Machine Learning techniques for solar irradiation nowcasting: Cloud type classification forecast through satellite data and imagery
Author:
Publisher
Elsevier BV
Subject
Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction
Reference51 articles.
1. Artificial intelligence assisted intelligent planning framework for environmental restoration of terrestrial ecosystems;Yin;Environ Impact Assess Rev,2021
2. Optimal energy management for PV-integrated residential systems including energy storage system;Varzaneh;IET Renew Power Gener,2021
3. Data-driven weather forecasting models performance comparison for improving offshore wind turbine availability and maintenance;Pandit;IET Renew Power Gener,2020
4. Liu Y, Gao X, Yan J, Han S, Infield DG. Clustering methods of wind turbines and its application in short-term wind power forecasts. J Renew Sustain Energy 6 (5). http://dx.doi.org/10.1063/1.4898361.
5. A review and evaluation of the state-of-the-art in PV solar power forecasting: Techniques and optimization;Ahmed;Renew Sustain Energy Rev,2019
Cited by 43 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. Dual-branch deep learning architecture for enhanced hourly global horizontal irradiance forecasting;Expert Systems with Applications;2024-10
2. Improved satellite-based intra-day solar forecasting with a chain of deep learning models;Energy Conversion and Management;2024-08
3. Forecasting Generating Power of Sun Tracking PV Plant using Long-Short Term Memory Neural Network Model: A case study in Ninh Thuan - Vietnam;2024 Tenth International Conference on Communications and Electronics (ICCE);2024-07-31
4. Accurate Short-Term Solar Irradiance Forecasting with TinyML on Edge Device;2024 International Conference on Circuit, Systems and Communication (ICCSC);2024-06-28
5. A new evolutionary forest model via incremental tree selection for short-term global solar irradiance forecasting under six various climatic zones;Energy Conversion and Management;2024-06
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