{"id":"https://openalex.org/W4381848248","doi":"https://doi.org/10.3390/su15107974","title":"Towards the Application of Process Mining in the Mining Industry\u2014An LHD Maintenance Process Optimization Case Study","display_name":"Towards the Application of Process Mining in the Mining Industry\u2014An LHD Maintenance Process Optimization Case Study","publication_year":2023,"publication_date":"2023-05-13","ids":{"openalex":"https://openalex.org/W4381848248","doi":"https://doi.org/10.3390/su15107974"},"language":"en","primary_location":{"id":"doi:10.3390/su15107974","doi":"https://doi.org/10.3390/su15107974","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su15107974","pdf_url":"https://www.mdpi.com/2071-1050/15/10/7974/pdf?version=1683968459","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2071-1050/15/10/7974/pdf?version=1683968459","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Nicolas Velasquez","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162148367","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511","country_code":"CL","type":"education","lineage":["https://openalex.org/I162148367"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Nicolas Velasquez","raw_affiliation_strings":["Department of Mining Engineering, Pontificia Universidad Cat\u00f3lica de Chile, Santiago 8320000, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mining Engineering, Pontificia Universidad Cat\u00f3lica de Chile, Santiago 8320000, Chile","institution_ids":["https://openalex.org/I162148367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071056385","display_name":"Angelina Anani","orcid":"https://orcid.org/0000-0001-9125-6877","observed_orcids":["https://orcid.org/0000-0001-9125-6877"]},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Angelina Anani","raw_affiliation_strings":["Department of Mining and Geological Engineering, The University of Arizona, Tucson, AZ 85719, USA"],"raw_orcid":"https://orcid.org/0000-0001-9125-6877","affiliations":[{"raw_affiliation_string":"Department of Mining and Geological Engineering, The University of Arizona, Tucson, AZ 85719, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013269574","display_name":"Jorge Mu\u00f1oz-Gama","orcid":"https://orcid.org/0000-0002-6908-3911","observed_orcids":["https://orcid.org/0000-0002-6908-3911"]},"institutions":[{"id":"https://openalex.org/I162148367","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511","country_code":"CL","type":"education","lineage":["https://openalex.org/I162148367"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Jorge Munoz-Gama","raw_affiliation_strings":["Department of Computer Science, Pontificia Universidad Cat\u00f3lica de Chile, Santiago 8320000, Chile"],"raw_orcid":"https://orcid.org/0000-0002-6908-3911","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Pontificia Universidad Cat\u00f3lica de Chile, Santiago 8320000, Chile","institution_ids":["https://openalex.org/I162148367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038246428","display_name":"Rodrigo Pascual","orcid":"https://orcid.org/0000-0001-7991-7652","observed_orcids":["https://orcid.org/0000-0001-7991-7652"]},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Rodrigo Pascual","raw_affiliation_strings":["Centre for Advanced Asset Analytics, Mechanical Engineering, Universidad de Chile, Santiago 8320000, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Advanced Asset Analytics, Mechanical Engineering, Universidad de Chile, Santiago 8320000, Chile","institution_ids":["https://openalex.org/I69737025"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071056385"],"corresponding_institution_ids":["https://openalex.org/I138006243"],"apc_list":{"value":2200,"currency":"CHF","value_usd":2447},"apc_paid":{"value":2200,"currency":"CHF","value_usd":2447},"fwci":4.0248,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.93595599,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"15","issue":"10","first_page":"7974","last_page":"7974"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13857","display_name":"Mining and Industrial Processes","score":0.003599999938160181,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13065","display_name":"Mining Techniques and Economics","score":0.0020000000949949026,"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-mining","display_name":"process mining","score":0.9990000128746033},{"id":"https://openalex.org/keywords/maintenance-process-optimization","display_name":"maintenance process optimization","score":0.8730000257492065},{"id":"https://openalex.org/keywords/event-logs","display_name":"event logs","score":0.6069999933242798},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"discrete event simulation","score":0.8669999837875366},{"id":"https://openalex.org/keywords/block-caving","display_name":"block caving","score":0.6050000190734863},{"id":"https://openalex.org/keywords/underground-mining","display_name":"underground mining","score":0.9150000214576721},{"id":"https://openalex.org/keywords/process-bottlenecks","display_name":"process bottlenecks","score":0.6869999766349792},{"id":"https://openalex.org/keywords/non-production-costs","display_name":"non-production costs","score":0.5799999833106995},{"id":"https://openalex.org/keywords/machine-downtime","display_name":"machine downtime","score":0.48100000619888306}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.763080358505249},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.7323761582374573},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5821224451065063},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.502872884273529},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.47947558760643005},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4357205033302307},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4106311798095703},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.4021680951118469},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3957960605621338},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.33174484968185425},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.17441317439079285},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.16358289122581482},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.09379163384437561},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0789351761341095},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/su15107974","doi":"https://doi.org/10.3390/su15107974","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su15107974","pdf_url":"https://www.mdpi.com/2071-1050/15/10/7974/pdf?version=1683968459","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},{"id":"pmh:oai:repository.arizona.edu:10150/673872","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10150/673872","pdf_url":"https://repository.arizona.edu/bitstream/10150/673872/1/sustainability-15-07974.pdf","source":{"id":"https://openalex.org/S4306400271","display_name":"UA Campus Repository (The University of Arizona)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I138006243","host_organization_name":"University of Arizona","host_organization_lineage":["https://openalex.org/I138006243"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sustainability (Switzerland)","raw_type":"Article"},{"id":"pmh:oai:RePEc:gam:jsusta:v:15:y:2023:i:10:p:7974-:d:1146271","doi":null,"is_oa":false,"landing_page_url":"https://www.mdpi.com/2071-1050/15/10/7974/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:repositorio.uchile.cl:2250/212502","doi":null,"is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/212502","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sustainability","raw_type":"Art\u00edculo de revista"}],"best_oa_location":{"id":"doi:10.3390/su15107974","doi":"https://doi.org/10.3390/su15107974","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su15107974","pdf_url":"https://www.mdpi.com/2071-1050/15/10/7974/pdf?version=1683968459","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.7811999917030334},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.7207000255584717}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381848248.pdf","grobid_xml":"https://content.openalex.org/works/W4381848248.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W13901194","https://openalex.org/W142928373","https://openalex.org/W2044049559","https://openalex.org/W2100360910","https://openalex.org/W2279642500","https://openalex.org/W2336445786","https://openalex.org/W2404054407","https://openalex.org/W2515521774","https://openalex.org/W2775609187","https://openalex.org/W2790683515","https://openalex.org/W2884968610","https://openalex.org/W2885386218","https://openalex.org/W2896744589","https://openalex.org/W2899840054","https://openalex.org/W2988496640","https://openalex.org/W2997575827","https://openalex.org/W3003245753","https://openalex.org/W3003380671","https://openalex.org/W3005116006","https://openalex.org/W3044215665","https://openalex.org/W3094554664","https://openalex.org/W3111942555","https://openalex.org/W3163345562","https://openalex.org/W3206644879","https://openalex.org/W3206727084","https://openalex.org/W4243932450","https://openalex.org/W4281885274","https://openalex.org/W7046200795"],"related_works":["https://openalex.org/W3005116006","https://openalex.org/W7052089819","https://openalex.org/W4385934079","https://openalex.org/W2964647342","https://openalex.org/W2624722183","https://openalex.org/W3012761781","https://openalex.org/W4324132807","https://openalex.org/W4391147931","https://openalex.org/W3047751369","https://openalex.org/W2990658690"],"abstract_inverted_index":{"Inefficiencies":[0],"in":[1,7,113,162,167],"mine":[2,13,50,118],"equipment":[3,51,137,169],"maintenance":[4,52,89,111,130,158,170],"processes":[5,53],"result":[6],"high":[8],"operation":[9],"costs":[10],"and":[11,73,99,160,165],"reduce":[12],"sustainability.":[14],"However,":[15],"current":[16],"methods":[17],"for":[18,49,77],"process":[19,40,80,90,102,104,112,131,159],"optimization":[20],"are":[21,67],"limited":[22],"due":[23],"to":[24,29,35,46,91,121],"a":[25,61,78,84,133,143,153],"lack":[26],"of":[27,87,109,127,135,146,156],"access":[28],"structured":[30],"data.":[31,56],"This":[32,57],"research":[33],"aims":[34],"test":[36],"the":[37,88,101,110,128,157,168],"hypothesis":[38],"that":[39],"mining":[41,151],"techniques":[42],"can":[43],"be":[44],"used":[45,74,120],"optimize":[47],"workflow":[48],"using":[54],"low-level":[55,65,97],"is":[58,119],"achieved":[59],"through":[60],"process-oriented":[62],"analysis":[63],"where":[64],"data":[66,98],"processed":[68],"as":[69,75],"an":[70,93,114],"event":[71,94],"log":[72,95],"input":[76],"developed":[79],"model.":[81],"We":[82],"present":[83],"Discrete-Event":[85],"Simulation":[86],"generate":[92],"from":[96],"analyze":[100],"with":[103,142],"mining.":[105],"A":[106],"case":[107],"study":[108],"underground":[115],"block":[116],"caving":[117],"gain":[122],"operational":[123],"insight.":[124],"The":[125],"diagnosis":[126],"mine\u2019s":[129],"showed":[132],"loss":[134],"23,800":[136],"operating":[138],"hours":[139],"per":[140],"year,":[141],"non-production":[144],"cost":[145],"about":[147],"1.12":[148],"MUSD/year.":[149],"Process":[150],"obtained":[152],"non-biased":[154],"representation":[155],"aided":[161],"identifying":[163],"bottlenecks":[164],"inefficiencies":[166],"processes.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-06-25T00:00:00"}
