Semi-supervised multivariate time series anomaly detection for wind turbines using generator SCADA data

MizAR 60 for Mizar 50

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 73.5K citations · Full text

Remaining useful life estimation in prognostics using deep convolution neural networks

Xiang Li, Qian Ding, Jian‐Qiao Sun · Reliability Engineering & System Safety · 2017 · 1.6K citations

Prognostic Assessment, Prognostic Evaluation, Engineering +11

Autoformer: Decomposition Transformers with Auto-Correlation for\n Long-Term Series Forecasting

Haixu Wu, Jiehui Xu, Jianmin Wang et al. · arXiv (Cornell University) · 2021 · 1.3K citations · Full text

An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings

Bin Yang, Yaguo Lei, Feng Jia et al. · Mechanical Systems and Signal Processing · 2019 · 839 citations

Fault Diagnosis, Locomotive Bearings, Engineering +12

Proceedings 2002 IEEE International Conference on Data Mining. ICDM 2002

2002 · 726 citations

Knowledge Discovery In Databases, Data Classification, Engineering +10