Satellite image analysis and a hybrid ESSS/ANN model to forecast solar irradiance in the tropics

被引：0
|
作者：
Dong, Zibo [1 ]
Yang, Dazhi [1 ]
Reindl, Thomas [1 ]
Walsh, Wilfred M. [1 ]
机构：
[1] Solar Energy Research Institute of Singapore, National University of Singapore, Singapore, Singapore
来源：
Energy Conversion and Management | 2014年 / 79卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：66 / 73
相关论文
共 50 条
  • [21] Hybrid deep neural model for hourly solar irradiance forecasting
    Huang, Xiaoqiao
    Li, Qiong
    Tai, Yonghang
    Chen, Zaiqing
    Zhang, Jun
    Shi, Junsheng
    Gao, Bixuan
    Liu, Wuming
    RENEWABLE ENERGY, 2021, 171 : 1041 - 1060
  • [22] A hybrid machine-learning model for solar irradiance forecasting
    Almarzooqi, Ameera M.
    Maalouf, Maher
    El-Fouly, Tarek H. M.
    Katzourakis, Vasileios E.
    El Moursi, Mohamed S.
    Chrysikopoulos, Constantinos, V
    CLEAN ENERGY, 2024, 8 (01): : 100 - 110
  • [23] Development of a Short-term Solar Irradiance Forecasting using Satellite Image in Combination with Numerical Weather Prediction Model
    Hashimoto A.
    Yoshimoto K.
    IEEJ Transactions on Power and Energy, 2023, 143 (02) : 86 - 96
  • [24] Development of a short-term solar irradiance forecasting using satellite image in combination with numerical weather prediction model
    Hashimoto, Atsushi
    Yoshimoto, Katsuhisa
    ELECTRICAL ENGINEERING IN JAPAN, 2023, 216 (03)
  • [25] Development of a Short-term Solar Irradiance Forecasting using Satellite Image Data
    Journal of the Institute of Electrical Engineers of Japan, 2023, 143 (05): : 263 - 266
  • [26] Satellite Image Processing for Retrieving Historical Solar Irradiance Data Within the Mexican Territory
    Callejas-Cornejo, Juan M.
    Pena-Cruz, Manuel, I
    Valentin-Coronado, Luis M.
    PROGRESS IN OPTOMECHATRONIC TECHNOLOGIES, 2019, 233 : 117 - 126
  • [27] Impact of aerosols on the forecast accuracy of solar irradiance calculated by a numerical weather prediction model
    Shimose, Ken-ichi
    Ohtake, Hideaki
    Fonseca, Joao Gari da Silva, Jr.
    Takashima, Takumi
    Oozeki, Takashi
    Yamada, Yoshinori
    EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, 2014, 223 (12): : 2621 - 2630
  • [28] Hourly solar irradiance forecast based on EMD-LMD-LSSVM joint model
    基于EMD-LMD-LSSVM联合模型的逐时太阳辐照度预测
    Huang, Min (huangmzqb@163.com), 2018, Science Press (39):
  • [29] Impact of aerosols on the forecast accuracy of solar irradiance calculated by a numerical weather prediction model
    Ken-ichi Shimose
    Hideaki Ohtake
    Joao Gari da Silva Fonseca
    Takumi Takashima
    Takashi Oozeki
    Yoshinori Yamada
    The European Physical Journal Special Topics, 2014, 223 : 2621 - 2630
  • [30] A model for calculating hourly global solar radiation from satellite data in the tropics
    Janjai, S.
    Pankaew, P.
    Laksanaboonsong, J.
    APPLIED ENERGY, 2009, 86 (09) : 1450 - 1457
12345