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- W2357148924 abstract "An integrated multi-model modeling and control method based totally on the input-output data was proposed for the complex nonlinear system.Firstly,fuzzy partition was employed for on-line clustering of the input-output data;and then,the Least-Squares(LS) algorithm was used to construct a local model for each clustering.The fuzzy partition was combined with multi-model modeling,the parameters of each local model and the quantity of the local models were updated on-line by using the real-time data,so as to realize the on-line modeling of the complex nonlinear system.Finally,a predictive controller based on the multiple models was designed.The system modeling and design of controller were then included in a framework,which increased robustness of the control system.Simulation result showed the effectiveness of the proposed method." @default.
- W2357148924 created "2016-06-24" @default.
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- W2357148924 date "2011-01-01" @default.
- W2357148924 modified "2023-09-27" @default.
- W2357148924 title "Integrated Multi-Model Modeling and Control Method Based on Input-Output Data" @default.
- W2357148924 hasPublicationYear "2011" @default.
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