IMPROVE Innovative Modelling Approaches for Production Systems to Raise Validatable Efficiency Intelligent Methods for the Factory of the Future 1st Edition by Oliver Niggemann, Peter Schüller – Ebook PDF Instant Download/Delivery: 3662578042, 9783662578049
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Product details:
ISBN 10: 3662578042
ISBN 13: 9783662578049
Author: Oliver Niggemann, Peter Schüller
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.
Table of contents:
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Concept and Implementation of a Software Architecture for Unifying Data Transfer in Automated Production Systems
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Social Science Contributions to Engineering Projects: Looking Beyond Explicit Knowledge Through the Lenses of Social Theory
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Enable Learning of Hybrid Timed Automata in Absence of Discrete Events through Self-Organizing Maps
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Anomaly Detection and Localization for Cyber-Physical Production Systems with Self-Organizing Maps
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A Sampling-Based Method for Robust and Efficient Fault Detection in Industrial Automation Processes
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Validation of Similarity Measures for Industrial Alarm Flood Analysis
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Concept for Alarm Flood Reduction with Bayesian Networks by Identifying the Root Cause
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Tags: Oliver Niggemann, Peter Schüller, IMPROVE, Modelling