{"title":"智能电网集成建筑的需求响应优化:技术推动因素和创新挑战回顾","authors":"Liana Toderean, Tudor Cioara, Ionut Anghel, Elissaios Sarmas, Vasilis Michalakopoulos, Vangelis Marinakis","doi":"10.1016/j.enbuild.2024.115067","DOIUrl":null,"url":null,"abstract":"This paper provides a comprehensive overview and analysis of state-of-the-art technological advancements in building integration in<ce:hsp sp=\"0.25\"></ce:hsp>smart<ce:hsp sp=\"0.25\"></ce:hsp>grids, with a focus on enabling their participation in demand response (DR). We consolidate knowledge from high-quality sources on the main research topics, helping researchers, building owners, and energy stakeholders to stay informed about the latest developments, trends, and best practices in<ce:hsp sp=\"0.25\"></ce:hsp>the field.<ce:hsp sp=\"0.25\"></ce:hsp>Our review covers reputable journals papers that offer technological enablers and evidence-based insights on<ce:hsp sp=\"0.25\"></ce:hsp>building interoperability, AI-based energy prediction models, demand optimization and coordination, data privacy, and decentralization.<ce:hsp sp=\"0.25\"></ce:hsp>Managing buildings in DR requires careful coordination and control,<ce:hsp sp=\"0.25\"></ce:hsp>thus<ce:hsp sp=\"0.25\"></ce:hsp>we provide valuable insights into current practices and opportunities by examining the EU innovation projects and identifying technological innovation trends that aim to increase resident engagement by addressing regulatory and socio-economic concerns. We also discuss the main barriers to buildings’ participation in DR identifying future research directions in the field and providing mitigation insights to the building owners and grid operators. Our findings indicate that despite their potential<ce:hsp sp=\"0.25\"></ce:hsp>building<ce:hsp sp=\"0.25\"></ce:hsp>participation is limited due to the absence of a clear regulatory framework and lack of mature technologies<ce:hsp sp=\"0.25\"></ce:hsp>to fully support and automate the<ce:hsp sp=\"0.25\"></ce:hsp>programs<ce:hsp sp=\"0.25\"></ce:hsp>implementation. While AI and optimization technologies<ce:hsp sp=\"0.25\"></ce:hsp>show promise for improving demand coordination, challenges such as limited interoperability between buildings and energy grids, privacy concerns, and insufficient financial incentivization significantly limit the building’s participation in DR.","PeriodicalId":11641,"journal":{"name":"Energy and Buildings","volume":"13 1","pages":""},"PeriodicalIF":6.6000,"publicationDate":"2024-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Demand response optimization for smart grid integrated buildings: Review of technology enablers landscape and innovation challenges\",\"authors\":\"Liana Toderean, Tudor Cioara, Ionut Anghel, Elissaios Sarmas, Vasilis Michalakopoulos, Vangelis Marinakis\",\"doi\":\"10.1016/j.enbuild.2024.115067\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper provides a comprehensive overview and analysis of state-of-the-art technological advancements in building integration in<ce:hsp sp=\\\"0.25\\\"></ce:hsp>smart<ce:hsp sp=\\\"0.25\\\"></ce:hsp>grids, with a focus on enabling their participation in demand response (DR). We consolidate knowledge from high-quality sources on the main research topics, helping researchers, building owners, and energy stakeholders to stay informed about the latest developments, trends, and best practices in<ce:hsp sp=\\\"0.25\\\"></ce:hsp>the field.<ce:hsp sp=\\\"0.25\\\"></ce:hsp>Our review covers reputable journals papers that offer technological enablers and evidence-based insights on<ce:hsp sp=\\\"0.25\\\"></ce:hsp>building interoperability, AI-based energy prediction models, demand optimization and coordination, data privacy, and decentralization.<ce:hsp sp=\\\"0.25\\\"></ce:hsp>Managing buildings in DR requires careful coordination and control,<ce:hsp sp=\\\"0.25\\\"></ce:hsp>thus<ce:hsp sp=\\\"0.25\\\"></ce:hsp>we provide valuable insights into current practices and opportunities by examining the EU innovation projects and identifying technological innovation trends that aim to increase resident engagement by addressing regulatory and socio-economic concerns. We also discuss the main barriers to buildings’ participation in DR identifying future research directions in the field and providing mitigation insights to the building owners and grid operators. Our findings indicate that despite their potential<ce:hsp sp=\\\"0.25\\\"></ce:hsp>building<ce:hsp sp=\\\"0.25\\\"></ce:hsp>participation is limited due to the absence of a clear regulatory framework and lack of mature technologies<ce:hsp sp=\\\"0.25\\\"></ce:hsp>to fully support and automate the<ce:hsp sp=\\\"0.25\\\"></ce:hsp>programs<ce:hsp sp=\\\"0.25\\\"></ce:hsp>implementation. While AI and optimization technologies<ce:hsp sp=\\\"0.25\\\"></ce:hsp>show promise for improving demand coordination, challenges such as limited interoperability between buildings and energy grids, privacy concerns, and insufficient financial incentivization significantly limit the building’s participation in DR.\",\"PeriodicalId\":11641,\"journal\":{\"name\":\"Energy and Buildings\",\"volume\":\"13 1\",\"pages\":\"\"},\"PeriodicalIF\":6.6000,\"publicationDate\":\"2024-11-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Energy and Buildings\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1016/j.enbuild.2024.115067\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CONSTRUCTION & BUILDING TECHNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy and Buildings","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1016/j.enbuild.2024.115067","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CONSTRUCTION & BUILDING TECHNOLOGY","Score":null,"Total":0}
Demand response optimization for smart grid integrated buildings: Review of technology enablers landscape and innovation challenges
This paper provides a comprehensive overview and analysis of state-of-the-art technological advancements in building integration insmartgrids, with a focus on enabling their participation in demand response (DR). We consolidate knowledge from high-quality sources on the main research topics, helping researchers, building owners, and energy stakeholders to stay informed about the latest developments, trends, and best practices inthe field.Our review covers reputable journals papers that offer technological enablers and evidence-based insights onbuilding interoperability, AI-based energy prediction models, demand optimization and coordination, data privacy, and decentralization.Managing buildings in DR requires careful coordination and control,thuswe provide valuable insights into current practices and opportunities by examining the EU innovation projects and identifying technological innovation trends that aim to increase resident engagement by addressing regulatory and socio-economic concerns. We also discuss the main barriers to buildings’ participation in DR identifying future research directions in the field and providing mitigation insights to the building owners and grid operators. Our findings indicate that despite their potentialbuildingparticipation is limited due to the absence of a clear regulatory framework and lack of mature technologiesto fully support and automate theprogramsimplementation. While AI and optimization technologiesshow promise for improving demand coordination, challenges such as limited interoperability between buildings and energy grids, privacy concerns, and insufficient financial incentivization significantly limit the building’s participation in DR.
期刊介绍:
An international journal devoted to investigations of energy use and efficiency in buildings
Energy and Buildings is an international journal publishing articles with explicit links to energy use in buildings. The aim is to present new research results, and new proven practice aimed at reducing the energy needs of a building and improving indoor environment quality.