Takagi-Sugeno fuzzy model development of batch biotechnological processes

摘要

The paper deals with the modelling of batch biotechnological processes based on the Takagi-Sugeno (TS) fuzzy model. Two possible process descriptions namely the input- Output TS fuzzy model and state-space TS fuzzy model are discussed. A parameterised Input-output TS fuzzy model is proposed. The model identification is based on the Extended structure and parameter identification procedure by means of product-space Fuzzy clustering.