核桃振动采摘机设计与电液控制系统优化OA
Design of a walnut vibrating harvester and optimization of its electro-hydraulic control system
为提高新疆地区核桃采摘的自动化水平,解决人工拍打和拖拉机摇曳采摘带来的低效问题,设计一种基于PLC控制的液压振动式核桃采摘机,并提出一种自适应量子遗传算法优化的模糊PID控制策略,以确保液压系统稳定性和振动频率恒定.对采摘机的结构和液压系统进行设计,并在控制策略中引入非线性转角计算和变异率调整,通过多算子协同进化优化控制器的量化因子和比例因子.利用AMESim与Simulink联合仿真,验证控制系统的调节效果.结果表明在振动频率23 Hz下,最大超调量为1.6%、平均误差为4.61 r/min,调节时间为1.32 s,系统表现出良好的响应速度、调速范围追踪性和稳定性.搭建核桃振动采摘机及其控制系统进行性能测试.该控制系统具有较强的抗干扰能力和鲁棒性,满足振动式核桃采摘机的控制要求.
The aim of this study was to improve the automation level of walnut harvesting in Xinjiang region and address the inefficiency issues caused by manual beating and tractor shaking.A PLC-controlled hydraulic vibrating walnut harvester was designed,and a fuzzy PID control strategy optimized by an adaptive quantum genetic algorithm(MOP-AQGA)was proposed to ensure the stability of the hydraulic system and constant vibration frequency.Firstly,the structure and hydraulic system of the harvester were designed,and nonlinear rotation angle calculation and mutation rate adjustment were introduced into the control strategy.The quantization factors and proportional factors of the controller were optimized through multi-operator cooperative evolution.The control system performance was verified by using joint simulations in AMESim and Simulink,where the results showed that at a vibration frequency of 23 Hz,the maximum overshoot was 1.6%,the average error was 4.61 r/min,and the settling time was 1.32 s.The system demonstrated good response speed,speed regulation range tracking and stability.Finally,the walnut vibrating harvester and its control system were assembled for performance testing,to further validate that the control system exhibited strong anti-interference capability and robustness,meeting the control requirements for the vibrating walnut harvester.
代桂鑫;许燕;周建平;张惠琪;叶琛琛
新疆大学机械工程学院,乌鲁木齐市,830017新疆大学机械工程学院,乌鲁木齐市,830017||新疆维吾尔自治区农牧机器人及智能装备工程研究中心,乌鲁木齐市,830017新疆大学机械工程学院,乌鲁木齐市,830017||新疆维吾尔自治区农牧机器人及智能装备工程研究中心,乌鲁木齐市,830017新疆大学机械工程学院,乌鲁木齐市,830017新疆大学机械工程学院,乌鲁木齐市,830017
农业科技
核桃振动采摘机模糊PID控制自适应机制量子遗传算法
walnut vibrating harvesterfuzzy PID controladaptive mechanismquantum genetic algorithm
《中国农机化学报》 2026 (3)
193-200,8
新疆农机研发制造推广应用一体化项目(YTHSD2022-20)新疆维吾尔自治区重点研发项目(2024B02017-3)
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