Real-life data-driven model predictive control for building energy systems comparing different machine learning models
Author:
Funder
Bundesministerium für Wirtschaft und Klimaschutz
Horizon 2020
Publisher
Elsevier BV
Reference83 articles.
1. A global review of energy consumption, CO 2 emissions and policy in the residential sector (with an overview of the top ten CO 2 emitting countries);Nejat;Renew. Sustain. Energy Rev.,2015
2. World Energy Outlook 2020;International Energy Agency,2020
3. Experimental analysis of model predictive control for an energy efficient building heating system;Široký;Appl. Energy,2011
4. Cloud-based implementation of white-box model predictive control for a GEOTABS office building: a field test demonstration;Drgoňa;J. Process Control,2020
Cited by 8 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. Economic model predictive control for building HVAC system: A comparative analysis of model-based and data-driven approaches using the BOPTEST Framework;Applied Energy;2024-11
2. Analyzing the implementation of predictive control systems and application of stored data in non-residential buildings;Energy Efficiency;2024-08-22
3. A Data-Driven Approach to Set-Theoretic Model Predictive Control for Nonlinear Systems;Information;2024-06-23
4. Combining physical laws and ANN for predicting energy consumption of data center cooling systems;Energy and Buildings;2024-05
5. Fairness-aware data-driven-based model predictive controller: A study on thermal energy storage in a residential building;Journal of Energy Storage;2024-05
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