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A Novel Trajectory Generation Algorithm for Robot Manipulators with Online Adaptation and Singularity Management

机译:具有在线自适应和奇异性管理的机器人操纵器轨迹生成算法

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With the advent of industry 4.0, manufacturing companies often require the production of small batches of different products. Therefore, flexibility and modularity are incoming into the design of the production lines, where different robots could be integrated depending on the tasks to be performed. In this paper, a novel algorithm for the trajectory planning is developed in order to be generic and independent to the specific type of robots. This algorithm uses a smoothed exponential speed profile with an optimal smoothing parameter and a singularity management strategy. Experimental results validate its effectiveness and demonstrate the benefits in terms of energy consumption, vibrations and singularity management.
机译:随着工业4.0的到来,制造公司经常需要生产小批量的不同产品。因此,灵活性和模块化被引入到生产线的设计中,在该生产线中,可以根据要执行的任务来集成不同的机器人。在本文中,为了通用且独立于特定类型的机器人,开发了一种用于轨迹规划的新颖算法。该算法使用具有最佳平滑参数和奇异性管理策略的平滑指数速度曲线。实验结果证明了其有效性,并证明了在能耗,振动和奇异性管理方面的益处。

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