Quantitative Fault Models


Analytical redundancy - Takes advantage of mathematical relationships between process variables to provide redundancy checks

Residual generation in dynamic systems - y(t) = f(u(t), w(t), x(t), Omega(t)) where y(t), u(t) are measureable outputs and inputs, x(t) and w(t) are the state variables and disturbance within the system, Omega is process parameters. From y(t) and u(t), x(t) or Omega(t) can be estimated.

Hardware redundancy and voting schemes - Replicated hardware used to detect fault by disagreement

Img source: Venkatasubramanian et al