36 citations · 108 across the 16 of their papers we have counts for
4 papers · 1 filter
Fault Estimation Filter Design with Guaranteed Stability Using Markov Parameters
Yiming Wan, Tamas Keviczky, Michel Verhaegen
For additive actuator and sensor faults, we propose a systematic method to design a state-space fault estimation filter directly from Markov parameters identified from fault-free d…
QUARKS: Identification of large-scale Kronecker Vector-AutoRegressive models
Baptiste Sinquin, Michel Verhaegen
In this paper we propose a Kronecker-based modeling for identifying the spatial-temporal dynamics of large sensor arrays. The class of Kronecker networks is defined for which we fo…
Robust Air Data Sensor Fault Diagnosis With Enhanced Fault Sensitivity Using Moving Horizon Estimation
Yiming Wan, Tamas Keviczky, Michel Verhaegen
This paper investigates robust fault diagnosis of multiple air data sensor faults in the presence of winds. The trade-off between robustness to winds and sensitivity to faults is c…
Direct identification of fault estimation filter for sensor faults
Yiming Wan, Tamas Keviczky, Michel Verhaegen
We propose a systematic method to directly identify a sensor fault estimation filter from plant input/output data collected under fault-free condition. This problem is challenging,…