最小观测值下多分区中小商业建筑集总参数的分布估计及实现

Sahika Genc, Hullas Sehgal
{"title":"最小观测值下多分区中小商业建筑集总参数的分布估计及实现","authors":"Sahika Genc, Hullas Sehgal","doi":"10.1109/CCA.2014.6981597","DOIUrl":null,"url":null,"abstract":"Installation of an energy management system (EMS) that could minimize the buildings peak load can be impractical, having a long and uncertain return on investment. Identification of building thermal lumped parameters 1) using only zone and supply air temperature measurements for constant- and variable-air volume HVAC equipment, and 2) a distributed algorithm for buildings with large number of zones is discussed for inexpensive thermostatic control retrofits as alternative to traditional supervisory Heat, Ventilation, and Air-Conditioning (HVAC) controller. The challenges in implementation of the proposed approach at two New York State buildings for demonstration and analysis are described: One building which we retrofitted with low-cost off-the-shelf wireless sensors and another building which was recently renovated and fitted with a new HVAC system with the state-of-art supervisory controllers. The differences in simulation-based (e.g., TrnSysTM) analysis and on-site implementation are highlighted. Finally, the results and performance of the proposed distributed estimation algorithm on the actual data from demonstration buildings are provided.","PeriodicalId":205599,"journal":{"name":"2014 IEEE Conference on Control Applications (CCA)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Distributed estimation of lumped parameters of multi-zone small-middle size commercial buildings with minimal observations & implementation\",\"authors\":\"Sahika Genc, Hullas Sehgal\",\"doi\":\"10.1109/CCA.2014.6981597\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Installation of an energy management system (EMS) that could minimize the buildings peak load can be impractical, having a long and uncertain return on investment. Identification of building thermal lumped parameters 1) using only zone and supply air temperature measurements for constant- and variable-air volume HVAC equipment, and 2) a distributed algorithm for buildings with large number of zones is discussed for inexpensive thermostatic control retrofits as alternative to traditional supervisory Heat, Ventilation, and Air-Conditioning (HVAC) controller. The challenges in implementation of the proposed approach at two New York State buildings for demonstration and analysis are described: One building which we retrofitted with low-cost off-the-shelf wireless sensors and another building which was recently renovated and fitted with a new HVAC system with the state-of-art supervisory controllers. The differences in simulation-based (e.g., TrnSysTM) analysis and on-site implementation are highlighted. Finally, the results and performance of the proposed distributed estimation algorithm on the actual data from demonstration buildings are provided.\",\"PeriodicalId\":205599,\"journal\":{\"name\":\"2014 IEEE Conference on Control Applications (CCA)\",\"volume\":\"21 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-12-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 IEEE Conference on Control Applications (CCA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CCA.2014.6981597\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE Conference on Control Applications (CCA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CCA.2014.6981597","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

安装能源管理系统(EMS)可以最大限度地减少建筑物的峰值负荷,这是不切实际的,投资回报长期且不确定。确定建筑热集总参数1)仅使用恒定风量和变风量HVAC设备的区域和送风温度测量,以及2)讨论了具有大量区域的建筑物的分布式算法,用于廉价的恒温控制改造,作为传统的监控式供热,通风和空调(HVAC)控制器的替代方案。本文描述了在纽约州的两座建筑中实施所提出的方法所面临的挑战,以进行演示和分析:我们用低成本的现成无线传感器对一座建筑进行了改造,另一座建筑最近进行了翻新,并安装了新的HVAC系统,配备了最先进的监控控制器。强调了基于仿真(例如,TrnSysTM)的分析和现场实施的差异。最后,给出了分布式估计算法在示范建筑实际数据上的结果和性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Distributed estimation of lumped parameters of multi-zone small-middle size commercial buildings with minimal observations & implementation
Installation of an energy management system (EMS) that could minimize the buildings peak load can be impractical, having a long and uncertain return on investment. Identification of building thermal lumped parameters 1) using only zone and supply air temperature measurements for constant- and variable-air volume HVAC equipment, and 2) a distributed algorithm for buildings with large number of zones is discussed for inexpensive thermostatic control retrofits as alternative to traditional supervisory Heat, Ventilation, and Air-Conditioning (HVAC) controller. The challenges in implementation of the proposed approach at two New York State buildings for demonstration and analysis are described: One building which we retrofitted with low-cost off-the-shelf wireless sensors and another building which was recently renovated and fitted with a new HVAC system with the state-of-art supervisory controllers. The differences in simulation-based (e.g., TrnSysTM) analysis and on-site implementation are highlighted. Finally, the results and performance of the proposed distributed estimation algorithm on the actual data from demonstration buildings are provided.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Modelling and model predictive control of oil wells with Electric Submersible Pumps Adaptive control of permanent magnet synchronous motor with constrained reference current exploiting backstepping methodology Multi-robot mixing of nonholonomic mobile robots Predictive control system design with adaptive output estimator for non-uniformly sampled multi-rate systems and its application to liquid level control Design and application of a data-driven PID controller
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1