{"id":"https://openalex.org/W4400114144","doi":"https://doi.org/10.1109/i2mtc60896.2024.10560883","title":"Leveraging Machine Learning Insights at the Hot Strip Rolling Mill, Tata Steel, Port Talbot","display_name":"Leveraging Machine Learning Insights at the Hot Strip Rolling Mill, Tata Steel, Port Talbot","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4400114144","doi":"https://doi.org/10.1109/i2mtc60896.2024.10560883"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc60896.2024.10560883","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/i2mtc60896.2024.10560883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099635793","display_name":"Robert Gibbs","orcid":null},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Robert Gibbs","raw_affiliation_strings":["Swansea University,Faculty of Science and Engineering,Swansea,UK"],"affiliations":[{"raw_affiliation_string":"Swansea University,Faculty of Science and Engineering,Swansea,UK","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090161057","display_name":"Cinzia Giannetti","orcid":"https://orcid.org/0000-0003-0339-5872"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cinzia Giannetti","raw_affiliation_strings":["Swansea University,Faculty of Science and Engineering,Swansea,UK"],"affiliations":[{"raw_affiliation_string":"Swansea University,Faculty of Science and Engineering,Swansea,UK","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099635794","display_name":"Thomas Baynes","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130793","display_name":"Tata Steel (United Kingdom)","ror":"https://ror.org/03bj8zh59","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I4210130793","https://openalex.org/I87816474"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Thomas Baynes","raw_affiliation_strings":["Hot Rolled Products Tata Steel UK Ltd,Port Talbot,UK"],"affiliations":[{"raw_affiliation_string":"Hot Rolled Products Tata Steel UK Ltd,Port Talbot,UK","institution_ids":["https://openalex.org/I4210130793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5099635795","display_name":"Cameron Pleydell-Pierce","orcid":null},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cameron Pleydell-Pierce","raw_affiliation_strings":["Swansea University,Faculty of Science and Engineering,Swansea,UK"],"affiliations":[{"raw_affiliation_string":"Swansea University,Faculty of Science and Engineering,Swansea,UK","institution_ids":["https://openalex.org/I39586589"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5099635793"],"corresponding_institution_ids":["https://openalex.org/I39586589"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09313083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11126","display_name":"Metallurgical Processes and Thermodynamics","score":0.9491000175476074,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11201","display_name":"Metallurgy and Material Forming","score":0.9459999799728394,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rolling-mill","display_name":"Rolling mill","score":0.5849184989929199},{"id":"https://openalex.org/keywords/port","display_name":"Port (circuit theory)","score":0.5222069621086121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4709428548812866},{"id":"https://openalex.org/keywords/mill","display_name":"Mill","score":0.4527084231376648},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.32832247018814087},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.32235535979270935},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2800360918045044}],"concepts":[{"id":"https://openalex.org/C2985318046","wikidata":"https://www.wikidata.org/wiki/Q452648","display_name":"Rolling mill","level":2,"score":0.5849184989929199},{"id":"https://openalex.org/C32802771","wikidata":"https://www.wikidata.org/wiki/Q2443617","display_name":"Port (circuit theory)","level":2,"score":0.5222069621086121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4709428548812866},{"id":"https://openalex.org/C16057445","wikidata":"https://www.wikidata.org/wiki/Q44494","display_name":"Mill","level":2,"score":0.4527084231376648},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.32832247018814087},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.32235535979270935},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2800360918045044}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc60896.2024.10560883","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/i2mtc60896.2024.10560883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4611317930","display_name":null,"funder_award_id":"EP/V061798/1,EP/S018107/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5677685386","display_name":null,"funder_award_id":"EP/S018107/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2027350377","https://openalex.org/W2114922184","https://openalex.org/W3088695462","https://openalex.org/W3091246668","https://openalex.org/W3170431277","https://openalex.org/W4293241509","https://openalex.org/W4323925256","https://openalex.org/W4366348831","https://openalex.org/W4383374418","https://openalex.org/W4386067141","https://openalex.org/W4387909635"],"related_works":["https://openalex.org/W2086526048","https://openalex.org/W3125216249","https://openalex.org/W4366413059","https://openalex.org/W2144839337","https://openalex.org/W4200156738","https://openalex.org/W2360239806","https://openalex.org/W2523177564","https://openalex.org/W2393040726","https://openalex.org/W2034322072","https://openalex.org/W2373552157"],"abstract_inverted_index":{"The":[0,18,119,148],"Hot":[1],"Strip":[2],"Mill":[3],"at":[4],"Tata":[5],"Steel,":[6],"Port":[7],"Talbot":[8],"is":[9,194,201,218],"a":[10,44,158],"long-established,":[11],"heavily":[12],"instrumented,":[13],"steel":[14],"strip":[15,24,31,199],"rolling":[16],"mill.":[17],"mechanical":[19],"properties":[20],"of":[21,29,59,67,71,80,125,173,197,234],"the":[22,27,30,36,41,49,57,72,81,92,101,126,151,165,169,174,179,186,190,195,198,202,230],"finished":[23],"depend":[25],"on":[26,87],"cooling":[28,74,152],"as":[32,157],"it":[33,193],"passes":[34],"along":[35],"run-out":[37],"table,":[38],"decided":[39,188],"before":[40],"coil-run":[42],"from":[43,91,100],"physics-based":[45],"simulation.":[46],"Working":[47],"with":[48],"MATLAB":[50],"machine":[51],"learning":[52],"toolbox,":[53],"this":[54],"investigation":[55],"details":[56],"process":[58,136,161,191],"developing":[60],"an":[61],"accurate":[62],"(best":[63],"final":[64,76],"Pearson":[65],"Coefficient":[66],"0.8780)":[68],"data-driven":[69,96],"prediction":[70],"two-phase":[73,159],"to":[75,132,185,223],"Coiling":[77],"Temperature,":[78],"independent":[79],"physical":[82,181],"model.":[83,182],"Though":[84],"ultimately":[85],"trained":[86],"practical":[88],"events":[89],"resulting":[90],"physics-driven":[93],"control":[94],"system,":[95],"insights":[97,114,120],"are":[98],"isolated":[99],"direct":[102],"assumptions":[103,166],"made":[104,167],"within":[105],"that":[106,150,200],"existing":[107],"simulation":[108],"\u2013":[109],"thus":[110],"affirming":[111],"or":[112],"providing":[113],"into":[115],"those":[116],"established":[117],"assumptions.":[118],"gained":[121],"inform":[122],"new":[123,235],"visualizations":[124],"complex":[127],"datasets,":[128],"for":[129,164,215],"clearer":[130],"illustration":[131],"industrial":[133],"partners":[134],"and":[135,138,171,220,229],"experts":[137],"highlight":[139],"where":[140],"further":[141,225],"instrumentation":[142],"would":[143],"be":[144,155],"most":[145,203,231],"usefully":[146],"invested.":[147],"finding":[149],"profile":[153],"can":[154],"approximated":[156],"linear":[160],"has":[162],"implications":[163],"about":[168],"completeness":[170],"location":[172],"metallurgical":[175],"transition":[176],"point":[177],"in":[178],"current":[180],"In":[183],"addition":[184],"parameters":[187],"by":[189,211],"model,":[192],"gauge":[196,212],"important":[204],"intrinsic":[205],"factor":[206],"affecting":[207],"coiling":[208],"temperature.":[209],"Labelling":[210],"highlights":[213],"coils":[214],"which":[216],"CT":[217],"over":[219],"under":[221],"predicted,":[222],"aid":[224],"root":[226],"cause":[227],"analysis":[228],"efficient":[232],"deployment":[233],"instrumentation.":[236]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
