D. Cogliati, M. Falchetto, D. Pau, M. Roveri, Gabriele Viscardi
{"title":"Intelligent Cyber-Physical Systems for Industry 4.0","authors":"D. Cogliati, M. Falchetto, D. Pau, M. Roveri, Gabriele Viscardi","doi":"10.1109/AI4I.2018.8665681","DOIUrl":null,"url":null,"abstract":"Cyber-Physical Systems (CPSs) represent the technological asset of Industry 4.0. This paper introduces a novel generation of CPSs, called Intelligent CPSs, able to integrate intelligent functionalities such as fault prediction, autonomous behavior and self-adaptation directly at the CPS units. Such functionalities will increase the autonomy, reduce the required bandwidth and increase the energy-efficiency of CPSs making them able to fully address the challenging needs and increasing performance in Industry 4.0 (as well as other relevant technological scenarios, e.g., smart Internet-of-Things). The effectiveness and efficiency of the proposed intelligent CPSs have been tested in two real-world application scenarios.","PeriodicalId":133657,"journal":{"name":"2018 First International Conference on Artificial Intelligence for Industries (AI4I)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"15","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 First International Conference on Artificial Intelligence for Industries (AI4I)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AI4I.2018.8665681","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 15
Abstract
Cyber-Physical Systems (CPSs) represent the technological asset of Industry 4.0. This paper introduces a novel generation of CPSs, called Intelligent CPSs, able to integrate intelligent functionalities such as fault prediction, autonomous behavior and self-adaptation directly at the CPS units. Such functionalities will increase the autonomy, reduce the required bandwidth and increase the energy-efficiency of CPSs making them able to fully address the challenging needs and increasing performance in Industry 4.0 (as well as other relevant technological scenarios, e.g., smart Internet-of-Things). The effectiveness and efficiency of the proposed intelligent CPSs have been tested in two real-world application scenarios.