{"id":"https://openalex.org/W2786144212","doi":"https://doi.org/10.1109/ice.2017.8280060","title":"PREMIuM: Big data platform for enabling self-healing manufacturing","display_name":"PREMIuM: Big data platform for enabling self-healing manufacturing","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2786144212","doi":"https://doi.org/10.1109/ice.2017.8280060","mag":"2786144212"},"language":"en","primary_location":{"id":"doi:10.1109/ice.2017.8280060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ice.2017.8280060","pdf_url":null,"source":{"id":"https://openalex.org/S4306498191","display_name":"2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)","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/A5110178879","display_name":"Ljiljana Stojanovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ljiljana Stojanovic","raw_affiliation_strings":["Fraunhofer IOSB Karlsruhe, Germany","Fraunhofer IOSB, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IOSB Karlsruhe, Germany","institution_ids":["https://openalex.org/I4210111500"]},{"raw_affiliation_string":"Fraunhofer IOSB, Karlsruhe, Germany","institution_ids":["https://openalex.org/I4210111500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082959906","display_name":"Nenad Stojanovi\u0107","orcid":"https://orcid.org/0000-0001-9328-5348"},"institutions":[{"id":"https://openalex.org/I4210136901","display_name":"Nissatech Innovation Centre (Serbia)","ror":"https://ror.org/04a007b13","country_code":"RS","type":"company","lineage":["https://openalex.org/I4210136901"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nenad Stojanovic","raw_affiliation_strings":["Nissatech Innovation Centre Nis, Serbia","Nissatech Innovation Centre, Nis, Serbia"],"affiliations":[{"raw_affiliation_string":"Nissatech Innovation Centre Nis, Serbia","institution_ids":["https://openalex.org/I4210136901"]},{"raw_affiliation_string":"Nissatech Innovation Centre, Nis, Serbia","institution_ids":["https://openalex.org/I4210136901"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5110178879"],"corresponding_institution_ids":["https://openalex.org/I4210111500"],"apc_list":null,"apc_paid":null,"fwci":2.3532,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88937568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"84","issue":null,"first_page":"1501","last_page":"1508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9861000180244446,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9861000180244446,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9830999970436096,"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":0.9513000249862671,"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/big-data","display_name":"Big data","score":0.7508738040924072},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.679564893245697},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6513186693191528},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5804839730262756},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5007271766662598},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4911627471446991},{"id":"https://openalex.org/keywords/manufacturing","display_name":"Manufacturing","score":0.47702786326408386},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4336521327495575},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.42241156101226807},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.41021788120269775},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3698952794075012},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21770131587982178},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12125334143638611},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.1144719123840332},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10263296961784363}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7508738040924072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.679564893245697},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6513186693191528},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5804839730262756},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5007271766662598},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4911627471446991},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.47702786326408386},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4336521327495575},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.42241156101226807},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.41021788120269775},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3698952794075012},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21770131587982178},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12125334143638611},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.1144719123840332},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10263296961784363},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ice.2017.8280060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ice.2017.8280060","pdf_url":null,"source":{"id":"https://openalex.org/S4306498191","display_name":"2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-487543","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-487543.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IOSB","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/400075","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/400075","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1951204351","https://openalex.org/W2007556941","https://openalex.org/W2076758681","https://openalex.org/W2097627964","https://openalex.org/W2114190314","https://openalex.org/W2200272797","https://openalex.org/W2323478847","https://openalex.org/W2396381190","https://openalex.org/W2480490858","https://openalex.org/W2507875262","https://openalex.org/W2583978878","https://openalex.org/W4232280332"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W2911648135","https://openalex.org/W3092201768","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110","https://openalex.org/W2796632413"],"abstract_inverted_index":{"The":[0,96,111],"role":[1],"of":[2,16,75,102],"big":[3,122],"data":[4,123,132],"analytics":[5,133],"in":[6,13,89,125],"modern":[7],"manufacturing":[8,39,77],"has":[9],"been":[10],"proven,":[11],"esp.":[12],"the":[14,57,64,84,87,99,103,121],"area":[15],"improving":[17],"process":[18,33],"efficiency.":[19],"This":[20],"paper":[21,97],"goes":[22],"a":[23,31,38,49,72],"step":[24],"forward":[25],"and":[26,61],"introduces":[27],"requirements/challenges":[28],"for":[29,107,129],"enabling":[30],"continuous":[32],"improvement.":[34],"It":[35],"means":[36],"that":[37],"system":[40],"will":[41],"be":[42],"able":[43,81],"not":[44],"only":[45],"to":[46,55,82,120],"react":[47],"on":[48,71,115],"problem":[50,58],"at":[51],"hand,":[52],"but":[53],"rather":[54],"sense":[56],"(in":[59],"advance)":[60],"proactively":[62],"resolve":[63,83],"situation.":[65],"In":[66],"this":[67],"paper,":[68],"we":[69],"focus":[70],"specific":[73],"type":[74],"self-adaptive":[76],"systems,":[78],"which":[79],"are":[80],"problems":[85],"with":[86],"equipment":[88],"an":[90,141],"autonomous":[91],"way":[92],"(the":[93],"so-called":[94],"self-healing).":[95],"describes":[98],"detailed":[100],"design":[101],"platform":[104,112],"called":[105],"PREMIuM":[106],"realizing":[108],"self-healing":[109],"manufacturing.":[110],"is":[113],"based":[114],"our":[116],"existing":[117],"work":[118],"related":[119],"analytics,":[124],"particular":[126],"D2Lab":[127],"framework":[128],"developing":[130],"industry":[131],"solutions.":[134],"We":[135],"provide":[136],"also":[137],"some":[138],"insights":[139],"from":[140],"initial":[142],"validation":[143],"study.":[144]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}