Assessing the impact of employing machine learning-based baseline load prediction pipelines with sliding-window training scheme on offered flexibility estimation for different building categories
Author:
Publisher
Elsevier BV
Subject
Electrical and Electronic Engineering,Mechanical Engineering,Building and Construction,Civil and Structural Engineering
Reference74 articles.
1. Progress of renewable electricity replacing fossil fuels;Kåberger;Global Energy Interconnect.,2018
2. Technical and economic analysis of the provision of ancillary services through the flexibility of hvac system in shopping centers;Tina;Energy,2022
3. Energy flexibility of residential buildings: a systematic review of characterization and quantification methods and applications;Li;Adv. Appl. Energy,2021
4. Demand response algorithms for smart-grid ready residential buildings using machine learning models;Pallonetto;Appl. Energy,2019
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. Baseline methods for distributed flexibility in power systems considering resource, market, and product characteristics;Utilities Policy;2024-02
2. Building energy efficiency: using machine learning algorithms to accurately predict heating load;Asian Journal of Civil Engineering;2024-01-10
3. Machine learning-based estimation of buildings' characteristics employing electrical and chilled water consumption data: Pipeline optimization;Energy and Buildings;2023-09
4. Simplified finite volume-based dynamic modeling, experimental validation, and data-driven simulation of a fire-tube hot-water boiler;Sustainable Energy Technologies and Assessments;2023-08
5. Machine-Learning-Based Prediction of HVAC-Driven Load Flexibility in Warehouses;Energies;2023-07-16
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