One-hour-ahead solar radiation forecasting by MLP, LSTM, and ANFIS approaches
Author:
Publisher
Springer Science and Business Media LLC
Subject
Atmospheric Science
Link
https://link.springer.com/content/pdf/10.1007/s00703-022-00946-x.pdf
Reference65 articles.
1. Abdulkarim HT, Sansom CL, Patchigolla K, King P (2020) Statistical and economic analysis of solar radiation and climatic data for the development of solar PV system in Nigeria. Energy Rep 6:309–316. https://doi.org/10.1016/j.egyr.2019.08.061
2. Abdulshahed AM, Longstaff AP, Fletcher S, Myers A (2015) Thermal error modelling of machine tools based on ANFIS with fuzzy c-means clustering using a thermal imaging camera. Appl Math Model 39:1837–1852. https://doi.org/10.1016/j.apm.2014.10.016
3. Abonyi J, Andersen H, Nagy L, Szeifert F (1999) Inverse fuzzy-process-model based direct adaptive control. Math Comput Simul 51:119–132. https://doi.org/10.1016/s0378-4754(99)00142-1
4. Adeleke O, Akinlabi S, Jen TC et al (2022) Evolutionary-based neuro-fuzzy modelling of combustion enthalpy of municipal solid waste. Neural Comput Appl 34:7419–7436. https://doi.org/10.1007/s00521-021-06870-2
5. Aguinaga A, Luo X, Hidalgo V et al (2017) A feed-forward backpropagation neural network method for remaining useful life prediction of Francis turbines. Proc World Congr Mech Chem Mater Eng. https://doi.org/10.11159/icmie17.126
Cited by 16 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Analysis of historical and future cooling degree days over Türkiye for facade design and energy efficiency in buildings;Journal of Thermal Analysis and Calorimetry;2024-06-18
2. Comparative assessment of deep belief network and hybrid adaptive neuro-fuzzy inference system model based on a meta-heuristic optimization algorithm for precise predictions of the potential evapotranspiration;Environmental Science and Pollution Research;2024-06-15
3. Performance evaluation of ferro-fluids flooding in enhanced oil recovery operations based on machine learning;Engineering Applications of Artificial Intelligence;2024-06
4. Deep learning approach for one-hour ahead forecasting of solar radiation in different climate regions;International Journal of Green Energy;2024-04-18
5. Solar Radiation Prediction Using an Improved Adaptive Neuro-Fuzzy Inference System (ANFIS) Optimization Ensemble;Adaptive Neuro-Fuzzy Inference System as a Universal Estimator [Working Title];2024-03-25
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3