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This is obtained using parameter-varying linear models that are found to capture the dominant dynamics.
In this paper, a generalized Hammerstein model consisting of a static polynomial function in series with time-varying linear model is proposed in order to model the Hammerstein-like multivariable processes whose linear dynamics vary over the operating space.
We build a time-varying linear model of the system and design a linear observer to estimate the indicated torque produced by each cylinder.
After all, the design was assessed with the vehicle time varying non-linear model showing a good performance and robustness.
We evaluated the relevance of varying urban parameters within linear models.
To explore the relationship between the number of births, deaths and movements of cattle and time varying covariates we fitted generalised linear models (GLM) using the daily records as the independent variable with year, month, day of the month, and day of the week included as dependent variables [ 16].
This paper discusses the stability of a spinning blade having periodically time varying coefficients for both linear model and geometric nonlinear model.
In this paper discrete time linear parameter varying (LPV) models with finite impulse response (FIR) dynamic structure are considered.
These models, formally known as linear parameter varying (LPV) models, tend to be difficult to identify because they contain a large amount of coefficients that require calibration.
General approaches are presented for approximating the nonlinear dynamics of a commercial aircraft model by affine linear parameter varying (LPV) models that are used for the design of fault detection and diagnosis (FDD) systems.
The proposed estimation procedure builds upon recent developments in literature for estimation of functional linear models with sparse data and utilizes connections between the recent history functional linear models and varying coefficient models.
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