{"id":"https://openalex.org/W1908220046","doi":"https://doi.org/10.1109/etfa.2015.7301545","title":"On the influence of state update interval length on the prediction success of decision support system in multi-site production environment","display_name":"On the influence of state update interval length on the prediction success of decision support system in multi-site production environment","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W1908220046","doi":"https://doi.org/10.1109/etfa.2015.7301545","mag":"1908220046"},"language":"en","primary_location":{"id":"doi:10.1109/etfa.2015.7301545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2015.7301545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA)","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/A5010409045","display_name":"Matthias Becker","orcid":"https://orcid.org/0000-0003-4358-1258"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Matthias Becker","raw_affiliation_strings":["University Hannover FG Simulation, Hannover, Germany","University Hannover, FG Simulation, Welfengarten 1, 30167 Germany"],"affiliations":[{"raw_affiliation_string":"University Hannover FG Simulation, Hannover, Germany","institution_ids":[]},{"raw_affiliation_string":"University Hannover, FG Simulation, Welfengarten 1, 30167 Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008470969","display_name":"Helena Szczerbicka","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Helena Szczerbicka","raw_affiliation_strings":["University Hannover FG Simulation, Hannover, Germany","University Hannover, FG Simulation, Welfengarten 1, 30167 Germany"],"affiliations":[{"raw_affiliation_string":"University Hannover FG Simulation, Hannover, Germany","institution_ids":[]},{"raw_affiliation_string":"University Hannover, FG Simulation, Welfengarten 1, 30167 Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010409045"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5659,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72037702,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9876999855041504,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9876999855041504,"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":0.9842000007629395,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9830999970436096,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.7280704379081726},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.7088922262191772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6997030973434448},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5682134032249451},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5092557668685913},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.49285292625427246},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.49104857444763184},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.4905678629875183},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4831640124320984},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4141637682914734},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37520062923431396},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.36273837089538574},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3300347924232483},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3245679438114166},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17817658185958862},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12243834137916565},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11612576246261597}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.7280704379081726},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.7088922262191772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6997030973434448},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5682134032249451},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5092557668685913},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.49285292625427246},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.49104857444763184},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.4905678629875183},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4831640124320984},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4141637682914734},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37520062923431396},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.36273837089538574},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3300347924232483},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3245679438114166},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17817658185958862},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12243834137916565},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11612576246261597},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa.2015.7301545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2015.7301545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1537786306","https://openalex.org/W1958789290","https://openalex.org/W1965957502","https://openalex.org/W1971621397","https://openalex.org/W1990745058","https://openalex.org/W1999457285","https://openalex.org/W2030236912","https://openalex.org/W2077946512","https://openalex.org/W2086526548","https://openalex.org/W2169983099","https://openalex.org/W2395587944","https://openalex.org/W3011439212","https://openalex.org/W6632170159","https://openalex.org/W6638942587"],"related_works":["https://openalex.org/W2519676117","https://openalex.org/W2218202131","https://openalex.org/W84108837","https://openalex.org/W2155740880","https://openalex.org/W1977318399","https://openalex.org/W3211760282","https://openalex.org/W2053663974","https://openalex.org/W2183750905","https://openalex.org/W2125261720","https://openalex.org/W2023270691"],"abstract_inverted_index":{"Planning":[0],"in":[1,18,22,52,153],"a":[2,8],"multi-site,":[3],"non-mass":[4],"production":[5,20,151],"environment":[6],"is":[7],"special":[9],"challenge":[10],"because":[11],"of":[12,15,42,48,54,92,104,116,121],"several":[13],"sources":[14],"uncertainty.":[16],"Unlike":[17],"mass":[19],"facilities,":[21],"our":[23,125],"setting":[24],"the":[25,39,45,56,65,70,85,102,111,117,134,150],"current":[26],"state":[27,120,130],"at":[28],"all":[29,122],"sites":[30,43],"cannot":[31],"be":[32,62,75],"determined":[33,76],"easily":[34],"and":[35,44,77,94,110,133],"exactly":[36],"due":[37],"to":[38,61,155],"spatial":[40],"distribution":[41],"low":[46],"degree":[47],"automation.":[49],"For":[50],"re-planning":[51],"case":[53],"failures,":[55],"possible":[57,71],"alternative":[58,108],"actions":[59],"have":[60],"formalized":[63],"on":[64,136,149],"decision":[66,95],"making":[67],"facility,":[68],"where":[69],"alternatives":[72,93],"will":[73,83],"then":[74],"evaluated.":[78],"In":[79,124],"this":[80],"work,":[81],"we":[82,127],"present":[84],"necessary":[86],"components":[87],"for":[88],"an":[89],"automated":[90],"evaluation":[91],"support":[96],"procedure.":[97],"The":[98],"main":[99],"challenges":[100],"are":[101],"formalization":[103],"product":[105],"plans":[106],"including":[107],"steps":[109],"non-automated":[112],"collection":[113],"or":[114],"assessment":[115],"distributed":[118],"system":[119],"sites.":[123],"experiments":[126],"evaluate":[128],"different":[129],"update":[131],"intervals":[132],"effect":[135],"prediction":[137],"accuracy.":[138],"It":[139],"turns":[140],"out,":[141],"that":[142],"even":[143],"sparse":[144],"updates":[145],"show":[146],"significant":[147],"improvement":[148],"time":[152],"comparison":[154],"only":[156],"local":[157],"static":[158],"decisions.":[159]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"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"}