Fault Detectability Conditions for Linear Deterministic Heat Equations

Tanushree Roy, Satadru Dey

Research output: Contribution to journalArticlepeer-review

Abstract

With the rise of distributed and connected modern engineering systems, the need for safe and reliable distributed parameter systems is becoming increasingly prominent. However, fault detection of partial differential equation systems remains relatively unexplored compared to its ordinary differential equation counterpart. In this letter, we attempt to advance such research by addressing the fault detectability problem for linear deterministic heat equations with additive faults. Fault detectability examines whether a fault is detectable given a system model and measured outputs. Essentially, similar to controllability and observability, fault detectability is an intrinsic property of the system and has to be verified before designing diagnostic algorithms. In this context, we derive fault detectability conditions for heat equations by utilizing the singular values of fault-to-output transfer function. We illustrate the proposed detectability conditions on battery thermal fault diagnosis case study.

Original languageEnglish (US)
Article number8472191
Pages (from-to)204-209
Number of pages6
JournalIEEE Control Systems Letters
Volume3
Issue number1
DOIs
StatePublished - Jan 2019

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Control and Optimization

Fingerprint Dive into the research topics of 'Fault Detectability Conditions for Linear Deterministic Heat Equations'. Together they form a unique fingerprint.

Cite this