SolarNet: A hybrid reliable model based on convolutional neural network and variational mode decomposition for hourly photovoltaic power forecasting
Author:
Publisher
Elsevier BV
Subject
Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction
Reference48 articles.
1. Solar photovoltaic generation forecasting methods: A review;Sobri;Energy Convers Manag,2018
2. Accurate photovoltaic power forecasting models using deep LSTM-RNN;Abdel-Nasser;Neural Comput Appl,2019
3. Day-ahead photovoltaic power forecasting approach based on deep convolutional neural networks and meta learning;Zang;Int J Electr Power Energy Syst,2020
4. Forecasting of photovoltaic power generation and model optimization: A review;Das;Renew Sustain Energy Rev,2018
5. A kernel extreme learning machine-based neural network to forecast very short-term power output of an on-grid photovoltaic power plant;Yildiz;Energy Sources, Part A Recover Util Environ Eff,2020
Cited by 89 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. Improving ultra-short-term photovoltaic power forecasting using advanced deep-learning approach;Measurement;2025-01
2. Self-attention mechanism to enhance the generalizability of data-driven time-series prediction: A case study of intra-hour power forecasting of urban distributed photovoltaic systems;Applied Energy;2024-11
3. Ultra-short-term distributed PV power forecasting for virtual power plant considering data-scarce scenarios;Applied Energy;2024-11
4. Multi-scale RWKV with 2-dimensional temporal convolutional network for short-term photovoltaic power forecasting;Energy;2024-11
5. TPANet: A novel triple parallel attention network approach for remaining useful life prediction of lithium-ion batteries;Energy;2024-11
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