IBR Identification and Learned-Model Validation
Excitation, Observation, and Identifiability
T1-01 · Module outline
Define what the measurements can reveal about selected parameters.
Learning objectives
- Declare observed and latent variables.
- Relate excitation to parameter sensitivity.
Concept outline
- Terminal measurements and hidden controller states
- Excitation and sensitivity
- Selected parameters and information limits
Experiment direction · Planned
Simulation and code experiment
Compare parameter sensitivity under two excitation patterns.
Model explanations, parameter settings, runnable code, and result interpretation will be developed here.
Practice and discussion
State which parameters the experiment intends to estimate.
Worked solutions and feedback will accompany the full lesson.
Material preparation
Related research cases or review records are available and need adaptation into a lesson with a declared scope.
Adapt the existing material into a lesson, a reproducible experiment, and worked practice.