no code implementations • 7 May 2020 • Kai Zhou, Jiong Tang
Uncertainties in a structure is inevitable, which generally lead to variation in dynamic response predictions.
no code implementations • 29 Oct 2018 • Pei Cao, Qi Shuai, Jiong Tang
Alternatively, the identification problem may be cast into an optimization framework in which fault parameters are identified through repeated forward finite element analysis which however is oftentimes computationally prohibitive.
no code implementations • 24 Oct 2017 • Pei Cao, Shengli Zhang, Jiong Tang
On the other hand, while the deep neural networks based approaches feature adaptive feature extractions and inherent classifications, they usually require a substantial set of training data and thus hinder their usage for engineering applications with limited training data such as gearbox fault diagnosis.
no code implementations • 9 Jun 2017 • Pei Cao, Zhaoyan Fan, Robert X. Gao, Jiong Tang
In this research, we investigate the subject of path-finding.