Fault detection based on a robust one class support vector machine

Estimating the Support of a High-Dimensional Distribution

Bernhard Schölkopf, John Platt, John Shawe‐Taylor et al. · Neural Computation · 2001 · 5.8K citations

Mathematical Programming, Engineering, Machine Learning +21

Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel

S. Sathiya Keerthi, Chih‐Jen Lin · Neural Computation · 2003 · 1.6K citations

Engineering, Machine Learning, Linear Svm +16

A comparison study of basic data-driven fault diagnosis and process monitoring methods on the benchmark Tennessee Eastman process

Shen Yin, Steven X. Ding, Adel Haghani et al. · Journal of Process Control · 2012 · 1.3K citations

Fault Diagnosis, Data Modeling, Reliability Engineering +15

Bearing fault detection of induction motor using wavelet and Support Vector Machines (SVMs)

Pratyay Konar, Paramita Chattopadhyay · Applied Soft Computing · 2011 · 490 citations

Fault Diagnosis, Condition Monitoring, Engineering +6

Total projection to latent structures for process monitoring

Donghua Zhou, Gang Li, S. Joe Qin · AIChE Journal · 2009 · 467 citations

Fault Diagnosis, Engineering, Fault Detection Policy +16