In this work a method for building multiple-model structures is presented. A clustering algorithm that uses data from the system is employed to define the architecture of the multiple-model, including the size of the region covered by each model, and the number of models. A heating ventilation and air conditioning system is used as a testbed of the proposed method.
|Title of host publication
|27th IASTED International Conference on Modelling, Identification and Control
|Published - 2008
- clustering techniques, multiple-models, non-parametric identification, structural identification