动态更新中低成本环境分区建模方法

Takuto Yamauchi, K. Tei, S. Honiden
{"title":"动态更新中低成本环境分区建模方法","authors":"Takuto Yamauchi, K. Tei, S. Honiden","doi":"10.1109/AIKE48582.2020.00036","DOIUrl":null,"url":null,"abstract":"There are systems in the field of event-driven control that require continuous operation. Continuous operation is achieved by switching from normal control to control capable of coping with faults when a fault in the system is detected. In the design phase, the developer needs to create an update controller capable of coping with all possible faults by modeling safe update procedures for any number of possible malfunction patterns. This naturally places a heavy burden on the developer. In this paper, we propose a design method that reduces the design cost of the update environment, which accounts for most of the design burden of an update controller. When designing a new update environment by reusing one that has already been designed, only the design related to the state preservation during update needs to be changed. However, the conventional design method utilizes not only the state preservation relationship but also mixes in two other concerns. Therefore, our proposed method separates the preservation relations of this state from the mixed concerns. We examined the reduction effect of our method in a reuse situation with multiple failure patterns in two systems that require continuous operation and found that the maximum design cost reduction effect was 90% or more.","PeriodicalId":370671,"journal":{"name":"2020 IEEE Third International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Method for Low-Cost Environment Partitioning Modeling in Dynamic Update\",\"authors\":\"Takuto Yamauchi, K. Tei, S. Honiden\",\"doi\":\"10.1109/AIKE48582.2020.00036\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"There are systems in the field of event-driven control that require continuous operation. Continuous operation is achieved by switching from normal control to control capable of coping with faults when a fault in the system is detected. In the design phase, the developer needs to create an update controller capable of coping with all possible faults by modeling safe update procedures for any number of possible malfunction patterns. This naturally places a heavy burden on the developer. In this paper, we propose a design method that reduces the design cost of the update environment, which accounts for most of the design burden of an update controller. When designing a new update environment by reusing one that has already been designed, only the design related to the state preservation during update needs to be changed. However, the conventional design method utilizes not only the state preservation relationship but also mixes in two other concerns. Therefore, our proposed method separates the preservation relations of this state from the mixed concerns. We examined the reduction effect of our method in a reuse situation with multiple failure patterns in two systems that require continuous operation and found that the maximum design cost reduction effect was 90% or more.\",\"PeriodicalId\":370671,\"journal\":{\"name\":\"2020 IEEE Third International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)\",\"volume\":\"26 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE Third International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/AIKE48582.2020.00036\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE Third International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AIKE48582.2020.00036","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

在事件驱动控制领域有一些系统需要连续运行。当检测到系统中的故障时,通过从正常控制切换到能够处理故障的控制来实现连续运行。在设计阶段,开发人员需要为任意数量的可能故障模式建模安全更新过程,从而创建一个能够处理所有可能故障的更新控制器。这自然会给开发人员带来沉重的负担。在本文中,我们提出了一种降低更新环境设计成本的设计方法,而更新环境占更新控制器设计负担的大部分。当通过重用已经设计好的更新环境来设计新的更新环境时,只需要更改更新期间与状态保存相关的设计。然而,传统的设计方法不仅利用了状态保存关系,还混合了另外两种考虑。因此,我们提出的方法将这种状态的保存关系从混合关注中分离出来。我们检查了我们的方法在两个需要持续运行的系统中具有多种故障模式的重用情况下的降低效果,发现最大设计成本降低效果为90%或更多。
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
Method for Low-Cost Environment Partitioning Modeling in Dynamic Update
There are systems in the field of event-driven control that require continuous operation. Continuous operation is achieved by switching from normal control to control capable of coping with faults when a fault in the system is detected. In the design phase, the developer needs to create an update controller capable of coping with all possible faults by modeling safe update procedures for any number of possible malfunction patterns. This naturally places a heavy burden on the developer. In this paper, we propose a design method that reduces the design cost of the update environment, which accounts for most of the design burden of an update controller. When designing a new update environment by reusing one that has already been designed, only the design related to the state preservation during update needs to be changed. However, the conventional design method utilizes not only the state preservation relationship but also mixes in two other concerns. Therefore, our proposed method separates the preservation relations of this state from the mixed concerns. We examined the reduction effect of our method in a reuse situation with multiple failure patterns in two systems that require continuous operation and found that the maximum design cost reduction effect was 90% or more.
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
Artificial Intelligence Design on Embedded Board with Edge Computing for Vehicle Applications Analysis of Permission Selection Techniques in Machine Learning-based Malicious App Detection Using Cultural Algorithms with Common Value Auctions to Provide Sustainability in Complex Dynamic Environments Knowledge Graph Visualization: Challenges, Framework, and Implementation Evaluation of Classification algorithms for Distributed Denial of Service Attack Detection
×
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