煤炭工程 ›› 2020, Vol. 52 ›› Issue (9): 170-176.doi: 10.11799/ce202009035

• 装备技术 • 上一篇    下一篇

基于捷联惯导的悬臂式掘进机位姿解算算法研究

郑伟雄,沈阳,马浚清,胡立同,符世琛,吴淼   

  1. 1. 中国矿业大学(北京)机电与信息工程学院
    2. 枣庄矿业(集团)付村煤业有限公司
  • 收稿日期:2019-09-12 修回日期:2019-12-13 出版日期:2020-09-15 发布日期:2020-11-24
  • 通讯作者: 沈阳 E-mail:shenyang5008@163.com

Research on position and pose calculation algorithm of boom-type roadheader based on strapdown inertial navigation

  • Received:2019-09-12 Revised:2019-12-13 Online:2020-09-15 Published:2020-11-24

摘要: 针对煤矿井下高煤尘、光线暗的恶劣环境中掘进机无法实现动态位姿检测的问题,提出了基于捷联惯导的悬臂式掘进机位姿检测方法并对其解算算法做了对比研究。捷联惯导是通过三轴陀螺仪和三轴加速度计实时测得掘进机的角速度和加速度,根据位姿解算算法动态输出掘进机的姿态和位置信息。位姿解算算法很大程度决定着姿态和位置的精度,因此结合掘进机实际掘进工艺的特点,围绕位姿解算算法的适用性和优劣性,对比了四元数和等效旋转矢量两种位姿解算算法,分析了姿态解算误差的影响因素。在有噪声正弦运动和模拟掘进机行走运动两种情况下进行仿真并搭建了利用小车循迹代替掘进机掘进的实验平台进行实验,结果表明,两种算法均能满足掘进机姿态角的解算精度要求,四元数法的姿态解算精度高于等效旋转矢量法|位置的解算误差较大且呈发散状态,这有待于进一步研究。

关键词: 捷联惯导, 掘进机位姿, 四元数法, 等效旋转矢量

Abstract: Aiming at the harsh environment of high coal dust and dark light in coal mine, a method of detecting the attitude of cantilever type roadheader based on strapdown inertial navigation is proposed. Strapdown inertial navigation technology does not rely on external information, is not subject to environmental interference, and is suitable for the harsh environment of coal mines. Strapdown inertial navigation technology measures the attitude and position information of the roadheader through three-axis gyroscope and three-axis accelerometer. The attitude calculation algorithm determines the accuracy of attitude and position to a large extent. The applicability and advantages and disadvantages of the cantilever tunneling machine are analyzed. The four pose calculation algorithms are compared. The simulation is carried out under the two conditions of noisy sinusoidal motion and simulated roadheader. An experimental platform was built and used to replace the roadheader's tunneling and experiment. The results show that both algorithms can meet the accuracy requirements of the roadhead attitude angle. The accuracy of the quaternion method is higher than that of the equivalent rotation vector method. The experimental results verify the simulation results, but the position correction error is better. The large and divergent state is for further study.

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