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Prediction-Model-Based Contouring Error Iterative Precompensation Scheme for Precision Multiaxis Motion Systems

Ze Wang, Chuxiong Hu, Yu Zhu, Limin Zhu

2020IEEE/ASME Transactions on Mechatronics43 citationsDOI

Abstract

In order to achieve both accurate contouring error estimation and excellent contouring control performance for multiaxis motion systems, this article proposes an online iterative precompensation control method based on a third-order contouring error prediction model. Specifically, the closed-loop dynamical model of each axis is first used to predict tracking errors at future sampling instants. And then the related contouring error of the multiaxis system at future time can be expressed by the predicted tracking error and the theoretical third-order model of the reference contour. To reduce the influence of modeling error and uncertain disturbances on the prediction performance of contouring error, the numerical calculation method is utilized to obtain absolutely accurate contouring error, through which the deviation between the proposed contouring error model and the accurate one can be corrected accordingly. Based on the accurate contouring error prediction model, the optimal contouring error compensation can be generated through online iterative calculation. To achieve excellent contouring performance, the compensation is added to the original reference contour as a kind of trajectory precompensation. Comparative experiments are carried out on an industrial three-axis machine tool. A series of contour tracking experiments consistently demonstrate that the proposed method can predicate the contouring error accurately. Additionally, the contouring motion performance can also be significantly improved in the case of a variety of different trajectories.

Topics & Concepts

ContouringTracking errorComputer scienceTrajectoryApproximation errorError detection and correctionCompensation (psychology)Control theory (sociology)AlgorithmComputer visionArtificial intelligenceControl (management)PsychoanalysisAstronomyComputer graphics (images)PsychologyPhysicsIterative Learning Control SystemsAdvanced Numerical Analysis TechniquesControl Systems in Engineering
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