{"id":"https://openalex.org/W2588773187","doi":"https://doi.org/10.1109/ssci.2016.7849990","title":"Development of industrial process characterisation through data analysis","display_name":"Development of industrial process characterisation through data analysis","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2588773187","doi":"https://doi.org/10.1109/ssci.2016.7849990","mag":"2588773187"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2016.7849990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2016.7849990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5061577011","display_name":"Aleksandar Josifovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Aleksandar Josifovic","raw_affiliation_strings":["Design, Manufacture and Engineering Management, University of Strathclyde, Glasgow"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Design, Manufacture and Engineering Management, University of Strathclyde, Glasgow","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050139944","display_name":"Jonathan Corney","orcid":"https://orcid.org/0000-0003-1210-3827"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jonathan Corney","raw_affiliation_strings":["Design, Manufacture and Engineering Management, University of Strathclyde, Glasgow"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Design, Manufacture and Engineering Management, University of Strathclyde, Glasgow","institution_ids":["https://openalex.org/I181647926"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181647926"],"apc_list":null,"apc_paid":null,"fwci":0.551,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64897075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"18","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13050","display_name":"Oil and Gas Production Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10876","display_name":"Fault Detection and Control Systems","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/process","display_name":"Process (computing)","score":0.7191005349159241},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6523175239562988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6034049987792969},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.5852655172348022},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.48284512758255005},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.47017163038253784},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.46727004647254944},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.42934364080429077},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.41675469279289246},{"id":"https://openalex.org/keywords/hydraulic-fracturing","display_name":"Hydraulic fracturing","score":0.41241875290870667},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3460162878036499},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3274298906326294},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29970335960388184},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.15448060631752014},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12045362591743469}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.7191005349159241},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6523175239562988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6034049987792969},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.5852655172348022},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.48284512758255005},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.47017163038253784},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.46727004647254944},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.42934364080429077},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.41675469279289246},{"id":"https://openalex.org/C2779096232","wikidata":"https://www.wikidata.org/wiki/Q890794","display_name":"Hydraulic fracturing","level":2,"score":0.41241875290870667},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3460162878036499},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3274298906326294},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29970335960388184},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.15448060631752014},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12045362591743469},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ssci.2016.7849990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2016.7849990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:strathprints.strath.ac.uk:61597","is_oa":false,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/875150.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Book Section"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1555368087","https://openalex.org/W1670925118","https://openalex.org/W2017328251","https://openalex.org/W2080303882","https://openalex.org/W2086583262","https://openalex.org/W2086883916","https://openalex.org/W2094767910","https://openalex.org/W2135658380","https://openalex.org/W2218469698","https://openalex.org/W2765600188","https://openalex.org/W6745262426"],"related_works":["https://openalex.org/W2980694549","https://openalex.org/W4399671601","https://openalex.org/W1992962589","https://openalex.org/W3032871857","https://openalex.org/W1743191351","https://openalex.org/W3104633800","https://openalex.org/W3023567978","https://openalex.org/W3044778482","https://openalex.org/W3040494141","https://openalex.org/W2385027822"],"abstract_inverted_index":{"Recently":[0],"the":[1,26,37,49,52,55,61,86,113],"world":[2,19],"has":[3],"seen":[4],"an":[5,70],"explosion":[6],"of":[7,28,39,51,63,81,92,120],"available":[8],"data,":[9],"gathered":[10],"from":[11,22,123],"sensors,":[12],"experiments":[13],"and":[14,68,89,141],"direct":[15],"measurements.":[16],"The":[17,134,159],"engineering":[18],"is":[20,46,130],"shifting":[21],"model-centred":[23],"simulations":[24],"to":[25,100],"exploitation":[27],"large":[29],"datasets":[30],"for":[31,48,65,79,132,154,166],"insights":[32],"into":[33,60],"machine":[34],"behaviour.":[35],"In":[36],"case":[38,117],"optimisation,":[40],"where":[41],"usually":[42],"a":[43,76,102,107,116,124,155,163],"simulation":[44],"model":[45],"provided":[47],"exploration":[50],"parameter":[53],"space,":[54],"new":[56],"data-driven":[57],"approach":[58],"translates":[59],"use":[62],"data":[64,84,96,122,139],"quantifying":[66],"problems":[67],"delivering":[69],"optimal":[71],"solution.":[72],"This":[73],"paper":[74,135,160],"presents":[75],"methodology":[77],"developed":[78],"interpretation":[80],"condition":[82],"monitoring":[83],"in":[85,106,150],"design":[87],"process":[88,108,115,169],"site":[90,129],"characterisation":[91],"hydraulic":[93,127],"fracturing.":[94],"Field":[95],"samples":[97],"were":[98],"processed":[99],"construct":[101],"nominal":[103],"operating":[104,152],"regime":[105],"pumping":[109],"system.":[110],"After":[111],"describing":[112],"generic":[114],"study":[118],"implementation":[119],"field":[121],"North":[125],"American":[126],"fracturing":[128],"presented":[131],"illustration.":[133],"summarises":[136],"sensor":[137],"installation,":[138],"acquisition":[140],"cloud-based":[142],"pre-processing.":[143],"Consequent":[144],"analysis":[145],"demonstrates":[146],"expected":[147],"operational":[148],"output":[149],"normal":[151],"conditions":[153],"specified":[156],"geological":[157],"terrain.":[158],"concludes":[161],"with":[162],"base-case":[164],"scenario":[165],"PD":[167],"pump's":[168],"output.":[170]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
