Data-Driven and Model-Based Methods for Fault Detection and Diagnosis

Comprehensive reference providing enhanced fault detection methods for improving reliable and safe process operation in industry

Majdi Mansouri (Author), Mohamed-Faouzi Harkat (Author), Hazem N. Nounou (Author), Mohamed N. Nounou (Author)

9780128191644

Paperback, published 17 February 2020

322 pages
22.9 x 15.1 x 2.1 cm, 0.5 kg

Approx.296 pages

1. Introduction2. Linear latent variable approaches for fault detection3. Nonlinear latent variable approaches for fault detection4. Multiscale latent variable (MSLV) approaches for fault detection5. Interval latent variable (ILV) approaches for fault detection6. Model based approaches for fault detection7. Conclusions and Perspectives

Subject Areas: Chemical engineering [TDCB]