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Data-mining approac...
Data-mining approach to support layout configuration decision-making in Evolvable Production Systems
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- Neves, Pedro (författare)
- Kungliga Tekniska Högskolan, Stockholm, Sweden
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- Ribeiro, Luis (författare)
- Linköpings universitet,Industriell Produktion,Tekniska högskolan
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- Ferreira, Joao Dias (författare)
- Kungliga Tekniska Högskolan, Stockholm, Sweden
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- Maffei, Antonio (författare)
- Kungliga Tekniska Högskolan, Stockholm, Sweden
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- Onori, Mauro (författare)
- Kungliga Tekniska Högskolan, Stockholm, Sweden
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- Barata, Jose (författare)
- Uninova Research Institute, Portugal
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(creator_code:org_t)
- IEEE conference proceedings, 2014
- 2014
- Engelska.
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Ingår i: Proceedings 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC) October 5-8, 2014, San Diego, CA, USA. - : IEEE conference proceedings. - 9781479938407 ; , s. 3649-3656
- Relaterad länk:
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- Computational and communication capabilities are increasingly being used in all devices. In the production context this leads to the generation of massive amounts of data that are rarely proficuously used. More particularly the application of data-mining techniques to infer knowledge from systems’ operation to improve its design decisions remains fairly unexplored. This article presents an approach to extract system design and configuration rules from Evolvable Production Systems. Furthermore it provides the empirical results from two test-cases that support the hypothesis that a simulation-data-mining approach can help reducing the complexity of the work carried by system designers and production managers.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Annan elektroteknik och elektronik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Other Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Maskinteknik -- Produktionsteknik, arbetsvetenskap och ergonomi (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Mechanical Engineering -- Production Engineering, Human Work Science and Ergonomics (hsv//eng)
Nyckelord
- Self-Organising Mechatronic Systems; Assembly Systems design; Simulation Tools; Multi-agent Systems; Data-Mining
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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