HOLEG:基于Holon类比的弹性能源网络评估模拟器

Rolf Egert, Carlos Garcia Cordero, A. Tundis, M. Mühlhäuser
{"title":"HOLEG:基于Holon类比的弹性能源网络评估模拟器","authors":"Rolf Egert, Carlos Garcia Cordero, A. Tundis, M. Mühlhäuser","doi":"10.1109/DISTRA.2017.8167665","DOIUrl":null,"url":null,"abstract":"The process of designing and evaluating distributed Cyber-Physical Systems (CPSs) is not a trivial task. There are many challenges to tackle such as managing distributed resources, enabling communication between components, and choosing performance metrics to evaluate the “goodness” of the system. Smart Grids (SGs) are prominent representatives of CPSs, a particular type of Critical Infrastructure (CI), whose organizational model is becoming more distributed and dynamic. Due to this paradigm shift, new control and management mechanisms need to be identified and tested to guarantee uninterrupted operation. However, novel approaches cannot always be tested against real networks as the economic cost and risk can be high. In contrast, modeling and simulation techniques are viable evaluation mechanisms that support the continuous evolution of CIs. In this paper, we present an Open Source time-discrete simulation software, called HOLEG, that models and evaluates SGs. The software is based on the Holon analogy, a bio-inspired approach that enables systems resilience through flexible reconfiguration mechanisms. The presented software provides features that enable the integration and execution of optimization algorithms along with their evaluation. To demonstrate HOLEG, a case study is presented where a heuristic algorithm is implemented to minimize wasted energy while preventing network destabilization.","PeriodicalId":109971,"journal":{"name":"2017 IEEE/ACM 21st International Symposium on Distributed Simulation and Real Time Applications (DS-RT)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"HOLEG: A simulator for evaluating resilient energy networks based on the Holon analogy\",\"authors\":\"Rolf Egert, Carlos Garcia Cordero, A. Tundis, M. Mühlhäuser\",\"doi\":\"10.1109/DISTRA.2017.8167665\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The process of designing and evaluating distributed Cyber-Physical Systems (CPSs) is not a trivial task. There are many challenges to tackle such as managing distributed resources, enabling communication between components, and choosing performance metrics to evaluate the “goodness” of the system. Smart Grids (SGs) are prominent representatives of CPSs, a particular type of Critical Infrastructure (CI), whose organizational model is becoming more distributed and dynamic. Due to this paradigm shift, new control and management mechanisms need to be identified and tested to guarantee uninterrupted operation. However, novel approaches cannot always be tested against real networks as the economic cost and risk can be high. In contrast, modeling and simulation techniques are viable evaluation mechanisms that support the continuous evolution of CIs. In this paper, we present an Open Source time-discrete simulation software, called HOLEG, that models and evaluates SGs. The software is based on the Holon analogy, a bio-inspired approach that enables systems resilience through flexible reconfiguration mechanisms. The presented software provides features that enable the integration and execution of optimization algorithms along with their evaluation. To demonstrate HOLEG, a case study is presented where a heuristic algorithm is implemented to minimize wasted energy while preventing network destabilization.\",\"PeriodicalId\":109971,\"journal\":{\"name\":\"2017 IEEE/ACM 21st International Symposium on Distributed Simulation and Real Time Applications (DS-RT)\",\"volume\":\"44 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-10-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 IEEE/ACM 21st International Symposium on Distributed Simulation and Real Time Applications (DS-RT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DISTRA.2017.8167665\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE/ACM 21st International Symposium on Distributed Simulation and Real Time Applications (DS-RT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DISTRA.2017.8167665","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

摘要

设计和评估分布式信息物理系统(cps)的过程不是一项简单的任务。有许多挑战需要解决,例如管理分布式资源,支持组件之间的通信,以及选择性能指标来评估系统的“优点”。智能电网(SGs)是cps的杰出代表,cps是一种特殊类型的关键基础设施(CI),其组织模型正变得更加分布式和动态。由于这种模式的转变,需要确定和测试新的控制和管理机制,以保证不间断的运行。然而,由于经济成本和风险可能很高,新方法并不总是能在实际网络中进行测试。相比之下,建模和仿真技术是支持ci持续发展的可行评估机制。在本文中,我们提出了一个开源的时间离散仿真软件,称为HOLEG,用于模拟和评估SGs。该软件基于Holon类比,这是一种受生物启发的方法,通过灵活的重新配置机制使系统具有弹性。所提出的软件提供了使优化算法的集成和执行以及它们的评估成为可能的特性。为了演示HOLEG,提出了一个案例研究,其中实现了启发式算法,以最大限度地减少浪费的能量,同时防止网络不稳定。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
HOLEG: A simulator for evaluating resilient energy networks based on the Holon analogy
The process of designing and evaluating distributed Cyber-Physical Systems (CPSs) is not a trivial task. There are many challenges to tackle such as managing distributed resources, enabling communication between components, and choosing performance metrics to evaluate the “goodness” of the system. Smart Grids (SGs) are prominent representatives of CPSs, a particular type of Critical Infrastructure (CI), whose organizational model is becoming more distributed and dynamic. Due to this paradigm shift, new control and management mechanisms need to be identified and tested to guarantee uninterrupted operation. However, novel approaches cannot always be tested against real networks as the economic cost and risk can be high. In contrast, modeling and simulation techniques are viable evaluation mechanisms that support the continuous evolution of CIs. In this paper, we present an Open Source time-discrete simulation software, called HOLEG, that models and evaluates SGs. The software is based on the Holon analogy, a bio-inspired approach that enables systems resilience through flexible reconfiguration mechanisms. The presented software provides features that enable the integration and execution of optimization algorithms along with their evaluation. To demonstrate HOLEG, a case study is presented where a heuristic algorithm is implemented to minimize wasted energy while preventing network destabilization.
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