A theory-guided deep-learning method for predicting power generation of multi-region photovoltaic plants
Author:
Publisher
Elsevier BV
Subject
Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering
Reference73 articles.
1. Coupling a hybrid CNN-LSTM deep learning model with a Boundary Corrected Maximal Overlap Discrete Wavelet Transform for multiscale lake water level forecasting;Barzegar;J. Hydrol.,2021
2. Machine learning enabled reduced-order scenario generation for stochastic analysis of solar power forecasts;Bhavsar;Appl. Energy,2021
3. Theory-guided deep-learning for electrical load forecasting (TgDLF) via ensemble long short-term memory;Chen;Adv. Appl. Energy,2021
4. A novel adaptive discrete grey model with time-varying parameters for long-term photovoltaic power generation forecasting;Ding;Energy Convers. Manage.,2021
5. Interpretable spatio-temporal attention LSTM model for flood forecasting;Ding;Neurocomputing,2020
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. Fractional order swarming intelligence for multi-objective load dispatch with photovoltaic integration;Engineering Applications of Artificial Intelligence;2024-11
2. Operational day-ahead photovoltaic power forecasting based on transformer variant;Applied Energy;2024-11
3. Phyformer: A degradation physics-informed self-data driven approach to machinery prognostics;Advanced Engineering Informatics;2024-10
4. Clustering-based Multitasking Deep Neural Network for Solar Photovoltaics Power Generation Prediction;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30
5. A short-term PV resource assessment method with parallel DenseNet201 and BiLSTM under multiple data features;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