Abstract
This paper presents a study on a possible application of neuro-fuzzy techniques to the modelling and control of machine direction moisture content in paper machines. Since the system is heavily coupled with another important system: basis weight control system, the model for the system can therefore be expressed by an NARMAX model with its coefficients being the functions of the basis weights. As a result, control strategy such as adaptive long-range predictive control can be directly applied together with neuro-fuzzy modelling. The overall algorithm is demonstrated through a simulated example and encouraging results have been obtained.
| Original language | English |
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| Pages | 229-234 |
| Number of pages | 6 |
| State | Published - 1996 |
| Externally published | Yes |
| Event | Proceedings of the 1996 IEEE International Conference on Control Applications - Dearborn, MI, USA Duration: Sep 15 1996 → Sep 18 1996 |
Conference
| Conference | Proceedings of the 1996 IEEE International Conference on Control Applications |
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| City | Dearborn, MI, USA |
| Period | 09/15/96 → 09/18/96 |