首页|基于改进粒子群PID的CFRP感应加热升温调控

基于改进粒子群PID的CFRP感应加热升温调控

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碳纤维复合材料(CFRP)在日常生活中的应用日益广泛,传统的固化成型方式,升温速率较慢、能量损耗较高、污染严重,因此采用了基于电磁感应加热方式对CFRP进行加热升温.但CFRP因其复合结构和感应加热升温特性,热量由纤维织构中产生逐渐向外扩散,导致了其加热过程中温度场变化存在一定的滞后性.以CFRP等效电磁热特性建立了CFRP有限元细观模型,系统分析了平纹编织结构的CFRP在加热过程中的升温机理、温度场分布状态及表面温度的滞后性的变化规律.同时,建立了宏观层合模型模拟计算了CFRP层间热传导过程以及层间温度传导的滞后性,揭示了CFRP平板在感应加热作用下热量的产生及热量在纤维和树脂之间的传导规律,验证了CFRP在感应加热过程中温度变化的滞后性.因此提出了基于改进惯性权重参数的粒子群PID控制方式,该方式降低了材料加热过程中温度超调量,提高了加热过程中的抗干扰能力,并通过实验验证了该算法对不同加热温度及不同厚度的CFRP平板在感应加热过程中温度控制的效果较好.
Temperature control of CFRP induction heating based on improved particle swarm PID
The application of carbon fiber composite materials(CFRP)in daily life is becoming increasingly widespread.The traditional curing and molding method has a slow heating rate,high energy loss,and serious pollution.Therefore,electromagnetic induction heating method to heat CFRP was usesd.However,due to its composite structure and induction heating characteristics,CFRP generates heat from the fiber texture and gradually diffuses outward,resulting in a certain lag in the temperature field changes during its heating process.A finite element micro model of CFRP based on its equivalent electromagnetic thermal characteristics was established,the heating mechanism,temperature field distribution,and hysteresis of surface temperature of CFRP with plain weave structure during the heating process were systematically analyzesd.At the same time,a macroscopic laminated model was estab-lished to simulate and calculate the interlayer heat conduction process and the hysteresis of interlayer temperature conduction in CFRP,revealing the heat generation of CFRP plates under induction heating and the heat conduction law between fibers and resins,and verifying the hysteresis of temperature changes in CFRP during induction heating.Therefore,a particle swarm PID control method based on improved inertia weight parameters was proposesd,which reduced temperature overshoot during material heating process,improved anti-interference ability during heating process,and through experiments that the algorithm has good temperature control effect on CFRP flat plates with different heating temperatures and thicknesses during induction heating process was verified.

carbon fibercomposite materialtemperature controltemperature fieldinduction heating

闫珊、付天宇、古云飞、杨宁

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常州信息职业技术学院智能装备学院,江苏常州 213164

山西大同大学计算机与网络工程学院,山西大同 037009

碳纤维 复合材料 温度控制 温度场 感应加热

国家自然科学基金项目校级重点实验室项目

52303031KYPT202203Z

2024

工程塑料应用
中国兵器工业集团第五三研究所 中国兵工学会非金属专业委员会 兵器工业非金属材料专业情报网

工程塑料应用

CSTPCD北大核心
影响因子:0.371
ISSN:1001-3539
年,卷(期):2024.52(8)