{"id":"https://openalex.org/W1505004680","doi":"https://doi.org/10.1108/imds-03-2015-0071","title":"A proactive decision making framework for condition-based maintenance","display_name":"A proactive decision making framework for condition-based maintenance","publication_year":2015,"publication_date":"2015-07-28","ids":{"openalex":"https://openalex.org/W1505004680","doi":"https://doi.org/10.1108/imds-03-2015-0071","mag":"1505004680"},"language":"en","primary_location":{"id":"doi:10.1108/imds-03-2015-0071","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-03-2015-0071","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management & Data Systems","raw_type":"journal-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/A5083828292","display_name":"Alexandros Bousdekis","orcid":"https://orcid.org/0000-0003-4439-303X"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I4210144519","display_name":"Institute of Communication and Computer Systems","ror":"https://ror.org/0483fn738","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210144519"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alexandros Bousdekis","raw_affiliation_strings":["Information Management Unit, Institute of Communications and Computer Systems (ICCS), National Technical University of Athens, Athens, Greece","(Information Management Unit, Institute of Communications and Computer Systems (ICCS), National Technical University of Athens, Athens, Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Management Unit, Institute of Communications and Computer Systems (ICCS), National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059","https://openalex.org/I4210144519"]},{"raw_affiliation_string":"(Information Management Unit, Institute of Communications and Computer Systems (ICCS), National Technical University of Athens, Athens, Greece)","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052102989","display_name":"Babis Magoutas","orcid":"https://orcid.org/0000-0003-2988-341X"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I4210144519","display_name":"Institute of Communication and Computer Systems","ror":"https://ror.org/0483fn738","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210144519"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Babis Magoutas","raw_affiliation_strings":["Information Management Unit, Institute of Communications and Computer Systems (ICCS), National Technical University of Athens, Athens, Greece","(Information Management Unit, Institute of Communications and Computer Systems (ICCS), National Technical University of Athens, Athens, Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Management Unit, Institute of Communications and Computer Systems (ICCS), National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059","https://openalex.org/I4210144519"]},{"raw_affiliation_string":"(Information Management Unit, Institute of Communications and Computer Systems (ICCS), National Technical University of Athens, Athens, Greece)","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069771856","display_name":"Dimitris Apostolou","orcid":"https://orcid.org/0000-0002-5815-8033"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Apostolou","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece","[Dept. of Informatics, University of Piraeus, Piraeus, Greece]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]},{"raw_affiliation_string":"[Dept. of Informatics, University of Piraeus, Piraeus, Greece]","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050638604","display_name":"Gregoris Mentzas","orcid":"https://orcid.org/0000-0002-3305-3796"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Gregoris Mentzas","raw_affiliation_strings":["Information Management Unit, Institute of Communications and Computer Systems, National Technical University of Athens, Athens, Greece","(Information Management Unit, Institute of Communications and Computer Systems, National Technical University of Athens, Athens, Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Management Unit, Institute of Communications and Computer Systems, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"(Information Management Unit, Institute of Communications and Computer Systems, National Technical University of Athens, Athens, Greece)","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.7133,"has_fulltext":false,"cited_by_count":100,"citation_normalized_percentile":{"value":0.97135853,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"115","issue":"7","first_page":"1225","last_page":"1250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.4921000003814697,"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"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.4921000003814697,"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"}},{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.4415000081062317,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T13293","display_name":"Engineering and Test Systems","score":0.015699999406933784,"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/proactivity","display_name":"Proactivity","score":0.8064340353012085},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.572497546672821},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5323386788368225},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5168207287788391},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.49421051144599915},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4803965389728546},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.47074776887893677},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3978077173233032},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3492082357406616},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3483285903930664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21368789672851562}],"concepts":[{"id":"https://openalex.org/C142944206","wikidata":"https://www.wikidata.org/wiki/Q1786137","display_name":"Proactivity","level":2,"score":0.8064340353012085},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.572497546672821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5323386788368225},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5168207287788391},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.49421051144599915},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4803965389728546},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.47074776887893677},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3978077173233032},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3492082357406616},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3483285903930664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21368789672851562},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/imds-03-2015-0071","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-03-2015-0071","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management & Data Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W94822981","https://openalex.org/W1521943487","https://openalex.org/W1967184264","https://openalex.org/W1971164561","https://openalex.org/W1978918209","https://openalex.org/W1979249790","https://openalex.org/W1982275278","https://openalex.org/W1986052273","https://openalex.org/W1987011871","https://openalex.org/W1991263951","https://openalex.org/W1992965417","https://openalex.org/W1998813062","https://openalex.org/W2003395878","https://openalex.org/W2003484186","https://openalex.org/W2006735519","https://openalex.org/W2009242283","https://openalex.org/W2012369294","https://openalex.org/W2016575485","https://openalex.org/W2021690815","https://openalex.org/W2023103854","https://openalex.org/W2023970592","https://openalex.org/W2024526154","https://openalex.org/W2026536622","https://openalex.org/W2039669235","https://openalex.org/W2041403689","https://openalex.org/W2044749575","https://openalex.org/W2045186954","https://openalex.org/W2088946581","https://openalex.org/W2093258526","https://openalex.org/W2093559632","https://openalex.org/W2095180434","https://openalex.org/W2104341375","https://openalex.org/W2108340621","https://openalex.org/W2111038504","https://openalex.org/W2123924019","https://openalex.org/W2130499062","https://openalex.org/W2135479611","https://openalex.org/W2136774956","https://openalex.org/W2139177900","https://openalex.org/W2141758575","https://openalex.org/W2142564026","https://openalex.org/W2143171572","https://openalex.org/W2143615450","https://openalex.org/W2143630584","https://openalex.org/W2144815611","https://openalex.org/W2146465930","https://openalex.org/W2148848813","https://openalex.org/W2151429463","https://openalex.org/W2152270473","https://openalex.org/W2154660294","https://openalex.org/W2155867868","https://openalex.org/W2171037402","https://openalex.org/W2181827333","https://openalex.org/W2199810579","https://openalex.org/W2239363972","https://openalex.org/W2310466376","https://openalex.org/W2344682344","https://openalex.org/W2400411252","https://openalex.org/W2477139223","https://openalex.org/W2488793338","https://openalex.org/W2495725676","https://openalex.org/W2741418469","https://openalex.org/W2889596603","https://openalex.org/W3000584782","https://openalex.org/W6603884879","https://openalex.org/W6741704938","https://openalex.org/W6772617711"],"related_works":["https://openalex.org/W3184903829","https://openalex.org/W2078272473","https://openalex.org/W2167876054","https://openalex.org/W2042646382","https://openalex.org/W3007064916","https://openalex.org/W180597667","https://openalex.org/W3596884","https://openalex.org/W2740843852","https://openalex.org/W2193177468","https://openalex.org/W4242730076"],"abstract_inverted_index":{"Purpose":[0],"\u2013":[1,56,150,216,275],"The":[2,217,246,276],"purpose":[3],"of":[4,17,53,66,88,109,117,145,198,209,240,254,271,278,293,302],"this":[5,283],"paper":[6,40,69,218,284],"is":[7,102,119,147,162,169,183,191],"to":[8,100,195,229,259],"perform":[9],"an":[10,105],"extensive":[11,106],"literature":[12,107],"review":[13,108],"in":[14,50,82,142,164,185,257,282,299],"the":[15,39,51,59,63,68,71,83,86,114,143,152,159,165,174,178,196,225,238,269,279,286,289,300],"area":[16],"decision":[18,48,92,125,140,157,179,189,272],"making":[19,49,93,141],"for":[20,27,46,113,122,138,155,222,232,288],"condition-based":[21],"maintenance":[22,252],"(CBM)":[23],"and":[24,62,74,91,96,111,124,131,135,177,207,291],"identify":[25],"possibilities":[26],"proactive":[28,47,139,156,233,294],"online":[29],"recommendations":[30,199,234,241],"by":[31,251,262],"considering":[32],"real-time":[33,264],"sensor":[34,265],"data.":[35],"Based":[36,127],"on":[37,128,268],"these,":[38,129],"aims":[41],"at":[42],"proposing":[43],"a":[44,136,186,220,255],"framework":[45,137,154,221,247],"context":[52,144,301],"CBM.":[54],"Design/methodology/approach":[55],"Starting":[57],"with":[58],"manufacturing":[60],"challenges":[61],"main":[64,72],"principles":[65],"maintenance,":[67],"reviews":[70],"frameworks":[73],"concepts":[75],"regarding":[76],"CBM":[77,101,118,146,160,223,261],"that":[78,167,188,200,227,242],"have":[79],"been":[80],"proposed":[81,153],"literature.":[84],"Moreover,":[85,181,204],"terms":[87],"e-maintenance,":[89],"proactivity":[90],"are":[94,133,212],"analysed":[95],"their":[97],"potential":[98],"relevance":[99],"identified.":[103,213],"Then,":[104],"methods":[110],"techniques":[112],"various":[115],"steps":[116,226],"provided,":[120],"especially":[121],"prognosis":[123],"support.":[126],"limitations":[130],"gaps":[132],"identified":[134],"proposed.":[148],"Findings":[149],"In":[151],"making,":[158],"concept":[161],"enriched":[163],"sense":[166],"it":[168,182],"structured":[170],"into":[171],"two":[172],"components:":[173],"information":[175],"space":[176,190],"space.":[180],"extended":[184],"way":[187],"further":[192],"analyzed":[193],"according":[194],"types":[197,239],"can":[201,243,248],"be":[202,230,244,249],"provided.":[203],"possible":[205],"inputs":[206],"outputs":[208],"each":[210],"step":[211],"Practical":[214],"implications":[215],"provides":[219],"representing":[224],"need":[228],"followed":[231],"as":[235,237],"well":[236],"given.":[245],"used":[250],"management":[253],"company":[256],"order":[258],"conduct":[260],"utilizing":[263],"data":[266],"depending":[267],"type":[270],"required.":[273],"Originality/value":[274],"results":[277],"work":[280],"presented":[281],"form":[285],"basis":[287],"development":[290],"implementation":[292],"Decision":[295],"Support":[296],"System":[297],"(DSS)":[298],"maintenance.":[303]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}