利用粒子群技术提高近零能耗建筑设备调度和储能控制的有效性

E. Tsioumas, N. Jabbour, M. Koseoglou, Ilias Sfetkos, C. Mademlis
{"title":"利用粒子群技术提高近零能耗建筑设备调度和储能控制的有效性","authors":"E. Tsioumas, N. Jabbour, M. Koseoglou, Ilias Sfetkos, C. Mademlis","doi":"10.1109/SPEC.2018.8635964","DOIUrl":null,"url":null,"abstract":"This paper proposes an electric energy management system (EEMS) based on the particle swarm optimization (PSO) technique that can provide enhanced effectiveness in the appliance scheduling and energy storage control of a nearly zero energy building (nZEB). Specifically, the PSO online finds the optimal operating condition by properly time shifting the controllable loads of a nZEB and regulating the direction of the energy flow and the current of the electric energy storage system (EESS). Therefore, shaving of the consumption peaks of the household energy demand as well as improved exploitation of the energy storage capability and protection of the lifespan of the EESS are accomplished. The above both provide efficiency increase and enhancement of the stability and the seamless operation of the nZEB electric microgrid. The EESS consists of Li-ion batteries. The effectiveness of the proposed EEMS is evaluated by using a hardware-in-the-loop (HiL) simulator that consists of a microcontroller board of ST that houses the control software and the DS1104 controller board of dSPACE that accommodates the models of the renewable energy sources (RES), the EESS with Li-ion batteries and the electric loads of the nZEB. The developed HiL provides a comparable advantage that is the easy adaptation to any potential changes of the layout of the nZEB microgrid. In order to validate the feasibility and demonstrate the competitive advantages of the EEMS as well as the effectiveness of the developed HiL, several testing results are presented and discussed.","PeriodicalId":335893,"journal":{"name":"2018 IEEE 4th Southern Power Electronics Conference (SPEC)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Enhanced Effectiveness in the Appliance Scheduling and Energy Storage Control by utilizing the Particle Swarm Technique for a Nearly Zero Energy Building\",\"authors\":\"E. Tsioumas, N. Jabbour, M. Koseoglou, Ilias Sfetkos, C. Mademlis\",\"doi\":\"10.1109/SPEC.2018.8635964\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes an electric energy management system (EEMS) based on the particle swarm optimization (PSO) technique that can provide enhanced effectiveness in the appliance scheduling and energy storage control of a nearly zero energy building (nZEB). Specifically, the PSO online finds the optimal operating condition by properly time shifting the controllable loads of a nZEB and regulating the direction of the energy flow and the current of the electric energy storage system (EESS). Therefore, shaving of the consumption peaks of the household energy demand as well as improved exploitation of the energy storage capability and protection of the lifespan of the EESS are accomplished. The above both provide efficiency increase and enhancement of the stability and the seamless operation of the nZEB electric microgrid. The EESS consists of Li-ion batteries. The effectiveness of the proposed EEMS is evaluated by using a hardware-in-the-loop (HiL) simulator that consists of a microcontroller board of ST that houses the control software and the DS1104 controller board of dSPACE that accommodates the models of the renewable energy sources (RES), the EESS with Li-ion batteries and the electric loads of the nZEB. The developed HiL provides a comparable advantage that is the easy adaptation to any potential changes of the layout of the nZEB microgrid. In order to validate the feasibility and demonstrate the competitive advantages of the EEMS as well as the effectiveness of the developed HiL, several testing results are presented and discussed.\",\"PeriodicalId\":335893,\"journal\":{\"name\":\"2018 IEEE 4th Southern Power Electronics Conference (SPEC)\",\"volume\":\"35 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 IEEE 4th Southern Power Electronics Conference (SPEC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SPEC.2018.8635964\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 4th Southern Power Electronics Conference (SPEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPEC.2018.8635964","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

摘要

本文提出了一种基于粒子群优化(PSO)技术的电能管理系统(EEMS),该系统可以为近零能耗建筑(nZEB)的设备调度和储能控制提供更高的有效性。具体而言,PSO通过对nZEB的可控负载进行适当的时移,并对储能系统的能量流方向和电流进行调节,从而在线找到最优运行状态。因此,剃除家庭能源需求的消费高峰,提高储能能力的利用率,保护EESS的使用寿命。以上都提高了效率,增强了nZEB微电网的稳定性和无缝运行。EESS由锂离子电池组成。通过使用硬件在环(HiL)模拟器来评估所提出的EEMS的有效性,该模拟器由容纳控制软件的ST微控制器板和容纳可再生能源(RES)模型的dSPACE DS1104控制器板组成,带有锂离子电池的EESS和nZEB的电力负载。开发的HiL提供了一个类似的优势,即易于适应nZEB微电网布局的任何潜在变化。为了验证EEMS的可行性和竞争优势,以及所开发的HiL的有效性,给出了几个测试结果并进行了讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhanced Effectiveness in the Appliance Scheduling and Energy Storage Control by utilizing the Particle Swarm Technique for a Nearly Zero Energy Building
This paper proposes an electric energy management system (EEMS) based on the particle swarm optimization (PSO) technique that can provide enhanced effectiveness in the appliance scheduling and energy storage control of a nearly zero energy building (nZEB). Specifically, the PSO online finds the optimal operating condition by properly time shifting the controllable loads of a nZEB and regulating the direction of the energy flow and the current of the electric energy storage system (EESS). Therefore, shaving of the consumption peaks of the household energy demand as well as improved exploitation of the energy storage capability and protection of the lifespan of the EESS are accomplished. The above both provide efficiency increase and enhancement of the stability and the seamless operation of the nZEB electric microgrid. The EESS consists of Li-ion batteries. The effectiveness of the proposed EEMS is evaluated by using a hardware-in-the-loop (HiL) simulator that consists of a microcontroller board of ST that houses the control software and the DS1104 controller board of dSPACE that accommodates the models of the renewable energy sources (RES), the EESS with Li-ion batteries and the electric loads of the nZEB. The developed HiL provides a comparable advantage that is the easy adaptation to any potential changes of the layout of the nZEB microgrid. In order to validate the feasibility and demonstrate the competitive advantages of the EEMS as well as the effectiveness of the developed HiL, several testing results are presented and discussed.
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
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信