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机械工程中基于人工智能的智能控制系统研究
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作者 刘念国 《工程机械与维修》 2024年第7期28-30,共3页
为提高液压挖掘机的智能化施工性能,以WS-005型液压挖掘机为研究对象,运用增量式PID控制算法搭建液压挖掘机智能控制系统,并从检测、执行和控制3个方面展开硬件设备设计,借助西门子S7-200PLC程序进行软件部分编程,通过采集液压挖掘机的... 为提高液压挖掘机的智能化施工性能,以WS-005型液压挖掘机为研究对象,运用增量式PID控制算法搭建液压挖掘机智能控制系统,并从检测、执行和控制3个方面展开硬件设备设计,借助西门子S7-200PLC程序进行软件部分编程,通过采集液压挖掘机的动力臂角度和斗杆角度变化曲线,验证液压挖掘机智能控制系统的应用效果。研究结果表明,基于液压挖掘机人工智能控制系统可以对挖掘机的运行稳定性进行有效控制,对挖掘机的各受构件的运动轨迹进行姿态精确调整,减小动作的冲击,使得液压挖掘机结构系统更加平稳。 展开更多
关键词 机械设计 人工智能 控制系统 PID控制算法 动臂角度 斗杆角度
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Application and testing of a vertical angle control for a boom-type road header 被引量:4
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作者 TIAN Jie CHEN Guoqiang +3 位作者 YANG Yang WANG Hongyao LIU Jiangong WU Miao 《Mining Science and Technology》 EI CAS 2010年第1期152-158,共7页
Automatic profiling control using a boom-type roadheader requires an understanding of horizontal and vertical swing angles of the cutting boom. In this study the vertical angle of the cutting boom is discussed. First,... Automatic profiling control using a boom-type roadheader requires an understanding of horizontal and vertical swing angles of the cutting boom. In this study the vertical angle of the cutting boom is discussed. First, a vertical swing detection model for the cutting boom is established. Then, a kinematic analysis of the vertical swing mechanism is made and formulae describing the geometrical relationship between the vertical swing of the cutting boom and the telescopic length of vertical hydraulic lift cylinders and vertical swing angle of the boom are presented. Various factors such as complexity of the calculation model, the difficulty of installing the sensor and the cost are compared for two methods. Finally, directly measuring the vertical swing angle of the cutting boom with a tilt sensor is decided to be the more simple and effective method. The detection sensitivity and the vertical cutting error of a tilt sensor are studied. Vibration tests on an EBZ160 roadheader were performed in a coal mine. The characteristic vibration frequencies are analyzed. A design of a vibration isolation mount for the tilt sensor is presented. It makes the detection device work more reliably under conditions where vibration is present and lays a foundation for the implementation of an automatic roadhead cutter. A tilt sensor is installed on an EBZ160 and an EBZ200, and experiments have been done in a coal mine. The re- suits show that the experimental result is favorable and achieves the goal of automatic control of the vertical swing of the cutting boom. 展开更多
关键词 boom-type roadheader tilt sensor detection model vibration isolation mounting vertical swing
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