Combining Expert Knowledge and Deep Learning with Case-Based Reasoning for Predictive Maintenance

by Patrick Klein

If a manufacturing company's main goal is to sell products profitably, protecting production systems from defects is essential and has led to vast documentation and expert knowledge. Industry 4.0 has facilitated access to sensor and operational data across the shop floor, enabling data-driven models that detect faults and predict failures, which are crucial for predictive maintenance to minimize unplanned downtimes and costs. Commonly, a universally...

• Format: Paperback
• Language: English
• ISBN: 3658469854
• ISBN13: 9783658469856
• Release Date: February 2025
• Publisher: Springer Vieweg
• Length: 475 Pages