Model Predictive Control of Filament Tension in Textile Winding Process
Abstract. Yarn tension controlling at heart is tuning servo-motor speed on a restricted range. In this paper, we proposed an advanced model predictive control strategy to solving filament winding system time-delay problem. The application of controlled auto-regressive integrated moving-average (CARIMA) model was described the dynamic time-varying character. The parameters of CARIMA model were solved by recursive least squares parameter estimation method through input-output data. And using the receding optimization method acquire controlling amount in the future. The result of simulation shows that the method is effective and the control structure is simple.
F. L. Li et al., "Model Predictive Control of Filament Tension in Textile Winding Process", Advanced Materials Research, Vols. 308-310, pp. 2454-2457, 2011