一种基于激素调控机制的碳纤维张力数据驱动智能控制器

Many complex industrial processes are featured with high uncertainty and dynamic fluctuations, a series of schemes based on the runtime data of such processes have been proposed to conduct effective control on them. However, their inability of acquiring satisfactory control performance prevents such approaches from being widely put into practice. In this paper, based on the regulating mechanism of the hormones in human body a novel bio-inspired enhancing unit is developed and then embedded to the data-driven intelligent controller As such an endocrine regulation-inspired data-driven intelligent controller is proposed. The experiments for the constant stress control of the production for the as-spun fiber of carbon fiber show the proposed controller improves the agility and accuracy of the data-driven controller by introducing the hormone regulation-inspired enhancing unit, which is beneficial for maintaining the stress of the as-spun fiber on a stable status during the production.