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사이버-물리 제조시스템의 지능적 의사결정을 위한 데이터 및 모델 연계 홀로닉 구조 개발

Title
사이버-물리 제조시스템의 지능적 의사결정을 위한 데이터 및 모델 연계 홀로닉 구조 개발
Other Titles
Development of a Data and Model-Interconnected Holonic Architecture for Intelligent Decision-Making on Cyber-Physical Production Systems
Author
신승준
Keywords
Holonic Manufacturing System; Multi-Agent System; Cyber-Physical Production System; Big Data; Data analytics; Energy-Efficiency
Issue Date
2017-12
Publisher
대한산업공학회
Citation
대한산업공학회지, v. 43, no. 6, page. 451-463
Abstract
In manufacturing industries, the intelligence, autonomy and interconnectivity of manufacturing objects, and the adaptiveness in dynamic changes have been recognized as desirable objectives; however, they were hard to implement. Recently, the convergence of the advances in information and communication technology is making it possible to implement those objectives, called Smart Manufacturing (SM). Of these SM technologies, Cyber- Physical Production Systems (CPPS) will be considerably one of the most-advanced technologies because CPPS envisions dynamic and autonomous capabilities through mirroring physical and their cyber manufacturing objects in real-time. These capabilities match with the aim of Holonic Manufacturing Systems (HMS) in terms ofautonomy and cooperation, thereby making HMS re-highlighted as a control architecture of CPPS. This paper presents the development of a data and model-interconnected holonic control architecture that especially considers the synchronization with a big data infrastructure and a data analytics environment. The present work aims at providing : 1) a predictive process-planning mechanism with the connection of manufacturing data and decision-making models, and 2) a systems integration environment for opening the information about intelligent manufacturing objects. The goals of the present work are to increase intelligence and interconnection, which are the major performances pursued by CPPS.
URI
http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE07279414&language=ko_KRhttp://repository.hanyang.ac.kr/handle/20.500.11754/116501
ISSN
1225-0988
DOI
10.7232/JKIIE.2017.43.6.451
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ETC > 연구정보
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사이버-물리 제조시스템의 지능적 의사결정을 위한 데이터 및 모델 연계 홀로닉 구조 개발.pdfDownload
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