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.
|Publication status||Published - 2009|
|Event||7th workshop on advanced control and diagnosis (ACD 2009) - Zielona Góra, Poland|
Duration: 19 Nov 2009 → 20 Nov 2009
|Workshop||7th workshop on advanced control and diagnosis (ACD 2009)|
|Period||19/11/09 → 20/11/09|
- Pattern Identification, Identification, Pattern Recognition, Fault Identification, Process Models