A Transformer-based multimodal-learning framework using sky images for ultra-short-term solar irradiance forecasting
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction
Reference62 articles.
1. Solar energy_potential and future prospects;Kabir;Renew Sustain Energy Rev,2018
2. Photovoltaic power forecast based on satellite images considering effects of solar position;Si;Appl Energy,2021
3. An evolutionary robust solar radiation prediction model based on WT-CEEMDAN and IASO-optimized outlier robust extreme learning machine;Zhang;Appl Energy,2022
4. A novel approach based on integration of convolutional neural networks and deep feature selection for short-term solar radiation forecasting;Acikgoz;Appl Energy,2022
5. A soft actor-critic deep reinforcement learning method for multi-timescale coordinated operation of microgrids;Hu;Prot Control Mod Power Syst,2022
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. Ultra-short-term photovoltaic power prediction based on similar day clustering and temporal convolutional network with bidirectional long short-term memory model: A case study using DKASC data;Applied Energy;2024-12
2. A radiant shift: Attention-embedded CNNs for accurate solar irradiance forecasting and prediction from sky images;Renewable Energy;2024-11
3. Ultra-short-term distributed PV power forecasting for virtual power plant considering data-scarce scenarios;Applied Energy;2024-11
4. Operational day-ahead photovoltaic power forecasting based on transformer variant;Applied Energy;2024-11
5. A Hybrid Dual Stream ProbSparse Self-Attention Network for spatial–temporal photovoltaic power forecasting;Energy;2024-10
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