基于可靠性和环境的多准则决策遗传算法(MCDMGA)

A. Gaun, H. Renner, G. Rechberger
{"title":"基于可靠性和环境的多准则决策遗传算法(MCDMGA)","authors":"A. Gaun, H. Renner, G. Rechberger","doi":"10.1109/PQ.2008.4653764","DOIUrl":null,"url":null,"abstract":"Large-scale projects, such as new power transmission lines, are characterized by an increased ecological awareness and by a strong public participation in the environmental impact assessment process. Technical criteria, environmental criteria, economical criteria as well as reliability parameters are used to evaluate the impact of the planned transmission line alternatives. For the reliability evaluation a minimal cut-set-algorithm has been implemented, tested and validated with the NEPLANreg reliability tool. The resulting Multi-Criteria Decision Making problem (MCDM), which is solved by a genetic algorithm (GA) in this paper, is to build a reliable transmission grid with low environmental impact on the public sector, minimum on unavailability and with minimal life-time-costs. The results of the optimization process on an example grid are discussed and further improvements are listed.","PeriodicalId":429968,"journal":{"name":"2008 Power Quality and Supply Reliability Conference","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"A reliability and environmental based Multi-Criteria Decision Making genetic algorithm (MCDMGA)\",\"authors\":\"A. Gaun, H. Renner, G. Rechberger\",\"doi\":\"10.1109/PQ.2008.4653764\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Large-scale projects, such as new power transmission lines, are characterized by an increased ecological awareness and by a strong public participation in the environmental impact assessment process. Technical criteria, environmental criteria, economical criteria as well as reliability parameters are used to evaluate the impact of the planned transmission line alternatives. For the reliability evaluation a minimal cut-set-algorithm has been implemented, tested and validated with the NEPLANreg reliability tool. The resulting Multi-Criteria Decision Making problem (MCDM), which is solved by a genetic algorithm (GA) in this paper, is to build a reliable transmission grid with low environmental impact on the public sector, minimum on unavailability and with minimal life-time-costs. The results of the optimization process on an example grid are discussed and further improvements are listed.\",\"PeriodicalId\":429968,\"journal\":{\"name\":\"2008 Power Quality and Supply Reliability Conference\",\"volume\":\"14 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-10-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2008 Power Quality and Supply Reliability Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PQ.2008.4653764\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 Power Quality and Supply Reliability Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PQ.2008.4653764","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

大型项目,例如新的输电线路,其特点是提高了生态意识,公众积极参与环境影响评估过程。技术标准、环境标准、经济标准以及可靠性参数被用来评估计划中的输电线路替代方案的影响。对于可靠性评估,采用了最小割集算法,并使用NEPLANreg可靠性工具进行了测试和验证。由此产生的多准则决策问题(MCDM)是建立一个对公共部门环境影响小、不可用性最小、寿命成本最小的可靠输电网,本文采用遗传算法求解该问题。讨论了实例网格优化过程的结果,并列出了进一步改进的地方。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A reliability and environmental based Multi-Criteria Decision Making genetic algorithm (MCDMGA)
Large-scale projects, such as new power transmission lines, are characterized by an increased ecological awareness and by a strong public participation in the environmental impact assessment process. Technical criteria, environmental criteria, economical criteria as well as reliability parameters are used to evaluate the impact of the planned transmission line alternatives. For the reliability evaluation a minimal cut-set-algorithm has been implemented, tested and validated with the NEPLANreg reliability tool. The resulting Multi-Criteria Decision Making problem (MCDM), which is solved by a genetic algorithm (GA) in this paper, is to build a reliable transmission grid with low environmental impact on the public sector, minimum on unavailability and with minimal life-time-costs. The results of the optimization process on an example grid are discussed and further improvements are listed.
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:604180095
Book学术官方微信