{"id":"https://openalex.org/W4417131508","doi":"https://doi.org/10.1109/access.2025.3641205","title":"Toward a Digital Ecosystem for Additive Manufacturing Driven by Standards-Based Digital Thread and Digital Twins","display_name":"Toward a Digital Ecosystem for Additive Manufacturing Driven by Standards-Based Digital Thread and Digital Twins","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4417131508","doi":"https://doi.org/10.1109/access.2025.3641205"},"language":null,"primary_location":{"id":"doi:10.1109/access.2025.3641205","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3641205","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3641205","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103063800","display_name":"Efrain Rodriguez","orcid":"https://orcid.org/0000-0003-4926-2127"},"institutions":[{"id":"https://openalex.org/I141943178","display_name":"Universidad Tecnol\u00f3gica de Bol\u00edvar","ror":"https://ror.org/01d171k92","country_code":"CO","type":"education","lineage":["https://openalex.org/I141943178"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Efrain Rodriguez","raw_affiliation_strings":["Department of Mechanical and Mechatronics Engineering, The Technological University of Bolívar, Campus Tecnológico, Cartagena, Bol\u00edvar, Colombia","Department of Mechanical and Mechatronics Engineering, Technological University of Bolivar, Campus Tecnológico, Cartagena, Km 1 Vía Turbaco, Bolivar, Colombia"],"raw_orcid":"https://orcid.org/0000-0003-4926-2127","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Mechatronics Engineering, The Technological University of Bolívar, Campus Tecnológico, Cartagena, Bol\u00edvar, Colombia","institution_ids":["https://openalex.org/I141943178"]},{"raw_affiliation_string":"Department of Mechanical and Mechatronics Engineering, Technological University of Bolivar, Campus Tecnológico, Cartagena, Km 1 Vía Turbaco, Bolivar, Colombia","institution_ids":["https://openalex.org/I141943178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050500990","display_name":"Alberto J. \u00c1lvares","orcid":"https://orcid.org/0000-0001-6745-1437"},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alberto J. Alvares","raw_affiliation_strings":["Department of Mechanical Engineering, University of Brasilia, Campus Darcy Ribeiro, Brasília, Brazil","Department of Mechanical Engineering, University of Brasilia, Campus Darcy Ribeiro, Brasilia, DF, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-6745-1437","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Brasilia, Campus Darcy Ribeiro, Brasília, Brazil","institution_ids":["https://openalex.org/I150729083"]},{"raw_affiliation_string":"Department of Mechanical Engineering, University of Brasilia, Campus Darcy Ribeiro, Brasilia, DF, Brazil","institution_ids":["https://openalex.org/I150729083"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.4673,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.90144231,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"207776","last_page":"207807"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.8583999872207642,"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":0.8583999872207642,"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":0.052400000393390656,"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/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.02710000053048134,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/interoperability","display_name":"Interoperability","score":0.6995000243186951},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6679999828338623},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.6399000287055969},{"id":"https://openalex.org/keywords/thread","display_name":"Thread (computing)","score":0.5055000185966492},{"id":"https://openalex.org/keywords/data-exchange","display_name":"Data exchange","score":0.5045999884605408},{"id":"https://openalex.org/keywords/digital-manufacturing","display_name":"Digital manufacturing","score":0.46720001101493835},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.392300009727478},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.38119998574256897},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.3625999987125397},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.3562999963760376}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7620999813079834},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.6995000243186951},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6679999828338623},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6399000287055969},{"id":"https://openalex.org/C138101251","wikidata":"https://www.wikidata.org/wiki/Q213092","display_name":"Thread (computing)","level":2,"score":0.5055000185966492},{"id":"https://openalex.org/C15845906","wikidata":"https://www.wikidata.org/wiki/Q1172338","display_name":"Data exchange","level":2,"score":0.5045999884605408},{"id":"https://openalex.org/C2780841897","wikidata":"https://www.wikidata.org/wiki/Q25349015","display_name":"Digital manufacturing","level":2,"score":0.46720001101493835},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.392300009727478},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.38119998574256897},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3625999987125397},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.3562999963760376},{"id":"https://openalex.org/C2777527080","wikidata":"https://www.wikidata.org/wiki/Q3557311","display_name":"Digital ecosystem","level":2,"score":0.35370001196861267},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3499000072479248},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.3402000069618225},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.3337000012397766},{"id":"https://openalex.org/C191015642","wikidata":"https://www.wikidata.org/wiki/Q1132459","display_name":"Fragmentation (computing)","level":2,"score":0.3203999996185303},{"id":"https://openalex.org/C150189527","wikidata":"https://www.wikidata.org/wiki/Q356674","display_name":"Reference model","level":2,"score":0.314300000667572},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.31139999628067017},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.31040000915527344},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.30379998683929443},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.30000001192092896},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.29989999532699585},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.29750001430511475},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.29280000925064087},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2775999903678894},{"id":"https://openalex.org/C41525213","wikidata":"https://www.wikidata.org/wiki/Q690189","display_name":"Electronic data interchange","level":2,"score":0.2727999985218048},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.26600000262260437},{"id":"https://openalex.org/C53688548","wikidata":"https://www.wikidata.org/wiki/Q1122190","display_name":"Computer-integrated manufacturing","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C13926793","wikidata":"https://www.wikidata.org/wiki/Q3507155","display_name":"Group method of data handling","level":2,"score":0.2565000057220459},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C192800085","wikidata":"https://www.wikidata.org/wiki/Q5258530","display_name":"Semantic interoperability","level":3,"score":0.2522999942302704},{"id":"https://openalex.org/C194304873","wikidata":"https://www.wikidata.org/wiki/Q1967338","display_name":"Product lifecycle","level":3,"score":0.2502000033855438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/access.2025.3641205","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3641205","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3641205","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3641205","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323350","display_name":"Funda\u00e7\u00e3o de Apoio \u00e0 Pesquisa do Distrito Federal","ror":"https://ror.org/04djvx395"},{"id":"https://openalex.org/F4320328530","display_name":"Foundation for Scientific and Technological Development in Health","ror":null},{"id":"https://openalex.org/F4320334802","display_name":"Adelaide Research and Innovation, University of Adelaide","ror":"https://ror.org/00892tw58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":99,"referenced_works":["https://openalex.org/W2025892329","https://openalex.org/W2046074714","https://openalex.org/W2086225014","https://openalex.org/W2130777855","https://openalex.org/W2196675898","https://openalex.org/W2335909627","https://openalex.org/W2346505350","https://openalex.org/W2563851806","https://openalex.org/W2581964379","https://openalex.org/W2607256338","https://openalex.org/W2615295926","https://openalex.org/W2617376044","https://openalex.org/W2688991736","https://openalex.org/W2727490449","https://openalex.org/W2736552576","https://openalex.org/W2757110387","https://openalex.org/W2767346351","https://openalex.org/W2785339424","https://openalex.org/W2789284399","https://openalex.org/W2801732686","https://openalex.org/W2803290643","https://openalex.org/W2808904300","https://openalex.org/W2888239872","https://openalex.org/W2890904471","https://openalex.org/W2900296574","https://openalex.org/W2900615132","https://openalex.org/W2903564695","https://openalex.org/W2910597635","https://openalex.org/W2917844847","https://openalex.org/W2947224805","https://openalex.org/W2952313085","https://openalex.org/W2966906878","https://openalex.org/W2974140179","https://openalex.org/W2982689699","https://openalex.org/W2984852629","https://openalex.org/W2988359971","https://openalex.org/W2990000437","https://openalex.org/W2996788019","https://openalex.org/W2997144229","https://openalex.org/W3004089638","https://openalex.org/W3010383105","https://openalex.org/W3015896415","https://openalex.org/W3032039544","https://openalex.org/W3035774681","https://openalex.org/W3036188520","https://openalex.org/W3049248273","https://openalex.org/W3058685490","https://openalex.org/W3088325186","https://openalex.org/W3100793743","https://openalex.org/W3104273471","https://openalex.org/W3112130234","https://openalex.org/W3133770812","https://openalex.org/W3205172848","https://openalex.org/W4205740992","https://openalex.org/W4225658282","https://openalex.org/W4231891817","https://openalex.org/W4232082488","https://openalex.org/W4233036472","https://openalex.org/W4238128514","https://openalex.org/W4242008671","https://openalex.org/W4249639077","https://openalex.org/W4283817330","https://openalex.org/W4292291563","https://openalex.org/W4294541635","https://openalex.org/W4295067059","https://openalex.org/W4301401322","https://openalex.org/W4317462679","https://openalex.org/W4353044450","https://openalex.org/W4364367497","https://openalex.org/W4377694700","https://openalex.org/W4386648931","https://openalex.org/W4387124426","https://openalex.org/W4388450707","https://openalex.org/W4390078528","https://openalex.org/W4390748783","https://openalex.org/W4390815158","https://openalex.org/W4391302899","https://openalex.org/W4391445676","https://openalex.org/W4394857081","https://openalex.org/W4396851632","https://openalex.org/W4396919921","https://openalex.org/W4398201817","https://openalex.org/W4400071548","https://openalex.org/W4400422926","https://openalex.org/W4400584687","https://openalex.org/W4400699676","https://openalex.org/W4401199597","https://openalex.org/W4401210382","https://openalex.org/W4401584909","https://openalex.org/W4401623975","https://openalex.org/W4401879899","https://openalex.org/W4405921370","https://openalex.org/W4407500854","https://openalex.org/W4408657005","https://openalex.org/W4409289543","https://openalex.org/W4411270366","https://openalex.org/W4412450872","https://openalex.org/W4412593663","https://openalex.org/W4414108414"],"related_works":[],"abstract_inverted_index":{"The":[0,238],"ongoing":[1],"digitalization":[2],"of":[3,18,43,67,75,91,229,243],"manufacturing":[4,79,105,233,255,279,289],"is":[5,130,151,274],"transforming":[6],"how":[7],"products":[8],"are":[9],"designed,":[10],"produced,":[11],"and":[12,23,48,64,96,107,116,136,142,164,172,193,199,201,221,252,265,287],"optimized,":[13],"driven":[14],"by":[15],"the":[16,19,53,57,61,65,73,92,176,183,227,241,244,272,282],"convergence":[17],"Digital":[20,24],"Thread":[21],"(DTh)":[22],"Twin":[25],"(DTw)":[26],"paradigms.":[27],"However,":[28],"achieving":[29],"seamless":[30],"integration":[31],"across":[32,69,175,254],"these":[33,83],"technologies":[34],"remains":[35],"a":[36,88,123,147,203],"major":[37],"challenge":[38],"due":[39],"to":[40,133,167,247,277],"persistent":[41],"issues":[42],"data":[44,50,68,114,144,250],"interoperability,":[45,249],"consistency,":[46,251],"collaboration,":[47],"intelligent":[49],"exchange":[51,115],"throughout":[52],"product":[54],"lifecycle.":[55,178],"Moreover,":[56],"limited":[58],"intelligence":[59,129,253],"at":[60],"machine":[62],"level":[63],"fragmentation":[66],"heterogeneous":[70],"systems":[71],"hinder":[72],"realization":[74],"fully":[76],"connected,":[77],"autonomous":[78],"environments.":[80],"To":[81],"address":[82],"challenges,":[84],"this":[85,121],"work":[86],"conducts":[87],"comprehensive":[89],"review":[90],"literature":[93],"on":[94,100,120,270],"DTh":[95,135],"DTw":[97,137,210],"technologies,":[98],"focusing":[99],"their":[101,108],"application":[102],"in":[103,262],"additive":[104],"(AM)":[106],"alignment":[109],"with":[110,213],"international":[111],"standards":[112],"for":[113,127,195,216],"system":[117],"interoperability.":[118],"Building":[119],"foundation,":[122],"unified":[124],"digital":[125],"ecosystem":[126,246],"contextualized":[128],"proposed,":[131],"aiming":[132],"integrate":[134],"through":[138],"standardized,":[139],"semantically":[140],"rich,":[141],"interoperable":[143],"flows.":[145],"Furthermore,":[146],"standards-based":[148],"DTh\u2013DTw":[149],"framework":[150,273],"presented,":[152],"leveraging":[153],"key":[154],"industrial":[155],"standards,":[156],"including":[157],"STEP/STEP-NC,":[158],"MTConnect,":[159],"QIF,":[160],"OPC":[161],"UA,":[162],"MQTT,":[163],"ISO":[165,214],"23247,":[166],"ensure":[168],"traceability,":[169],"real-time":[170,217],"synchronization,":[171],"data-driven":[173],"decision-making":[174],"AM":[177,189],"Two":[179],"implementation":[180],"scenarios":[181],"validate":[182],"proposed":[184,245],"approach:":[185],"(i)":[186],"an":[187],"FDM-based":[188],"process":[190,197,222],"using":[191,235],"STEP-NC":[192],"MTConnect":[194],"integrated":[196],"planning":[198],"monitoring,":[200],"(ii)":[202],"robotic":[204],"wire-based":[205],"LMD":[206],"cell":[207],"featuring":[208],"three":[209],"implementations":[211,225],"compliant":[212],"23247":[215],"simulation,":[218],"predictive":[219],"maintenance,":[220],"visualization.":[223],"These":[224],"demonstrate":[226],"feasibility":[228],"constructing":[230],"interoperable,":[231],"data-centric":[232],"workflows":[234],"open":[236],"standards.":[237],"results":[239],"underscore":[240],"potential":[242],"enhance":[248],"processes,":[256],"while":[257],"also":[258],"revealing":[259],"current":[260],"limitations":[261],"AM-specific":[263],"standardization":[264],"cross-platform":[266],"integration.":[267],"Although":[268],"focused":[269],"AM,":[271],"inherently":[275],"extensible":[276],"other":[278],"domains,":[280],"paving":[281],"way":[283],"toward":[284],"standards-driven,":[285],"intelligent,":[286],"generative":[288],"ecosystems.":[290]},"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-12-08T00:00:00"}