Research output per year
Research output per year
Personal profile
Research profile
As a Ph. D. in TU Delft and a member in DiTTlab, I have been working on my doctoral research in the interface between traffic engineering and pavement management. With the development of automated traffic and pavement data collection, there arises an interest in extracting knowledge from data for better pavement management strategies. In my master thesis, I conducted the data-driven prediction model of pavement maintenance demands and developed a tool for practical use. As a follow-up, I have been exploring the correlation and causality between traffic characteristics and pavement surface damage in my doctoral research. Parallel to my Ph.D., I am an external researcher in Rijkswaterstaat, Ministry of Infrastructure and Water Management of the Netherlands.
Research interests
Data analysis, pavement management, pavement raveling, traffic macroscopic patterns
Academic background
| June 2020-recent | Ph. D. TU Delft |
| Feb. 2019-April 2019 | Visiting researcher, Universidade de São Paulo |
| Sep. 2017-Feb. 2020 |
M.Sc. Transport Planning, TU Delft |
| Sep. 2017-Feb. 2020 | M.Sc. Integral Design and Management, TU Delft |
| Sep. 2013-July 2017 | B.Sc. Structural Engineering, Harbin Institute of Technology, China |
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Research output
- 2 Conference contribution
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Spatial-temporal analysis of road raveling and its correlation with traffic flow characteristics
Wang, Z., Krishnakumari, P., Anupam, K., Lint, J. W. C. V. & Erkens, S. M. J. G., 2022, Proceedings of the 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC). IEEE, p. 3609-3616 8 p.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile22 Downloads (Pure) -
Sao Paulo Cycling Network Development Design: A Minimum Spanning Tree Approach
Zili, W., 2020, CICTP 2020: Transportation Evolution Impacting Future Mobility - Selected Papers from the 20th COTA International Conference of Transportation Professionals. Wei, H., Wang, H., Zhang, L., An, Y. & Zhao, X. (eds.). American Society of Civil Engineers (ASCE), p. 2916-2929 14 p. (CICTP 2020: Transportation Evolution Impacting Future Mobility - Selected Papers from the 20th COTA International Conference of Transportation Professionals).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile38 Downloads (Pure)