Theses and Dissertations
Issuing Body
Mississippi State University
Advisor
Rais-Rohani, Masoud
Committee Member
Marin, Esteban
Committee Member
Horstemeyer, F. Mark
Date of Degree
8-6-2011
Document Type
Graduate Thesis - Open Access
Major
Aerospace Engineering
Degree Name
Master of Science
College
James Worth Bagley College of Engineering
Department
Department of Aerospace Engineering
Abstract
This study uses numerical design optimization with advanced metamodeling techniques to investigate the effects of material substitution and dummy models on crashworthiness characteristics of automotive structures. A full-scale Dodge Neon LS-DYNA finite element model is used in all structural analysis and optimization calculations. Optimization is performed using vehicle-based responses for multiple crash scenarios and occupant-based responses for one crash scenario. An AZ31 magnesium alloy is substituted for the baseline steel in twenty-two vehicle parts. Five base metamodels and an Optimized Ensemble metamodel are used to develop global surrogate models of crash-induced responses. Magnesium alloy is found to maintain or improve vehicle crashworthiness with an approximate 50% reduction in selected part mass using vehicle-based responses while dummy-based designs show less percentage decrease in weight. Vehicle-based responses selected to approximate dummy injury metrics do not show the same relative change compared to dummy-based responses.
URI
https://hdl.handle.net/11668/15451
Recommended Citation
Parrish, Andrew Eric, "Crashworthiness optimization of vehicle structures considering the effects of lightweight material substitution and dummy models" (2011). Theses and Dissertations. 1211.
https://scholarsjunction.msstate.edu/td/1211