Advancing short-term solar irradiance forecasting accuracy through a hybrid deep learning approach with Bayesian optimization
Author:
Funder
Ministry of the Environment of the Czech Republic
European Commission
Ministry of Education Youth and Sports
Publisher
Elsevier BV
Reference51 articles.
1. Wind speed and solar irradiance forecasting techniques for enhanced renewable energy integration with the grid: a review;Ssekulima;IET Renew. Power Gener.,2016
2. Retrofitting conventional chilled-water system to a solar-assisted absorption cooling system: modeling, polynomial regression, and grasshopper optimization;Alrbai;J. Energy Storage,2023
3. Energy and exergy analysis of a subfreezing evaporator environment ammonia-water absorption refrigeration cycle: machine learning and parametric optimization;Al-Rbaihat;Int. J. Refrig.,2023
4. Operational day-ahead solar power forecasting for aggregated PV systems with a varying spatial distribution;Visser;Renew. Energy,2022
5. Improved model output statistics of numerical weather prediction based irradiance forecasts for solar power applications;Verzijlbergh;Sol. Energy,2015
Cited by 3 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. Explainable ensemble learning framework for estimating corrosion rate in suspension bridge main cables;Results in Engineering;2024-09
2. Enhancing industrial sustainability in complex production systems through energy hotspot identification: A multi-task learning with layer-wise relevance propagation approach;Results in Engineering;2024-09
3. Machine learning-based energy management and power forecasting in grid-connected microgrids with multiple distributed energy sources;Scientific Reports;2024-08-19
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