Direct Adaptive Control

GPTKB entity

Statements (29)
Predicate Object
gptkbp:instanceOf Control Theory Concept
gptkbp:advantage Faster adaptation
Simpler implementation in some cases
gptkbp:application gptkb:robot
gptkb:Automotive_Systems
Aerospace Engineering
Process Control
gptkbp:characteristic Controller parameters updated directly from input-output data
Does not require explicit plant parameter estimation
gptkbp:contrastsWith gptkb:Indirect_Adaptive_Control
gptkbp:developedBy 1970s
gptkbp:field Engineering
Control System
Automatic Control
gptkbp:goal Achieve desired closed-loop performance despite uncertainties
https://www.w3.org/2000/01/rdf-schema#label Direct Adaptive Control
gptkbp:limitation May be less robust to noise
Stability analysis can be complex
gptkbp:method gptkb:Model_Reference_Adaptive_Control
Self-tuning Regulators
gptkbp:notableContributor gptkb:Miroslav_Krstic
gptkb:Petros_Ioannou
Kumpati S. Narendra
gptkbp:relatedTo gptkb:Adaptive_Control
gptkb:Indirect_Adaptive_Control
gptkbp:requires Online adaptation mechanism
gptkbp:usedFor Systems with uncertain or time-varying parameters
gptkbp:bfsParent gptkb:Adaptive_Control
gptkbp:bfsLayer 7