Hour-ahead photovoltaic generation forecasting method based on machine learning and multi objective optimization algorithm
Author:
Publisher
Elsevier BV
Subject
Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction
Reference63 articles.
1. Reinforcement learning in sustainable energy and electric systems: a survey;Yang;Annu Rev Control,2020
2. An analytical study to predict the future of Pakistan’s energy sustainability versus rest of South Asia;Rasheed;Sustain Energy Technol Assessments,2020
3. Impact of energy technology and structural change on energy demand in China;Huang;Sci Total Environ,2021
4. Intelligent optimization models based on hard-ridge penalty and RBF for forecasting global solar radiation;Jiang;Energy Convers Manag,2015
5. Forecasting of photovoltaic power generation and model optimization: A review;Das;Renew Sustain Energy Rev,2018
Cited by 56 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. MISAO: Ultra-Short-Term Photovoltaic Power Forecasting with Multi-Strategy Improved Snow Ablation Optimizer;Applied Sciences;2024-08-19
2. Photovoltaic power prediction system based on multi-stage data processing strategy and improved optimizer;Applied Mathematical Modelling;2024-08
3. Ultra-Short-Term Prediction Method of Photovoltaic Power Generation Based on Improved GRNN-LSTM Combination Model;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30
4. A novel fuzzification-forecasting-optimization ensemble system for wind speed based on fuzzy theory and a multiobjective optimizer;Applied Intelligence;2024-06-28
5. A hybrid machine learning forecasting model for photovoltaic power;Energy Reports;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