{"id":"https://openalex.org/W4415400018","doi":"https://doi.org/10.1109/etfa65518.2025.11205710","title":"Time Series Management in Data Acquisition and Analysis for Prototyping in Production Engineering","display_name":"Time Series Management in Data Acquisition and Analysis for Prototyping in Production Engineering","publication_year":2025,"publication_date":"2025-09-09","ids":{"openalex":"https://openalex.org/W4415400018","doi":"https://doi.org/10.1109/etfa65518.2025.11205710"},"language":null,"primary_location":{"id":"doi:10.1109/etfa65518.2025.11205710","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa65518.2025.11205710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 30th International Conference on Emerging Technologies and 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/A5082428811","display_name":"Mauritz M\u00e4lzer","orcid":null},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mauritz M\u00e4lzer","raw_affiliation_strings":["TUD Dresden University of Technology,Institute of Mechatronic Engineering,Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"TUD Dresden University of Technology,Institute of Mechatronic Engineering,Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094197281","display_name":"Kim Alexander Wejlupek","orcid":null},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kim Alexander Wejlupek","raw_affiliation_strings":["TUD Dresden University of Technology,Institute of Mechatronic Engineering,Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"TUD Dresden University of Technology,Institute of Mechatronic Engineering,Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007294290","display_name":"Hajo Wiemer","orcid":"https://orcid.org/0000-0001-7540-4235"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hajo Wiemer","raw_affiliation_strings":["TUD Dresden University of Technology,Institute of Mechatronic Engineering,Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"TUD Dresden University of Technology,Institute of Mechatronic Engineering,Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066753620","display_name":"Steffen Ihlenfeldt","orcid":"https://orcid.org/0000-0002-9258-5178"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steffen Ihlenfeldt","raw_affiliation_strings":["TUD Dresden University of Technology,Institute of Mechatronic Engineering,Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"TUD Dresden University of Technology,Institute of Mechatronic Engineering,Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082428811"],"corresponding_institution_ids":["https://openalex.org/I78650965"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42146328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9556999802589417,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9556999802589417,"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/data-acquisition","display_name":"Data acquisition","score":0.6765999794006348},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6327999830245972},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.5346999764442444},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5113000273704529},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.46160000562667847},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4253000020980835},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.39410001039505005},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.39259999990463257},{"id":"https://openalex.org/keywords/asset-management","display_name":"Asset management","score":0.36039999127388}],"concepts":[{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.6765999794006348},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6327999830245972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5838000178337097},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.5346999764442444},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5113000273704529},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.46160000562667847},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4253000020980835},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.39410001039505005},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.39259999990463257},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3625999987125397},{"id":"https://openalex.org/C2776517139","wikidata":"https://www.wikidata.org/wiki/Q873442","display_name":"Asset management","level":2,"score":0.36039999127388},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.34599998593330383},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.3447999954223633},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3443000018596649},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3441999852657318},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3197999894618988},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.3167000114917755},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.3133000135421753},{"id":"https://openalex.org/C2780395129","wikidata":"https://www.wikidata.org/wiki/Q1128971","display_name":"Rapid prototyping","level":2,"score":0.3125999867916107},{"id":"https://openalex.org/C78873551","wikidata":"https://www.wikidata.org/wiki/Q5160111","display_name":"Configuration Management (ITSM)","level":2,"score":0.30469998717308044},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.2964000105857849},{"id":"https://openalex.org/C128487930","wikidata":"https://www.wikidata.org/wiki/Q579488","display_name":"Information management","level":2,"score":0.2944999933242798},{"id":"https://openalex.org/C19443361","wikidata":"https://www.wikidata.org/wiki/Q5282533","display_name":"Disparate system","level":2,"score":0.29440000653266907},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.28600001335144043},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2809000015258789},{"id":"https://openalex.org/C29848774","wikidata":"https://www.wikidata.org/wiki/Q61905","display_name":"Management information systems","level":3,"score":0.2752000093460083},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.26919999718666077},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2678999900817871},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2648000121116638},{"id":"https://openalex.org/C110593043","wikidata":"https://www.wikidata.org/wiki/Q7300787","display_name":"Real-time data","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2572999894618988}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa65518.2025.11205710","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa65518.2025.11205710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311649","display_name":"Ministry of Education","ror":"https://ror.org/036nq5137"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2302501749","https://openalex.org/W2921555380","https://openalex.org/W2953307007","https://openalex.org/W3044915901","https://openalex.org/W3111160188","https://openalex.org/W3155995009","https://openalex.org/W3158924615","https://openalex.org/W3180992806","https://openalex.org/W3200161741","https://openalex.org/W3203666940","https://openalex.org/W3215571357","https://openalex.org/W4206722554","https://openalex.org/W4221079935","https://openalex.org/W4226255219","https://openalex.org/W4285613727","https://openalex.org/W4312601000","https://openalex.org/W4313479509","https://openalex.org/W4317632579","https://openalex.org/W4366977864","https://openalex.org/W4385278237","https://openalex.org/W4385636702","https://openalex.org/W4386028908","https://openalex.org/W4386601028","https://openalex.org/W4391264381","https://openalex.org/W4396997607","https://openalex.org/W4403446700","https://openalex.org/W4404789885","https://openalex.org/W4406338620","https://openalex.org/W4408856113"],"related_works":[],"abstract_inverted_index":{"The":[0,119,145],"growing":[1],"adoption":[2],"of":[3,16,33,126,173],"data-driven":[4],"techniques":[5],"to":[6,105],"analyze":[7,108],"sensor":[8],"data":[9,37,43,49,92,109,127],"in":[10,19],"production":[11],"engineering":[12],"reinforces":[13],"the":[14,31,122,174],"significance":[15],"time":[17,26,68,96],"series":[18,27,69,97],"research":[20],"and":[21,45,51,74,84,98,107,129,141,151,177],"development.":[22],"In":[23],"this":[24],"context,":[25],"management":[28,70,93],"is":[29,147,183],"on":[30,41,179],"verge":[32],"being":[34],"reconceptualized.":[35],"Modern":[36],"mining":[38],"pipelines":[39],"depend":[40],"seamless":[42],"flows":[44],"reproducible":[46],"datasets.":[47,144],"However,":[48],"acquisition":[50,73,128],"analysis":[52],"are":[53],"often":[54],"treated":[55],"as":[56,136,138,167],"separate":[57],"processes,":[58],"creating":[59],"a":[60,66,91,168,180],"disconnect":[61],"between":[62],"tools.":[63],"To":[64],"create":[65],"unified":[67],"system":[71],"for":[72,95,101],"analysis,":[75],"two":[76],"challenges":[77],"must":[78],"be":[79,153],"addressed:":[80],"contrary":[81],"storage":[82],"requirements":[83],"rapidly":[85],"evolving":[86],"information":[87,156],"models.This":[88],"paper":[89],"proposes":[90],"solution":[94,120,146],"related":[99],"metadata":[100],"mechanical":[102],"engineers":[103],"seeking":[104],"aggregate":[106],"from":[110,158],"machine":[111,181],"prototypes,":[112],"test":[113],"beds,":[114],"or":[115,166],"small":[116],"pilot":[117],"lines.":[118],"integrates":[121],"previously":[123],"disparate":[124],"activities":[125],"analysis.":[130],"This":[131],"includes":[132],"incorporating":[133],"new":[134],"sensors,":[135],"well":[137],"creating,":[139],"augmenting,":[140],"analyzing":[142],"labeled":[143],"flexible":[148],"by":[149],"design":[150],"can":[152],"used":[154],"with":[155],"models":[157],"OPC":[159],"UA":[160],"companion":[161],"specifications,":[162],"Asset":[163],"Administration":[164],"Shells,":[165],"standalone.":[169],"A":[170],"detailed":[171],"description":[172],"setup,":[175],"tools,":[176],"validation":[178],"tool":[182],"provided.":[184]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-22T00:00:00"}