Models and methods for hybrid system identification: a systematic survey
Dynamical systems and processes that either exhibit non-smooth behaviours (eg through
logic control or natural phenomena) or work in different modes of operation are usually …
logic control or natural phenomena) or work in different modes of operation are usually …
Extension of a clustering identification approach to multivariable piecewise affine systems: Application to an industrial dryer
L Zeineb, A Kamel - … of Mechanical Engineers, Part I: Journal …, 2024 - journals.sagepub.com
The main objective of this paper is the extension of the clustering-based identification
approach to Multi-Input Multi-Output (MIMO) PieceWise Affine systems (PWA). This …
approach to Multi-Input Multi-Output (MIMO) PieceWise Affine systems (PWA). This …
Iterative Cut-Based PWA Approximation of Multi-Dimensional Nonlinear Systems
PieceWise Affine (PWA) approximations for nonlinear functions have been extensively used
for tractable, computationally efficient control of nonlinear systems. However, reaching a …
for tractable, computationally efficient control of nonlinear systems. However, reaching a …
[PDF][PDF] Extension of the clustering identification by extending the Density Based Spatial Clustering of Applications with Noise approach to Multi-Input Multi-Output Piece …
Z Lassoued, K Abderrahim - Journal of Control Engineering and …, 2023 - ceai.srait.ro
In this paper the problem of clustering based identification of a Multi-Input Multi-Output
(MIMO) PieceWise Affine systems (PWA) is considered. This approach, originally designed …
(MIMO) PieceWise Affine systems (PWA) is considered. This approach, originally designed …
Voltage Control of DC Generators based on PWA hybrid systems
Z Lassoued, K Abderrahim - Journal of Control Engineering and …, 2022 - ceai.srait.ro
The main objective of this paper is the control of the voltage of a DC generator. Tothis aim,
firstly, we identify the system using PieceWise Auto-Regressive eXogenous (PWARX) …
firstly, we identify the system using PieceWise Auto-Regressive eXogenous (PWARX) …
Identification of probability weighted ARX models with arbitrary domains
Hybrid system identification is a key tool to achieve reliable models of Cyber-Physical
Systems from data. PieceWise Affine models guarantees universal approximation, local …
Systems from data. PieceWise Affine models guarantees universal approximation, local …
[引用][C] Models and methods for hybrid system identification: a systematic survey
B De Schutter, A Moradvandi, REF Lindeboom… - 2023