A one-class SVM can learn frequency-domain IQC bounds on nonlinear plant-model mismatch from sampled trajectories, demonstrated on a time-delay mismatch and a two-phase reactor.
A review of control loop monitoring and diagnosis: Prospects of controller maintenance in big data era,
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Learning the Integral Quadratic Constraints on Plant-Model Mismatch
A one-class SVM can learn frequency-domain IQC bounds on nonlinear plant-model mismatch from sampled trajectories, demonstrated on a time-delay mismatch and a two-phase reactor.