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金刚石压机冷却水温控系统的设计

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针对当前金刚石压机冷却水温控系统使用传统PID算法控制精度低、温度波动大的问题,提出一种将改进鲸鱼算法与神经网络PID控制算法相结合的控制方法,实现PID参数的自适应调整.同时以GD32单片机为核心、步进电机为执行机构,设计循环冷却水温控系统硬件控制器来控制流量调节阀的开度,实现温度控制.仿真和实验结果表明:与传统PID算法相比,使用该温控系统进行温度控制时,超调量更小,控制精度更高,控制效果有很大提升.
Design of Cooling Water Temperature Control System for Diamond Press
Aiming at the problems of low control accuracy and large temperature fluctuation in the current cooling water tempera-ture control system of diamond press using traditional PID algorithm,a control method of combining the improved whale algorithm with the neural network PID control algorithm was proposed to realize the adaptive adjustment of PID parameters.Taking GD32 single-chip as the core and the stepper motor as the actuator,the hardware controller of the circulating cooling water temperature control system was designed to control the opening of the flow regulating valve and realize the temperature control.The simulation and experimental results show that compared with the traditional PID algorithm,the temperature control system can control the water temperature with smaller overshoot,higher control accuracy and the control effect is greatly improved.

diamond presscooling water temperatureimproved whale optimization algorithmBP neural network

黄祥辉、朱晓东、任天平、苏宇锋

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郑州大学机械与动力工程学院,河南郑州 450001

郑州大学电气与信息工程学院,河南郑州 450001

金刚石压机 冷却水温度 改进鲸鱼算法 BP神经网络

国家自然科学基金联合基金

U1904169

2024

机床与液压
中国机械工程学会 广州机械科学研究院有限公司

机床与液压

CSTPCD北大核心
影响因子:0.32
ISSN:1001-3881
年,卷(期):2024.52(4)
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