{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T15:24:44Z","timestamp":1771082684619,"version":"3.50.1"},"reference-count":0,"publisher":"NDT.net GmbH & Co. KG","issue":"7","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["eJNDT"],"abstract":"<jats:p>\nEarly detection of abnormalities in railway systems is crucial for risk mitigation and cost-effective maintenance. Damaged wheels in freight trains cause a significant threat to transport infrastructure integrity, particularly when wheel flats occur. Monitoring wheel conditions relies on sensing mechanisms, requiring robust data integrity checks. This paper proposes a data-driven approach utilising blockchain for pre-condition monitoring to enhance data reliability. To achieve this goal, a data mining procedure is developed to establish a local blockchain. The blockchain continuously expands with new blocks, with each block linked to the previous one via a hash function. Only validated data are recorded in order to enhance the reliability of train measurements.\n<\/jats:p>","DOI":"10.58286\/29779","type":"journal-article","created":{"date-parts":[[2024,6,29]],"date-time":"2024-06-29T15:09:53Z","timestamp":1719673793000},"source":"Crossref","is-referenced-by-count":1,"title":["Blockchain-enabled Data Mining for Pre-Condition Monitoring in Railway Infrastructure"],"prefix":"10.58286","volume":"29","author":[{"name":"University College Dublin (UCD)","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0173-8464","authenticated-orcid":false,"given":"Meisam","family":"Gordan","sequence":"first","affiliation":[]},{"name":"University College Dublin (UCD)","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6132-4920","authenticated-orcid":false,"given":"Ramin","family":"Ghiasi","sequence":"additional","affiliation":[]},{"name":"University of Porto","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6751-0388","authenticated-orcid":false,"given":"Araliya","family":"Mosleh","sequence":"additional","affiliation":[]},{"name":"School of Engineering, Polytechnic of Porto (ISEP)","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8624-9904","authenticated-orcid":false,"given":"Diogo","family":"Ribeiro","sequence":"additional","affiliation":[]},{"name":"University College Dublin (UCD)","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1358-1943","authenticated-orcid":false,"given":"Abdollah","family":"Malekjafarian","sequence":"additional","affiliation":[]}],"member":"37050","published-online":{"date-parts":[[2024,7]]},"container-title":["e-Journal of Nondestructive Testing"],"original-title":[],"deposited":{"date-parts":[[2024,6,29]],"date-time":"2024-06-29T15:15:42Z","timestamp":1719674142000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.ndt.net\/search\/docs.php3?id=29779"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7]]},"references-count":0,"journal-issue":{"issue":"7","published-online":{"date-parts":[[2024,7]]}},"URL":"https:\/\/doi.org\/10.58286\/29779","relation":{},"ISSN":["1435-4934"],"issn-type":[{"value":"1435-4934","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,7]]}}}