Data-driven fault diagnostics for industrial processes: An application to Penicillin fermentation process

MA Abbasi, AQ Khan, G Mustafa, M Abid… - IEEE …, 2021 - ieeexplore.ieee.org
We consider the problem of fault detection and isolation for the penicillin fermentation
process. A penicillin fermentation process is a highly complex and nonlinear dynamic …

A novel incipient fault detection based on residual evaluation by using correlation dimension and inverse of largest Lyapunov exponent

H Yahyaei, M Aliyari Shoorehdeli - International Journal of Dynamics and …, 2021 - Springer
One of the most significant challenges in fault detection and isolation methods is early
detection of faults with very slow development rate. This paper proposes a novel robust …

Analysis and Design of Observer-Based Fault Detection Systems

S X. Ding, SX Ding - Advanced methods for fault diagnosis and fault …, 2021 - Springer
Although there exist many open issues in dealing with fault detection and estimation in
linear systems, as can be seen from our works in the previous chapters, the most …