Y
Yu Zhang
Researcher at Shanghai Jiao Tong University
Publications - 7
Citations - 299
Yu Zhang is an academic researcher from Shanghai Jiao Tong University. The author has contributed to research in topics: Support vector machine & Crashworthiness. The author has an hindex of 6, co-authored 7 publications receiving 274 citations.
Papers
More filters
Journal ArticleDOI
Metamodel-based lightweight design of B-pillar with TWB structure via support vector regression
TL;DR: Optimum design of B-pillar is proposed by using tailor-welded blank (TWB) structure to minimize the weight under the constraints of vehicle roof crush and side impact, in which support vector regression (SVR) is used for metamodeling.
Journal ArticleDOI
Lightweight Design of Automotive Front Side Rail Based on Robust Optimisation
Yu Zhang,Ping Zhu,Guanlong Chen +2 more
TL;DR: In this paper, the robust optimisation and deterministic optimisation formulations are constructed, respectively, for comparison, using the sequential quadratic programming (SQP) algorithm.
Journal ArticleDOI
Metamodeling development for reliability-based design optimization of automotive body structure
Ping Zhu,Yu Zhang,Guanlong Chen +2 more
TL;DR: Support vector regression, along with other four complex metamodeling techniques including moving least square, artificial neural network, radial basis function and Kriging, is investigated for approximating frontal crashworthiness performance which is one of the most highly nonlinear performances.
Patent
Assembly soldering plate welded seam finite element modeling method based on vehicle collision simulation
TL;DR: In this article, a finite element modeling method for the welding line of a soldering board based on vehicle crash simulation is proposed, which can accurately simulate the deformational behavior of welding line in crash simulation, enhances the simulation accuracy of vehicle crash, and is rapid and effective.
Patent
Car body structure optimum system based on solidity design
TL;DR: In this article, a stable design based optimization system for car body structure optimization is described, which is based on the stable design of variable and noise factors, and a response face modeling module is responsible for buliding variable, noise factors and mathematical model of car body's structure property index.