Reliability Engineering & System Safety· 2021Q1
Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry
- 501citations
- Q1SCImago
- 2021year
Short summary
A survey of machine learning-based predictive maintenance (PdM) in the automotive industry reveals that publicly available data and supervised learning methods are key limitations, while multi-source data fusion and deep learning show promise.
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