Deep Generative Model-based Synthesis of Four-bar Linkage Mechanisms with Target Conditions

arXiv:2402.14882v1 Announce Type: new
Abstract: Mechanisms are essential components designed to perform specific tasks in various mechanical systems. However, designing a mechanism that satisfies certain kinematic or quasi-static requirements is a challenging task. The kinematic requirements may include the workspace of a mechanism, while the quasi-static requirements of a mechanism may include its torque transmission, which refers to the ability of the mechanism to transfer power and torque effectively. In this paper, we propose a deep learning-based generative model for …

abstract arxiv components cs.ai cs.ce cs.lg designing generative requirements specific tasks synthesis systems tasks type workspace