4.6 Article

Fault detection filter design with adaptive mechanism for linear uncertain polytopic systems in finite frequency domains

Journal

IET CONTROL THEORY AND APPLICATIONS
Volume 10, Issue 16, Pages 2027-2037

Publisher

INST ENGINEERING TECHNOLOGY-IET
DOI: 10.1049/iet-cta.2016.0098

Keywords

fault diagnosis; adaptive filters; adaptive control; linear systems; uncertain systems; linear matrix inequalities; frequency-domain analysis; H control; time-varying filters; fault detection filter design; adaptive mechanism; linear uncertain polytopic systems; finite frequency domains; FD filter design problem; H_-H FD scheme; disturbance effect minimization; state variables; time-varying gains; tangent hyperplane technique; linear matrix inequalities; fault sensitivity; nonconvex problem

Funding

  1. Funds of National Science of China [61273148, 61420106016, 61403070]
  2. Foundation for the Author of National Excellent Doctoral Dissertation of PR China [201157]
  3. Fundamental Research Funds for the Central Universities [N130405012, N140402002]
  4. China Post-doctoral Science Foundation [2013M541241]
  5. China Postdoctoral Science Foundation [2015T80263]
  6. Postdoctoral Science Foundation of North- eastern University
  7. Research Fund of State Key Laboratory of Synthetical Automation for Process Industries [2013ZCX01]

Ask authors/readers for more resources

This study is concerned with the fault detection (FD) filter design problem for linear uncertain polytopic systems in finite frequency domains. The H-/H-infinity FD scheme is applied to maximise the sensitivity of faults and minimise the effect of disturbances. By decomposing the unavailable state variables, a new adaptive mechanism is developed to design the FD filter with time-varying gains. Moreover, a tangent hyperplane technique is introduced to solve the non-convex problem involved in. performance, and the FD filter design conditions with some parameters fixed are then given in terms of linear matrix inequalities. Finally, the advantages and effectiveness of the proposed FD technique are illustrated through a numerical example.

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