Title :
The Comparison of Three Kinds of Control Algorithms in Control of Warp Tension
Author :
Dandan, Li ; Jiancheng, Yang ; Yongli, Zhao ; Zexu, Zhou ; Lei, Li
Author_Institution :
Sch. of Mech. & Electron. Eng., Tianjin Polytech. Univ., Tianjin, China
Abstract :
Loom warp tension had a significant impact on the quality of fabric. In order to better control warp tension of rapier loom and prevent negative impacts on the quality of the fabric by reason of the excessive fluctuation. This paper took let-off system of SAURER400 rapier loom as experimental subject and adopted the simulation system of MATLAB to check up the advantage and disadvantage of three kinds of commonly used control algorithm (PID, fuzzy-PID, single neuron adaptive PID) on control warp tension. The experimental results showed that single neuron adaptive PID control algorithm is superior to PID control and fuzzy PID control in the area of response time and overshoot, etc, and the single neuron adaptive PID control can reduce the warp tension fluctuation effectively.
Keywords :
adaptive control; fabrics; fuzzy control; neurocontrollers; quality control; textile industry; textile machinery; three-term control; weaving; MATLAB; SAURER400 rapier loom; control warp tension; fabric quality; fuzzy PID control; single neuron adaptive PID control; Adaptation model; Adaptive systems; Control systems; Fabrics; Fuzzy control; Mathematical model; Neurons; SAURER400 loom; algorithm; fuzzy PID; single neuron adaptive PID; warp tension;
Conference_Titel :
Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-9247-3
DOI :
10.1109/GCIS.2010.252