IMPROVE - Innovative Modelling Approaches for Production Systems to Raise Validatable Efficiency Intelligent Methods for the Factory of the Future /
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 predictio...
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| Other Authors: | , |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer Vieweg,
2018.
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| Edition: | 1st ed. 2018. |
| Series: | Technologien für die intelligente Automation, Technologies for Intelligent Automation,
8 |
| Subjects: | |
| Online Access: | Link to Metadata |
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Table of Contents:
- 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.