基于麻雀搜索算法的 CFRP 电磁感应加热温度控制分析

Ning Yang, Tianyu Fu
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摘要

碳纤维增强聚合物(CFRP)感应加热过程中精确的温度控制对材料的固化效果至关重要。本文首先结合实际的纤维结构和树脂基体,建立了感应加热的有限元模型,并系统分析了 CFRP 在加热过程中的加热机理和温度场分布。根据材料加热过程中观察到的温度分布和变化,提出了一种采用麻雀搜索算法优化的 PID 控制方法,有效降低了温度过冲,提高了响应速度。实验验证了该算法在感应加热过程中控制 CFRP 板温度的有效性。本研究为提高 CFRP 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,有助于提高该领域的研究成果。
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An analysis of temperature control for electromagnetic induction heating of CFRP based on sparrow search algorithm
Accurate temperature control during the induction heating process of carbon fiber reinforced polymer (CFRP) is crucial for the curing effect of the material. This paper first builds a finite element model of induction heating, which combines the actual fiber structure and resin matrix, and systematically analyzes the heating mechanism and temperature field distribution of CFRP during the heating process. Based on the temperature distribution and variation observed in the material heating process, a PID control method optimized by sparrow search algorithm is proposed, which effectively reduces the temperature overshoot and improves the response speed. The experiment verifies the effectiveness of the algorithm in controlling the temperature of CFRP plate during the induction heating process. This study provides an effective control strategy and research method to improve the accuracy of temperature control in the induction heating process of CFRP, which helps to improve the results in this field.
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