X
Xin Zhang
Researcher at University of Electronic Science and Technology of China
Publications - 3
Citations - 41
Xin Zhang is an academic researcher from University of Electronic Science and Technology of China. The author has contributed to research in topics: Surrogate model & Adaptive sampling. The author has an hindex of 1, co-authored 3 publications receiving 4 citations.
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Optimization of liquid cooling and heat dissipation system of lithium-ion battery packs of automobile
TL;DR: In this article, an optimization design framework is proposed to minimize the maximum temperature difference (MTD) of automotive lithium battery pack, which has certain guiding significance for the liquid cooling design of the battery packs.
Journal ArticleDOI
An Ensemble of Adaptive Surrogate Models Based on Local Error Expectations
TL;DR: The benchmark test functions and an application problem that deals with driving arm base of palletizing robot show that the proposed method can effectively improve the global and local prediction accuracy of the surrogate model.
Journal ArticleDOI
An improved adaptive surrogate model and application in thermal management system design
TL;DR: In this article, an adaptive sampling method based on distance density and local complexity is proposed for the selection of sample points in the process of establishing a high-precision surrogate model, which can make the new sample point more distributed in the key area of sample space.