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マニピュレーションarXiv:2210.10747

積層造形におけるロボット高粘度流体ディスペンシングの集中定数モデリングと制御

Lumped-Parameter Modeling and Control for Robotic High-Viscosity Fluid Dispensing in Additive Manufacturing

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高粘度流体の吐出における過渡遅れと非線形性を集中定数モデルで表現し、反復LQRによる補償で高品質な3Dプリントを実現した。

著者: William van den Bogert, James Lorenz, Xili Yi, Nima Fazeli, Albert J. Shih

分類: cs.RO

原文アブストラクト

In this paper, we present a novel flow model and compensation strategy for high-viscosity fluid deposition that yields high quality parts in the face of large transient delays and nonlinearity. Robotic high-viscosity fluid deposition is an essential process for a broad range of manufacturing applications including additive manufacturing, adhesive and sealant dispensing, and soft robotics. However, high-viscosity fluid deposition without compensation can lead to poor part quality and defects due to large transient delays and complex fluid dynamics. Our computationally efficient model is well-suited to real-time control and can be quickly calibrated and our compensation strategy leverages an iterative Linear-Quadratic Regulator to compute compensated deposition paths that can be deployed on most dispensing systems, without additional hardware. We demonstrate the improvements provided by our method when 3D printing using a robotic manipulator.

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