{"id":"https://openalex.org/W2886371160","doi":"https://doi.org/10.1109/ice.2018.8436307","title":"An Industry 4.0-Enabled Low Cost Predictive Maintenance Approach for SMEs","display_name":"An Industry 4.0-Enabled Low Cost Predictive Maintenance Approach for SMEs","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2886371160","doi":"https://doi.org/10.1109/ice.2018.8436307","mag":"2886371160"},"language":"en","primary_location":{"id":"doi:10.1109/ice.2018.8436307","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ice.2018.8436307","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.lib.cranfield.ac.uk/handle/1826/14010","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043767216","display_name":"Erim Sezer","orcid":null},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Erim Sezer","raw_affiliation_strings":["Tecnol\u00f3gico de Monterrey, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico de Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032608896","display_name":"David Romero","orcid":"https://orcid.org/0000-0003-3610-0751"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"David Romero","raw_affiliation_strings":["Tecnol\u00f3gico de Monterrey, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico de Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045145845","display_name":"Federico Guedea-Elizalde","orcid":"https://orcid.org/0000-0001-7959-0573"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Federico Guedea","raw_affiliation_strings":["Tecnol\u00f3gico de Monterrey, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico de Monterrey, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009288056","display_name":"Marco Macchi","orcid":"https://orcid.org/0000-0003-3078-6051"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Macchi","raw_affiliation_strings":["Politecnico di Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005647074","display_name":"Christos Emmanouilidis","orcid":"https://orcid.org/0000-0003-4335-6915"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christos Emmanouilidis","raw_affiliation_strings":["Cranfield University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cranfield University, UK","institution_ids":["https://openalex.org/I82284825"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043767216"],"corresponding_institution_ids":["https://openalex.org/I98461037"],"apc_list":null,"apc_paid":null,"fwci":7.8184,"has_fulltext":false,"cited_by_count":123,"citation_normalized_percentile":{"value":0.97698369,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11159","display_name":"Manufacturing Process and Optimization","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/machining","display_name":"Machining","score":0.8401614427566528},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.6957350969314575},{"id":"https://openalex.org/keywords/surface-roughness","display_name":"Surface roughness","score":0.6173657178878784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5464304089546204},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48758500814437866},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4814588129520416},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4745534062385559},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.45825234055519104},{"id":"https://openalex.org/keywords/surface-finish","display_name":"Surface finish","score":0.43644681572914124},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4295915365219116},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.42799079418182373},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4204620122909546},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4101705849170685},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.38357028365135193},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.33917689323425293},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2577209174633026},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20166808366775513},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.11693248152732849},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09439128637313843}],"concepts":[{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.8401614427566528},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.6957350969314575},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.6173657178878784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5464304089546204},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48758500814437866},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4814588129520416},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4745534062385559},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.45825234055519104},{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.43644681572914124},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4295915365219116},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.42799079418182373},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4204620122909546},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4101705849170685},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.38357028365135193},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.33917689323425293},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2577209174633026},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20166808366775513},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.11693248152732849},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09439128637313843},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ice.2018.8436307","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ice.2018.8436307","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.lib.cranfield.ac.uk:1826/14010","is_oa":true,"landing_page_url":"https://dspace.lib.cranfield.ac.uk/handle/1826/14010","pdf_url":null,"source":{"id":"https://openalex.org/S4306401778","display_name":"CERES (Cranfield University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82284825","host_organization_name":"Cranfield University","host_organization_lineage":["https://openalex.org/I82284825"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},{"id":"pmh:oai:re.public.polimi.it:11311/1080642","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/1080642","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:dspace.lib.cranfield.ac.uk:1826/14010","is_oa":true,"landing_page_url":"https://dspace.lib.cranfield.ac.uk/handle/1826/14010","pdf_url":null,"source":{"id":"https://openalex.org/S4306401778","display_name":"CERES (Cranfield University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82284825","host_organization_name":"Cranfield University","host_organization_lineage":["https://openalex.org/I82284825"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6800000071525574,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W125050636","https://openalex.org/W1474208048","https://openalex.org/W1845903142","https://openalex.org/W1976803645","https://openalex.org/W1977174340","https://openalex.org/W1978918209","https://openalex.org/W1990834429","https://openalex.org/W1999393241","https://openalex.org/W2007148346","https://openalex.org/W2024526154","https://openalex.org/W2025782327","https://openalex.org/W2033415970","https://openalex.org/W2045186954","https://openalex.org/W2053903789","https://openalex.org/W2055834742","https://openalex.org/W2056503841","https://openalex.org/W2072525556","https://openalex.org/W2087621891","https://openalex.org/W2088903319","https://openalex.org/W2093258526","https://openalex.org/W2095180434","https://openalex.org/W2097279435","https://openalex.org/W2104341375","https://openalex.org/W2107077827","https://openalex.org/W2108958746","https://openalex.org/W2113915486","https://openalex.org/W2120796331","https://openalex.org/W2126623642","https://openalex.org/W2141703851","https://openalex.org/W2168949990","https://openalex.org/W2193282862","https://openalex.org/W2269884114","https://openalex.org/W2345553693","https://openalex.org/W2346122657","https://openalex.org/W2766196346","https://openalex.org/W3141155221","https://openalex.org/W6605006913","https://openalex.org/W6658724354"],"related_works":["https://openalex.org/W2803338891","https://openalex.org/W2043267898","https://openalex.org/W2112229447","https://openalex.org/W2036155574","https://openalex.org/W2063119839","https://openalex.org/W2951640941","https://openalex.org/W2053955898","https://openalex.org/W2975110486","https://openalex.org/W591863984","https://openalex.org/W2355268135"],"abstract_inverted_index":{"This":[0],"paper":[1],"outlines":[2],"the":[3,47,67,81],"base":[4],"concepts,":[5],"materials":[6],"and":[7,49,72,102],"methods":[8],"used":[9],"to":[10,25],"develop":[11],"an":[12],"Industry":[13],"4.0":[14],"architecture":[15,44],"focused":[16],"on":[17,22,87,96],"predictive":[18,114],"maintenance,":[19],"while":[20,62],"relying":[21],"low-cost":[23],"principles":[24],"be":[26],"affordable":[27],"by":[28],"Small":[29],"Manufacturing":[30],"Enterprises.":[31],"The":[32],"result":[33],"of":[34,52,83,108],"this":[35],"research":[36],"work":[37],"was":[38],"a":[39,53,57,88],"low-cost,":[40],"easy-to-develop":[41],"cyber-physical":[42],"system":[43],"that":[45],"measures":[46],"temperature":[48,97],"vibration":[50,99],"variables":[51],"machining":[54,100],"process":[55],"in":[56,66],"Haas":[58],"CNC":[59],"turning":[60],"centre,":[61],"storing":[63],"such":[64],"data":[65,101],"cloud":[68],"where":[69],"Recursive":[70],"Partitioning":[71],"Regression":[73],"Tree":[74],"model":[75],"technique":[76],"is":[77,93],"run":[78],"for":[79],"predicting":[80],"rejection":[82],"machined":[84,110],"parts":[85],"based":[86,95],"quality":[89,92],"threshold.":[90],"Machining":[91],"predicted":[94],"and/or":[98],"evaluated":[103],"against":[104],"average":[105],"surface":[106],"roughness":[107],"each":[109],"part,":[111],"demonstrating":[112],"promising":[113],"accuracy.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":4}],"updated_date":"2026-04-27T08:22:11.395708","created_date":"2025-10-10T00:00:00"}
