Publication | Closed Access
Identification for gain-scheduling: a balanced subspace approach
87
Citations
23
References
2007
Year
Mathematical ProgrammingLocal Identification ExperimentsEngineeringDynamic Resource AllocationBalanced Subspace ApproachOperations ResearchNonlinear System IdentificationSystems EngineeringCombinatorial OptimizationSubspace Identification IdeasModel-based Control TechniqueSound ApproachComputer EngineeringScheduling (Computing)System IdentificationSignal ProcessingScheduling ProblemProcess ControlLinear Control
The problem of deriving MIMO parameter- dependent models for gain-scheduling control design from data generated by local identification experiments is considered and a numerically sound approach is proposed, based on subspace identification ideas combined with the use of suitable properties of balanced state space realisations. Simulation examples are used to demonstrate the performance of the proposed approach.
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