3D Guidance Navigation and Human-Robot Shared Control for Motor Graders in Field Operation

Peng Qi, Liang Gong
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引用次数: 1

Abstract

Motor graders are widely used in road maintenance and airport constructions. With powerful hydraulic blades, they can be used to create wide and smooth surface with slope. Yet, it is time-consuming and labor-intensive to use motor grader because measuring, proofreading, driving, and grading occur at the same time during the grading process. Addressing this issue, we developed a 3D guidance navigation and human-robot shared control system to help automate the grading control based on the measurement and design data, only leaving the steering task to human drivers. This solution can improve the productivity, efficiency and safety while constructing with motor graders. Specifically, this solution leverages RTK (real-time kinematics) receiver and IMU (inertial measurement unit) sensor to locate the position of the blade, and compares it with the design map, while the controller is adjusting the blade position according to the error from the comparisons. With the blade driven by two separate hydraulic cylinders, the control is coupled, which causes a “seesaw” effect. That is, the motion of one cylinder will affect the other one and cause jittering. To solve this problem, we designed an elevation controller with angle compensation to decouple the process and used the fuzzy logic control to optimize the speed and response of the system. The system was tested and validated on an industrial motor grader in both pilot testing and real highway construction fields. The test results showed that blade control automation can eliminate the labor survey. The proposed human-robot shared control technique can be extensively used to increase efficiency, productivity and safety while decrease labor cost for field operations in semi-autonomous construction machinery, orchard mowers.
平地机现场作业三维制导导航与人机共享控制
平地机广泛应用于道路养护和机场建设。借助强大的液压叶片,它们可用于制造具有坡度的宽而光滑的表面。然而,由于在评分过程中同时进行测量,校对,驾驶和评分,因此使用电动评分机是费时费力的。为了解决这一问题,我们开发了一种3D导航和人机共享控制系统,以帮助根据测量和设计数据自动进行分级控制,仅将转向任务留给人类驾驶员。该方案可提高平地机施工的生产率、效率和安全性。具体来说,该方案利用RTK(实时运动学)接收器和IMU(惯性测量单元)传感器来定位叶片的位置,并将其与设计图进行比较,控制器根据比较产生的误差来调整叶片的位置。由于叶片由两个独立的液压缸驱动,控制是耦合的,这就产生了“跷跷板”效应。也就是说,一个圆柱的运动将影响另一个圆柱并引起抖动。为了解决这一问题,我们设计了一个带有角度补偿的俯仰控制器来解耦过程,并使用模糊逻辑控制来优化系统的速度和响应。该系统在工业平地机上进行了中试和实际公路施工现场的测试和验证。试验结果表明,刀片控制自动化可以消除人工调查。提出的人机共享控制技术可以广泛用于提高效率,生产力和安全性,同时降低半自动化工程机械,果园割草机等现场操作的人工成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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