The Study on Wood Moisture Measurement Based Multi-modeling Method
Jia Zhang · Development & Innovation of Machinery & Electrical Products · 2009
To solve the problem that a single model can not fully describe precisely the non-linear characteristic of the wood moisture content in the full scale., wood moisture measurement based multi-modeling method is presented in this paper, the method firstly used FCM to classify equivalent resistance value, the inlet tuyere temperature and the outlet tuyere temperature data into subsets which have different cluster centers.Each subset makes a model according to RBFNN and LS-SVM according to the sample numbers of each subset, and then makes out the model.An example simulation proves that this method has a better generalization results and measurement accuracy.