Mechanism design optimization through CAD-based Bayesian optimization and quantified constraints
Abdelmajid Ben Yahya,
Santiago Ramos Garces,
Nick Van Oosterwyck
et al.
Abstract:This study addresses the challenge of mechanism design optimization, particularly focusing on the energy efficiency and design space of reciprocating mechanisms. The research question centers on how to effectively utilize Computer-Aided Design (CAD) simulations alongside Bayesian optimization (BO) and a constrained design space to streamline the design optimization process, overcoming the limitations of traditional kinematic and dynamic analysis methods. The objective is to investigate and develop a novel opti… Show more
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