step ahead forecasting of global solar radiation for arid zones using deep learning 会议论文
会议名称: International Conference on Computational Intelligence and Data Science (ICCIDS). 会议地点: NorthCap Univ, Gurugram, INDIA. 会议日期: SEP 06-07, 2019
作者:  Chandola, Deeksha;  Gupta, Harsh;  Tikkiwal, Vinay Anand;  Bohra, Manoj Kumar
收藏  |  浏览/下载：6/0  |  提交时间：2021/01/08
Solar irradiance  Artificial neural network  LSTM  Forecasting  RMSE  
Aerosol Classification and Bias-Adjustment of Global Horizontal Irradiance for Middle East-North Africa Region 会议论文
会议名称: International Conference on Concentrating Solar Power and Chemical Energy Systems (SolarPACES). 会议地点: Daegu, SOUTH KOREA. 会议日期: OCT 01-04, 2019
作者:  Kazantzidis, Andreas;  Salamalikis, Vasileios;  Logothetis, Stavros-Andreas;  Vamvakas, Ioannis
收藏  |  浏览/下载：1/0  |  提交时间：2021/11/19