Abstract
A novel interval type-2 fuzzy controller architecture is proposed to resolve nonlinear control problems of vehicle active suspension systems. It integrates the TakagiSugeno (TS) fuzzy model, interval type-2 fuzzy reasoning, the WuMendel uncertainty bound method, and selected optimization algorithms together to construct the switching routes between generated linear model control surfaces. The stability analysis of the proposed approach is presented. The proposed method is implemented into a numerical example and a case study on a nonlinear half-vehicle active suspension system. The simulation results demonstrate the effectiveness and efficiency of the proposed approach.
| Original language | English |
|---|---|
| Article number | 5504841 |
| Pages (from-to) | 885-895 |
| Number of pages | 11 |
| Journal | IEEE Transactions on Intelligent Transportation Systems |
| Volume | 11 |
| Issue number | 4 |
| DOIs | |
| State | Published - Dec 2010 |
| Externally published | Yes |
Keywords
- Active suspension system
- interval type-2 fuzzy control
- stability analysis
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