On the Diagnosis of Cyber-Physical Production Systems
Niggemann, Oliver (Ostwestfalen-Lippe University of Applied Science) | Lohweg, Volker (Ostwestfalen-Lippe University of Applied Science)
Cyber-Physical Production Systems (CPPSs) are in the focus of research, industry and politics: By applying new IT and new computer science solutions, production systems will become more adaptable, more resource ef- ficient and more user friendly. The analysis and diagnosis of such systems is a major part of this trend: Plants should detect automatically wear, faults and suboptimal configurations. This paper reflects the current state-of- the-art in diagnosis against the requirements of CPPSs, identifies three main gaps and gives application scenarios to outline first ideas for potential solutions to close these gaps.
Mar-6-2015
- Country:
- Europe (1.00)
- North America > United States (0.46)
- Genre:
- Research Report (0.66)
- Industry:
- Energy (0.95)
- Technology:
- Information Technology
- Artificial Intelligence
- Machine Learning (1.00)
- Representation & Reasoning
- Diagnosis (0.95)
- Expert Systems (0.69)
- Information Fusion (0.69)
- Model-Based Reasoning (0.69)
- Data Science
- Data Integration (0.69)
- Data Mining (0.73)
- Artificial Intelligence
- Information Technology