Estimation of Train Weight based on Time Series

This research project is working under the supervision of Swiss Federal Railways together with Dr. Nicolas Bennett and Dr. Claude Renaux in collaboration with Yunrong Zeng and Jiawei Ji, which is finished in May 2020.

To summarize:

1. I dug thoroughly into denoising the time series and data processing language R.
2. I worked collaboratively with the other two members to estimate the actual weight of the train using non-parametric and parametric denoising methods.
3. I successfully led the 3-member group in designing novel data cleaning functions and algorithms.