{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T14:08:41Z","timestamp":1764079721762,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030870935"},{"type":"electronic","value":"9783030870942"}],"license":[{"start":{"date-parts":[[2021,11,18]],"date-time":"2021-11-18T00:00:00Z","timestamp":1637193600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,11,18]],"date-time":"2021-11-18T00:00:00Z","timestamp":1637193600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-030-87094-2_50","type":"book-chapter","created":{"date-parts":[[2021,11,17]],"date-time":"2021-11-17T07:06:45Z","timestamp":1637132805000},"page":"569-576","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Towards Autonomous Health Monitoring of Rails Using a FEA-ANN Based Approach"],"prefix":"10.1007","author":[{"given":"Luke","family":"Brown","sequence":"first","affiliation":[]},{"given":"Shukri","family":"Afazov","sequence":"additional","affiliation":[]},{"given":"Daniele","family":"Scrimieri","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,11,18]]},"reference":[{"key":"50_CR1","unstructured":"Westlake, J.: Network rail limited annual report and accounts (2009). https:\/\/cdn.networkrail.co.uk\/wp-content\/uploads\/2019\/07\/Annual-report-and-accounts-2019-Chief-financial-officers-review.pdf. Accessed 16 June 2021"},{"key":"50_CR2","doi-asserted-by":"publisher","DOI":"10.1533\/9781845697020","volume-title":"Fatigue in Railway Infrastructure","author":"M Robinson","year":"2009","unstructured":"Robinson, M.: Fatigue in Railway Infrastructure, 1st edn. Elsevier, Amsterdam (2009)","edition":"1"},{"key":"50_CR3","doi-asserted-by":"crossref","unstructured":"Frost, M.: Railway management and engineering. Proc. Inst. Civ. Eng. \u2013 Transp. 169(2), 121\u2013121 (2016)","DOI":"10.1680\/jtran.15.00044"},{"issue":"2","key":"50_CR4","doi-asserted-by":"publisher","first-page":"18","DOI":"10.3390\/lubricants8020018","volume":"8","author":"G Chen","year":"2020","unstructured":"Chen, G.: Friction-induced vibration of a railway wheelset-track system and its effect on rail corrugation. Lubricants 8(2), 18 (2020)","journal-title":"Lubricants"},{"issue":"1\u20133","key":"50_CR5","doi-asserted-by":"publisher","first-page":"347","DOI":"10.1016\/S0143-974X(98)00144-8","volume":"46","author":"H Al Nageim","year":"1998","unstructured":"Al Nageim, H., Mohammed, F., Lesley, L.: Numerical results of the LR55 track system modelled as multilayer beams on elastic foundation. J. Constr. Steel Res. 46(1\u20133), 347 (1998)","journal-title":"J. Constr. Steel Res."},{"issue":"3","key":"50_CR6","doi-asserted-by":"publisher","first-page":"124","DOI":"10.3846\/16483840.2003.10414080","volume":"18","author":"I Povilaitien\u0117","year":"2003","unstructured":"Povilaitien\u0117, I., Podag\u0117lis, I.: Research into rail side wearing on curves. Transport 18(3), 124\u2013129 (2003)","journal-title":"Transport"},{"issue":"1","key":"50_CR7","first-page":"63","volume":"28","author":"Z Peran","year":"2016","unstructured":"Peran, Z.: Dynamic forces between the rails and the wheels of railway vehicle. PROMET - Traffic Transp. 28(1), 63\u201369 (2016)","journal-title":"PROMET - Traffic Transp."},{"key":"50_CR8","doi-asserted-by":"crossref","unstructured":"Lewis, R., Olofsson, U.: Wheel-Rail Interface Handbook. Woodhead Publishing Limited (2009)","DOI":"10.1533\/9781845696788"},{"issue":"2","key":"50_CR9","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1080\/14697688.2019.1633014","volume":"20","author":"E Sariev","year":"2019","unstructured":"Sariev, E., Germano, G.: Bayesian regularised artificial neural networks for the estimation of the probability of default. Quantit. Financ. 20(2), 311\u2013328 (2019)","journal-title":"Quantit. Financ."},{"issue":"4","key":"50_CR10","doi-asserted-by":"publisher","first-page":"1176","DOI":"10.1109\/TITS.2017.2720721","volume":"19","author":"G Krummenacher","year":"2018","unstructured":"Krummenacher, G., Ong, C.S., Koller, S., Kobayashi, S., Buhmann, J.M.: Wheel defect detection with machine learning. IEEE Trans. Intell. Transp. Syst. 19(4), 1176\u20131187 (2018)","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"issue":"1","key":"50_CR11","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1007\/s00158-019-02352-1","volume":"61","author":"MR Kianifar","year":"2019","unstructured":"Kianifar, M.R., Campean, F.: Performance evaluation of metamodelling methods for engineering problems: towards a practitioner guide. Struct. Multidiscip. Optim. 61(1), 159\u2013186 (2019). https:\/\/doi.org\/10.1007\/s00158-019-02352-1","journal-title":"Struct. Multidiscip. Optim."},{"key":"50_CR12","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1016\/j.ijmecsci.2014.05.007","volume":"85","author":"KD Vo","year":"2014","unstructured":"Vo, K.D., Tieu, A.K., Zhu, H.T., Kosasih, P.B.: A 3D dynamic model to investigate wheel-rail contact under high and low adhesion. Int. J. Mech. Sci. 85, 63\u201375 (2014)","journal-title":"Int. J. Mech. Sci."},{"key":"50_CR13","unstructured":"Network Rail, Network Statement 2019. https:\/\/www.networkrail.co.uk\/wp-content\/uploads\/2019\/03\/Network-Statement-2019.pdf. Accessed 16 June 2021"},{"key":"50_CR14","doi-asserted-by":"crossref","unstructured":"Burden, F., Winkler, D.: Bayesian regularization of neural networks. In: Livingstone, D.J. (ed.) Artificial Neural Networks. Methods in Molecular BiologyTM, vol. 458. Humana Press (2008)","DOI":"10.1007\/978-1-60327-101-1_3"},{"key":"50_CR15","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/4937.001.0001","volume-title":"Neural Smithing","author":"RD Reed","year":"1999","unstructured":"Reed, R.D.: Neural Smithing. MIT Press, Cambridge (1999)"},{"key":"50_CR16","doi-asserted-by":"crossref","unstructured":"Uzair, M., Jamil, N.: Effects of hidden layers on the efficiency of neural networks. In: IEEE 23rd International Multitopic Conference (2020)","DOI":"10.1109\/INMIC50486.2020.9318195"}],"container-title":["Advances in Intelligent Systems and Computing","Advances in Computational Intelligence Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-87094-2_50","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,17]],"date-time":"2021-11-17T07:14:45Z","timestamp":1637133285000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-87094-2_50"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,18]]},"ISBN":["9783030870935","9783030870942"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-87094-2_50","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2021,11,18]]},"assertion":[{"value":"18 November 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"UKCI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"UK Workshop on Computational Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Aberystwyth","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 September 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 September 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ukci2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ukci2021.dcs.aber.ac.uk\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}