Research on temperature control of CF-PP induction heating based on improved particle swarm fuzzy PID

IF 3.6 4区 材料科学 Q2 MATERIALS SCIENCE, COMPOSITES Journal of Thermoplastic Composite Materials Pub Date : 2024-08-08 DOI:10.1177/08927057241271776
Tianyu Fu, Shan Yan, Yunfei Gu
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Abstract

Achieving precise temperature control during the heating process of carbon fibre-reinforced polypropylene thermoplastic composite (CF-PP) using electromagnetic induction heating is crucial for the consolidation effectiveness of the material. This paper begins by constructing a finite element microscopic model for induction heating that incorporates the actual fiber structure and matrix. It systematically analyzes the heating mechanism, temperature field distribution, and surface temperature hysteresis of CF-PP with different fiber weave structures during the heating process. Based on the observed temperature distribution and variation patterns during material heating, an improved particle swarm Fuzzy PID control method is proposed, which effectively reduces temperature overshoot and enhances the system’s resistance to disturbances. Experimental validation demonstrates the effectiveness of this algorithm for controlling the temperature of CF-PP plates during the induction heating process. This research offers an effective control strategy and research approach to enhance the accuracy of temperature control during the CF-PP induction heating process, contributing to improved outcomes in the field.
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基于改进粒子群模糊 PID 的 CF-PP 感应加热温度控制研究
在使用电磁感应加热碳纤维增强聚丙烯热塑性复合材料(CF-PP)的加热过程中,实现精确的温度控制对材料的固结效果至关重要。本文首先构建了一个包含实际纤维结构和基体的感应加热有限元微观模型。系统分析了不同纤维编织结构的 CF-PP 在加热过程中的加热机理、温度场分布和表面温度滞后。根据观察到的材料加热过程中的温度分布和变化规律,提出了一种改进的粒子群模糊 PID 控制方法,该方法能有效降低温度过冲,增强系统的抗干扰能力。实验验证证明了该算法在感应加热过程中控制 CF-PP 板温度的有效性。这项研究为提高 CF-PP 感应加热过程中的温度控制精确度提供了有效的控制策略和研究方法,有助于改善现场结果。
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来源期刊
Journal of Thermoplastic Composite Materials
Journal of Thermoplastic Composite Materials 工程技术-材料科学:复合
CiteScore
8.00
自引率
18.20%
发文量
104
审稿时长
5.9 months
期刊介绍: The Journal of Thermoplastic Composite Materials is a fully peer-reviewed international journal that publishes original research and review articles on polymers, nanocomposites, and particulate-, discontinuous-, and continuous-fiber-reinforced materials in the areas of processing, materials science, mechanics, durability, design, non destructive evaluation and manufacturing science. This journal is a member of the Committee on Publication Ethics (COPE).
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