A Selective Ensemble Approach for Accuracy Improvement and Computational Load Reduction in ANN-Based PV Power Forecasting
Author:
Affiliation:
1. Department of Energy, Politecnico di Milano, Milan, Italy
Funder
EU Horizon 2020 Project PLATOON
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Engineering,General Materials Science,General Computer Science
Link
http://xplorestaging.ieee.org/ielx7/6287639/9668973/09732493.pdf?arnumber=9732493
Reference48 articles.
1. Overview of solar forecasting methods and a metric for accuracy evaluation;kleissl,2013
2. Short-Term Power Forecasting Model for Photovoltaic Plants Based on Historical Similarity
3. Neural network studies. 1. Comparison of overfitting and overtraining
4. Robust 24 Hours ahead Forecast in a Microgrid: A Real Case Study
Cited by 21 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. Virtual power plants: an in-depth analysis of their advancements and importance as crucial players in modern power systems;Energy, Sustainability and Society;2024-08-27
2. Photovoltaic Performance Assessment in Different Weather Conditions Utilizing an Artificial Neural Network Ensemble;2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON);2024-06-25
3. Modeling of high uncertainty photovoltaic generation in quasi dynamic power flow on distribution systems: A case study in Java Island, Indonesia;Results in Engineering;2024-03
4. Exploring Multi-Task Learning for Forecasting Energy-Cost Resource Allocation in IoT-Cloud Systems;Computers, Materials & Continua;2024
5. Unsupervised domain adaptation methods for photovoltaic power forecasting;Applied Soft Computing;2023-12
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