{"id":"https://openalex.org/W2967951348","doi":"https://doi.org/10.5220/0007830700400050","title":"Generation of Complex Data for AI-based Predictive Maintenance Research with a Physical Factory Model","display_name":"Generation of Complex Data for AI-based Predictive Maintenance Research with a Physical Factory Model","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2967951348","doi":"https://doi.org/10.5220/0007830700400050","mag":"2967951348"},"language":"en","primary_location":{"id":"doi:10.5220/0007830700400050","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007830700400050","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0007830700400050","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056314372","display_name":"Patrick Klein","orcid":"https://orcid.org/0000-0002-5077-2645"},"institutions":[{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Patrick Klein","raw_affiliation_strings":["Business Information Systems II, University of Trier and Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Business Information Systems II, University of Trier and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I89864525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066248157","display_name":"Ralph Bergmann","orcid":"https://orcid.org/0000-0002-5515-7158"},"institutions":[{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ralph Bergmann","raw_affiliation_strings":["Business Information Systems II, University of Trier and Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Business Information Systems II, University of Trier and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I89864525"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056314372"],"corresponding_institution_ids":["https://openalex.org/I89864525"],"apc_list":null,"apc_paid":null,"fwci":2.3284,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.88769771,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"40","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9915000200271606,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9915000200271606,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9868000149726868,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9488999843597412,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.720691442489624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6432883739471436},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4774777889251709},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3278179168701172},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2864450216293335},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19766005873680115},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12158039212226868}],"concepts":[{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.720691442489624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6432883739471436},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4774777889251709},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3278179168701172},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2864450216293335},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19766005873680115},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12158039212226868}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0007830700400050","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007830700400050","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0007830700400050","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007830700400050","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W762839401","https://openalex.org/W2415594836","https://openalex.org/W2524399300","https://openalex.org/W2584755547","https://openalex.org/W2594880031","https://openalex.org/W2643069891","https://openalex.org/W2733383708","https://openalex.org/W2755862461","https://openalex.org/W2781862948","https://openalex.org/W2810032703","https://openalex.org/W2892736216","https://openalex.org/W2893153520","https://openalex.org/W2907852751","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2384486034","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Manufacturing":[0],"systems":[1],"naturally":[2],"contain":[3],"plenty":[4],"of":[5,21,36,51,57,64,81,96,106,148,160,177],"sensors":[6,26,98],"which":[7,39,83],"produce":[8],"data":[9,63,91,138,163,193],"primarily":[10],"used":[11,144],"by":[12,60,93,164],"the":[13,22,33,52,55,62,79,90,158],"control":[14],"software":[15],"to":[16,31,41,69,122],"detect":[17,42],"relevant":[18,124],"status":[19,35],"information":[20],"actuators.":[23],"In":[24,150],"addition,":[25],"are":[27,131,184],"included":[28],"in":[29,112],"order":[30],"monitor":[32],"health":[34],"specific":[37],"components,":[38],"enable":[40],"certain":[43],"known,":[44],"frequently":[45],"occurring":[46],"faults":[47],"or":[48],"undesired":[49],"states":[50],"system.":[53],"While":[54],"identification":[56],"a":[58,65,73,94,104,166,189],"failure":[59,127],"using":[61,165,181],"sensor":[66],"dedicated":[67],"explicitly":[68],"its":[70],"detection":[71,80],"is":[72,99,120],"rather":[74],"straightforward":[75],"machine":[76,114],"learning":[77,115],"application,":[78],"failures":[82,180],"only":[84],"have":[85],"an":[86,155],"indirect":[87],"effect":[88],"on":[89],"produced":[92],"couple":[95],"other":[97],"much":[100],"more":[101],"challenging.":[102],"Therefore,":[103],"combination":[105],"different":[107],"methods":[108],"from":[109],"Artificial":[110],"Intelligence,":[111],"particular,":[113],"and":[116,137],"knowledge-based":[117],"(semantic)":[118],"approaches":[119],"required":[121],"identify":[123],"patterns":[125],"(or":[126],"modes).":[128],"However,":[129],"there":[130],"currently":[132],"no":[133],"appropriate":[134],"research":[135],"environments":[136],"sets":[139],"available":[140],"that":[141],"can":[142],"be":[143],"for":[145,157,192],"this":[146,151,182],"kind":[147],"research.":[149],"paper,":[152],"we":[153],"propose":[154],"approach":[156],"generation":[159],"predictive":[161],"maintenance":[162],"physical":[167],"Fischertechnik":[168],"model":[169,183],"factory":[170],"equipped":[171],"with":[172],"several":[173],"sensors.":[174],"Different":[175],"ways":[176],"reproducing":[178],"real":[179],"presented":[185],"as":[186,188],"well":[187],"general":[190],"procedure":[191],"generation.":[194]},"counts_by_year":[{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}