Pierre Dersin

Potential, challenges and future directions for deep learning in prognostics and health management applications

Olga Fink, Qin Wang, Markus Svensén et al. · Engineering Applications of Artificial Intelligence · 2020 · 496 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Prognostics and Health Management for Maintenance Practitioners - Review, Implementation and Tools Evaluation

Vepa Atamuradov, Kamal Medjaher, Pierre Dersin et al. · International Journal of Prognostics and Health Management · 2020 · 206 citations · Full text

Software Maintenance, Engineering, Industrial Engineering +31

Railway Point Machine Prognostics Based on Feature Fusion and Health State Assessment

Vepa Atamuradov, Kamal Medjaher, Fatih Camci et al. · IEEE Transactions on Instrumentation and Measurement · 2018 · 88 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +21

Machine Health Indicator Construction Framework for Failure Diagnostics and Prognostics

Vepa Atamuradov, Kamal Medjaher, Fatih Camci et al. · Journal of Signal Processing Systems · 2020 · 45 citations

Reliability, Condition Monitoring, Reliability Engineering +13

PHM for railway system — A case study on the health assessment of the point machines

Hossein Davari Ardakani, Christina Lucas, David Siegel et al. · 2012 · 32 citations

Fault Diagnosis, Health Assessment, Engineering +18