Designing MacPherson Suspension Architectures using Bayesian Optimization

• Published in: arXiv.org
• Main Authors: Sinnu, Susan Thomas, Palandri, Jacopo, Lakehal-ayat, Mohsen, Chakravarty, Punarjay, Wolf-Monheim, Friedrich, Blaschko, Matthew B
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 17.06.2022
• Subjects: Bayesian analysis; Compliance; Computer simulation; Convergence; Design; Design criteria; Design engineering; Design optimization; Design parameters; Finite element method; Generalized inverse; Linear functions; Multibody systems; Optimization; Proposals; Prototyping; Specifications

Engineering design is traditionally performed by hand: an expert makes design proposals based on past experience, and these proposals are then tested for compliance with certain target specifications. Testing for compliance is performed first by computer simulation using what is called a discipline...