优化能源储存系统和需求侧管理以最大限度地节约用水:夏威夷案例研究

Yogesh Manoharan, K. Olson, A. Headley
{"title":"优化能源储存系统和需求侧管理以最大限度地节约用水:夏威夷案例研究","authors":"Yogesh Manoharan, K. Olson, A. Headley","doi":"10.1115/1.4056544","DOIUrl":null,"url":null,"abstract":"\n Energy conservation is a concern in many commercial industries, and consequently facility operators are turning to various efficiency and alternative measures to reduce electricity costs. Growing use of intermittent resources, energy storage systems (ESSs) and demand side management (DSM) options are also gaining interest to maximize potential energy savings. Here we study the potential of ESSs versus DSM for water utilities through a case study of the National Energy Laboratory of the Hawaii Authority (NELHA). NELHA is a multizone water utility, where most electricity is dedicated to pumping water. In this study the optimization of the NELHA's overall electricity charges, using both ESSs or DSM via pump load shifting and optimization of pump house output is investigated. Optimization is performed to determine the optimal size of the batteries considering the water demand and energy costs in each zone. An extended approach of considering the characteristics of individual pumps on each pump house in the optimization model is applied to provide insight to the proper optimization framework for selecting individual pumps depending on the current zonal load, given pump efficiencies and maximum flow rates from each pump. The outcome from mathematical models using general quadratic pump efficiency functions and a simplified linear version of pump efficiency is compared to determine the significance of this difference in modeling methodology. Additionally, the effect of increasing solar power on electricity purchased is analyzed. This work will help to establish the role of ESS and DSM in energy savings for water utility industry.","PeriodicalId":326594,"journal":{"name":"ASME Journal of Engineering for Sustainable Buildings and Cities","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"OPTIMIZATION OF ENERGY STORAGE SYSTEMS AND DEMAND SIDE MANAGEMENT TO MAXIMIZE WATER UTILITY SAVINGS: A HAWAII CASE STUDY\",\"authors\":\"Yogesh Manoharan, K. Olson, A. Headley\",\"doi\":\"10.1115/1.4056544\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\n Energy conservation is a concern in many commercial industries, and consequently facility operators are turning to various efficiency and alternative measures to reduce electricity costs. Growing use of intermittent resources, energy storage systems (ESSs) and demand side management (DSM) options are also gaining interest to maximize potential energy savings. Here we study the potential of ESSs versus DSM for water utilities through a case study of the National Energy Laboratory of the Hawaii Authority (NELHA). NELHA is a multizone water utility, where most electricity is dedicated to pumping water. In this study the optimization of the NELHA's overall electricity charges, using both ESSs or DSM via pump load shifting and optimization of pump house output is investigated. Optimization is performed to determine the optimal size of the batteries considering the water demand and energy costs in each zone. An extended approach of considering the characteristics of individual pumps on each pump house in the optimization model is applied to provide insight to the proper optimization framework for selecting individual pumps depending on the current zonal load, given pump efficiencies and maximum flow rates from each pump. The outcome from mathematical models using general quadratic pump efficiency functions and a simplified linear version of pump efficiency is compared to determine the significance of this difference in modeling methodology. Additionally, the effect of increasing solar power on electricity purchased is analyzed. This work will help to establish the role of ESS and DSM in energy savings for water utility industry.\",\"PeriodicalId\":326594,\"journal\":{\"name\":\"ASME Journal of Engineering for Sustainable Buildings and Cities\",\"volume\":\"41 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ASME Journal of Engineering for Sustainable Buildings and Cities\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1115/1.4056544\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ASME Journal of Engineering for Sustainable Buildings and Cities","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1115/1.4056544","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

节约能源是许多商业行业关注的问题,因此,设施运营商正在转向各种效率和替代措施,以减少电力成本。越来越多地使用间歇性资源、能源存储系统(ess)和需求侧管理(DSM)选项也引起了人们的兴趣,以最大限度地节省潜在的能源。在这里,我们通过夏威夷管理局国家能源实验室(NELHA)的案例研究,研究了ESSs与DSM对水务公司的潜力。NELHA是一家多区域供水公司,大部分电力都用于抽水。在本研究中,研究了通过泵负荷转移和优化泵房输出来使用ess或DSM的NELHA总体电费的优化。考虑到每个区域的水需求和能源成本,进行优化以确定电池的最佳尺寸。在优化模型中,采用了一种扩展方法,考虑每个泵房中单个泵的特性,从而根据当前的区域负载、给定泵的效率和每个泵的最大流量,为选择单个泵提供适当的优化框架。使用一般二次泵效率函数和简化的泵效率线性版本的数学模型的结果进行比较,以确定建模方法中这种差异的意义。此外,还分析了增加太阳能发电对购买电量的影响。这项工作将有助于确立ESS和DSM在水务行业节能方面的作用。
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
OPTIMIZATION OF ENERGY STORAGE SYSTEMS AND DEMAND SIDE MANAGEMENT TO MAXIMIZE WATER UTILITY SAVINGS: A HAWAII CASE STUDY
Energy conservation is a concern in many commercial industries, and consequently facility operators are turning to various efficiency and alternative measures to reduce electricity costs. Growing use of intermittent resources, energy storage systems (ESSs) and demand side management (DSM) options are also gaining interest to maximize potential energy savings. Here we study the potential of ESSs versus DSM for water utilities through a case study of the National Energy Laboratory of the Hawaii Authority (NELHA). NELHA is a multizone water utility, where most electricity is dedicated to pumping water. In this study the optimization of the NELHA's overall electricity charges, using both ESSs or DSM via pump load shifting and optimization of pump house output is investigated. Optimization is performed to determine the optimal size of the batteries considering the water demand and energy costs in each zone. An extended approach of considering the characteristics of individual pumps on each pump house in the optimization model is applied to provide insight to the proper optimization framework for selecting individual pumps depending on the current zonal load, given pump efficiencies and maximum flow rates from each pump. The outcome from mathematical models using general quadratic pump efficiency functions and a simplified linear version of pump efficiency is compared to determine the significance of this difference in modeling methodology. Additionally, the effect of increasing solar power on electricity purchased is analyzed. This work will help to establish the role of ESS and DSM in energy savings for water utility industry.
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
Impact of Building Design and Operating Strategies on Urban Heat Island Effects Part II: Sensitivity Analysis ASSESSING ENERGY SAVINGS: A COMPARATIVE STUDY OF REFLECTIVE ROOF COATINGS IN FOUR USA CLIMATE ZONES AN ELEMENTARY APPROACH TO EVALUATING THE THERMAL SELF-SUFFICIENCY OF RESIDENTIAL BUILDINGS WITH THERMAL ENERGY STORAGE A PROPOSED METHOD AND CASE STUDY OF WASTE HEAT RECOVERY IN AN INDUSTRIAL APPLICATION Impact of Building Operating Strategies on Urban Heat Island Effects Part I: Model Development and Validation
×
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