Energy forecasting of the building-integrated photovoltaic façade using hybrid LSTM-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Energy forecasting of the building-integrated photovoltaic façade using hybrid LSTM

Published:2023-01-30 Issue:16 Volume:30 Page:45977-45985
ISSN:1614-7499
Container-title:Environmental Science and Pollution Research
language:en
Short-container-title:Environ Sci Pollut Res

Author:

Sarkar Swagata,Karthick Alagar^ORCID,Kumar Chinnaiyan Venkatachalam,Patil Pravin P.

Publisher

Springer Science and Business Media LLC

Subject

Health, Toxicology and Mutagenesis,Pollution,Environmental Chemistry,General Medicine

Link

https://link.springer.com/content/pdf/10.1007/s11356-023-25606-4.pdf

Reference60 articles.

1. Akhter MN, Mekhilef S, Mokhlis H, Shah NM (2019) Review on forecasting of photovoltaic power generation based on machine learning and metaheuristic techniques. IET Renew Power Gener 13(7):1009–1023. https://doi.org/10.1049/iet-rpg.2018.5649

2. Alzahrani A, Shamsi P, Dagli C, Ferdowsi M (2017) Solar irradiance forecasting using deep neural networks. Procedia Comput Sci 114:304–313. https://doi.org/10.1016/j.procs.2017.09.045

3. Chandrika VS, Thalib MM, Karthick A, Sathyamurthy R, Manokar AM, Subramaniam U, Stalin B (2020) Performance assessment of free standing and building integrated grid connected photovoltaic system for southern part of India. Build Serv Eng Res Technol. https://doi.org/10.1177/0143624420977749

4. Dairi A, Harrou F, Sun Y, Khadraoui S (2020) Short-term forecasting of photovoltaic solar power production using variational auto-encoder driven deep learning approach. Appl Sci (switzerland) 10(23):1–20. https://doi.org/10.3390/app10238400

5. Dong J, Olama MM, Kuruganti T, Melin AM, Djouadi SM, Zhang Y, Xue Y (2020) Novel stochastic methods to predict short-term solar radiation and photovoltaic power. Renew Energy 145:333–346. https://doi.org/10.1016/j.renene.2019.05.073

Cited by 5 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. Application of Bayesian Neural Networks for Indoor Temperature Time Series Forecasting;2024 International Conference on Optimization Computing and Wireless Communication (ICOCWC);2024-01-29

2. Photovoltaic-wind-battery and diesel generator-based hybrid energy system for residential buildings in smart city Coimbatore;Environmental Science and Pollution Research;2024-01-26

3. Detection and diagnosis of cervical cancer using U-net algorithm;AIP Conference Proceedings;2024

4. Passive Cooling Method for Photovoltaic Panel;2023 7th International Conference on Electronics, Communication and Aerospace Technology (ICECA);2023-11-22

5. An Architecture-based Self-Typing Service for Cloud Native Applications;2023 4th International Conference on Smart Electronics and Communication (ICOSEC);2023-09-20

同舟云学术

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