Realizing LTI models by identifying characteristic parameters using least squares optimization.
Tim NicolaiMark HaringEsten Ingar GrøtliJan Tommy GravdahlJohann RegerPublished in: ECC (2023)
Keyphrases
- least squares
- parameter estimation
- response surface
- linear model
- nonlinear least squares
- statistical models
- free parameters
- complex systems
- optimization algorithm
- optimization criteria
- parameter optimization
- linear regression
- maximum likelihood
- parametric models
- global optimization
- analytical models
- highly non linear
- nonlinear models
- fine tuning
- robust estimation
- neural network
- sensitivity analysis
- optimization method
- model selection
- particle filter
- optimization problems
- prior knowledge