Research output per year
Research output per year
Abstract
Artificial intelligence (AI) is a field that has been increasingly and successfully applied to solve practical problems in the railway infrastructure domain for over two decades. AI has been employed to enhance the reliability of railway infrastructure, ensuring smooth railway operations and services. Despite its success, AI solutions for the entire railway system still need to be tailored to local conditions and further optimised with field domain knowledge. This underscores the need for further AI developments to achieve a truly intelligent railway infrastructure....
| Original language | English |
|---|---|
| Qualification | Doctor of Philosophy |
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| Supervisors/Advisors |
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| Award date | 26 Mar 2025 |
| Print ISBNs | 978-94-6384-707-0 |
| DOIs | |
| Publication status | Published - 2025 |
Keywords
- Intelligent railway infrastructure
- Defect detection
- Artificial intelligence (AI)
- neural network (NN)
- Condition assessment
- Conditioned monitoring
- Predictive maintenance
- Data fusion
Country (case study)
- Netherlands
- Sweden
Fingerprint
Dive into the research topics of 'AI Solutions for Maintenance Decision Support in Railway Infrastructure'. Together they form a unique fingerprint.-
Detection of Rail Surface Defects based on Axle Box Acceleration Measurements: A Measurement Campaign in Sweden
Phusakulkajorn, W., Hendriks, J., Moraal, J., Shen, C., Zeng, Y., Unsiwilai, S., Bogojevic, B., Asplund, M., Zoeteman, A., Nunez, A., Dollevoet, R. & Li, Z., 2024, Transport Transitions: Advancing Sustainable and Inclusive Mobility: Proceedings of the 10th TRA Conference, 2024, Dublin, Ireland, Volume 5: Smart Resilient Infrastructure. McNally, C., Carroll, P., Martinez-Pastor, B., Ghosh, B., Efthymiou, M. & Valantasis-Kanellos, N. (eds.). Springer, p. 90-96 7 p. (Lecture Notes in Mobility; vol. Part F1004).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile111 Downloads (Pure) -
Artificial Intelligence in Railway Infrastructure: current research, challenges, and future opportunities
Phusakulkajorn, W., Nunez, A., Wang, H., Jamshidi, A., Zoeteman, A., Ripke, B., Dollevoet, R., De Schutter, B. & Li, Z., 2023, In: Intelligent Transportation Infrastructure. 2, 23 p., liad016.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)912 Downloads (Pure) -
A multiple spiking neural network architecture based on fuzzy intervals for anomaly detection: a case study of rail defects
Phusakulkajorn, W., Hendriks, J. M., Moraal, J., Dollevoet, R. P. B. J., Li, Z. & Nunez, A., 2022, 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, Vol. 2022. 8 p. 1292Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile1 Citation (Scopus)65 Downloads (Pure)
Prizes
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The Best Paper Award of Intelligent Transportation Infrastructure in 2023
Phusakulkajorn, W. (Recipient), Nunez Vicencio, A.A. (Recipient), Wang, H. (Recipient), Jamshidi, Ali (Recipient), Zoeteman, Arjen (Recipient), Ripke, Burchard (Recipient), Dollevoet, R.P.B.J. (Recipient), De Schutter, B. (Recipient) & Li, Z. (Recipient), Jun 2024
Prize: Prize (including medals and awards)
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