Oliver Niggemann,
Peter Schüller
IMPROVE - Innovative Modelling Approaches for Production Systems to Raise Validatable Efficiency
Intelligent Methods for the Factory of the Future
Paperback Engels 2018 9783662578049Levertijd ongeveer 9 werkdagen
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Samenvatting
This open access work presents selected results from the European research and innovation project IMPROVE which yielded novel data-based solutions to enhance machine reliability and efficiency in the fields of simulation and optimization, condition monitoring, alarm management, and quality prediction.
Specificaties
ISBN13:9783662578049
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Berlin Heidelberg
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Inhoudsopgave
Concept and Implementation of a Software Architecture for Unifying Data Transfer in Automated Production Systems.- Social Science Contributions to Engineering Projects: Looking Beyond Explicit Knowledge Through the Lenses of Social Theory.- Enable learning of Hybrid Timed Automata in Absence of Discrete Events through Self-Organizing Maps.- Anomaly Detection and Localization for Cyber-Physical Production Systems with Self-Organizing Maps.- A Sampling-Based Method for Robust and Efficient Fault Detection in Industrial Automation Processes.- Validation of similarity measures for industrial alarm flood analysis.- Concept for Alarm Flood Reduction with Bayesian Networks by Identifying the Root Cause.
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