{"id":"https://openalex.org/W4414352768","doi":"https://doi.org/10.1017/s0890060425100140","title":"Decoding the digital thread digitalization approach for product design and development: benefits, challenges, and extensions","display_name":"Decoding the digital thread digitalization approach for product design and development: benefits, challenges, and extensions","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4414352768","doi":"https://doi.org/10.1017/s0890060425100140"},"language":"en","primary_location":{"id":"doi:10.1017/s0890060425100140","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060425100140","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/1983/5c81e6bc-29b8-44a2-a245-8a6ab52454bc","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061602516","display_name":"Pranav Milind Khanolkar","orcid":"https://orcid.org/0000-0001-9798-0348"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Pranav Milind Khanolkar","raw_affiliation_strings":["University of Toronto"],"affiliations":[{"raw_affiliation_string":"University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064942778","display_name":"James Gopsill","orcid":"https://orcid.org/0000-0003-2125-0466"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James Gopsill","raw_affiliation_strings":["University of Bristol"],"affiliations":[{"raw_affiliation_string":"University of Bristol","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053289685","display_name":"Alison Olechowski","orcid":"https://orcid.org/0000-0001-5557-654X"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alison Olechowski","raw_affiliation_strings":["University of Toronto"],"affiliations":[{"raw_affiliation_string":"University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061602516"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":null,"apc_paid":null,"fwci":1.2445,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8497687,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"39","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9789999723434448,"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":0.9789999723434448,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9704999923706055,"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/T11729","display_name":"Product Development and Customization","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/thread","display_name":"Thread (computing)","score":0.7922999858856201},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.7448999881744385},{"id":"https://openalex.org/keywords/iterative-design","display_name":"Iterative design","score":0.4828000068664551},{"id":"https://openalex.org/keywords/product-design","display_name":"Product design","score":0.44209998846054077},{"id":"https://openalex.org/keywords/design-flow","display_name":"Design flow","score":0.4023999869823456},{"id":"https://openalex.org/keywords/engineering-design-process","display_name":"Engineering design process","score":0.38909998536109924},{"id":"https://openalex.org/keywords/design-methods","display_name":"Design methods","score":0.35740000009536743},{"id":"https://openalex.org/keywords/data-flow-diagram","display_name":"Data flow diagram","score":0.3538999855518341}],"concepts":[{"id":"https://openalex.org/C138101251","wikidata":"https://www.wikidata.org/wiki/Q213092","display_name":"Thread (computing)","level":2,"score":0.7922999858856201},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.7448999881744385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6699000000953674},{"id":"https://openalex.org/C106246047","wikidata":"https://www.wikidata.org/wiki/Q4928435","display_name":"Iterative design","level":3,"score":0.4828000068664551},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.44209998846054077},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.43389999866485596},{"id":"https://openalex.org/C37135326","wikidata":"https://www.wikidata.org/wiki/Q931942","display_name":"Design flow","level":2,"score":0.4023999869823456},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.38909998536109924},{"id":"https://openalex.org/C138852830","wikidata":"https://www.wikidata.org/wiki/Q2292993","display_name":"Design methods","level":2,"score":0.35740000009536743},{"id":"https://openalex.org/C489000","wikidata":"https://www.wikidata.org/wiki/Q747385","display_name":"Data flow diagram","level":2,"score":0.3538999855518341},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.3357999920845032},{"id":"https://openalex.org/C48262172","wikidata":"https://www.wikidata.org/wiki/Q16908765","display_name":"Design process","level":3,"score":0.3325999975204468},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.3287000060081482},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.3239000141620636},{"id":"https://openalex.org/C2777655877","wikidata":"https://www.wikidata.org/wiki/Q3475740","display_name":"Design science research","level":3,"score":0.3151000142097473},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.3082999885082245},{"id":"https://openalex.org/C179737136","wikidata":"https://www.wikidata.org/wiki/Q5264382","display_name":"Design technology","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C78382760","wikidata":"https://www.wikidata.org/wiki/Q2288649","display_name":"Concurrent engineering","level":3,"score":0.2881999909877777},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2851000130176544},{"id":"https://openalex.org/C135798126","wikidata":"https://www.wikidata.org/wiki/Q2167279","display_name":"Top-down and bottom-up design","level":2,"score":0.27140000462532043},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2709999978542328}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1017/s0890060425100140","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060425100140","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire/5c81e6bc-29b8-44a2-a245-8a6ab52454bc","is_oa":false,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/5c81e6bc-29b8-44a2-a245-8a6ab52454bc","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Khanolkar, P M, Gopsill, J & Olechowski, A 2025, 'Decoding the digital thread digitalization approach for product design and development : benefits, challenges, and extensions', Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 39, e23. https://doi.org/10.1017/s0890060425100140","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:research-information.bris.ac.uk:publications/5c81e6bc-29b8-44a2-a245-8a6ab52454bc","is_oa":true,"landing_page_url":"https://hdl.handle.net/1983/5c81e6bc-29b8-44a2-a245-8a6ab52454bc","pdf_url":null,"source":{"id":"https://openalex.org/S7407055359","display_name":"Explore Bristol Research","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":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Khanolkar, P M, Gopsill, J & Olechowski, A 2025, 'Decoding the digital thread digitalization approach for product design and development : benefits, challenges, and extensions', Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 39, e23. https://doi.org/10.1017/s0890060425100140","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:research-information.bris.ac.uk:publications/5c81e6bc-29b8-44a2-a245-8a6ab52454bc","is_oa":true,"landing_page_url":"https://hdl.handle.net/1983/5c81e6bc-29b8-44a2-a245-8a6ab52454bc","pdf_url":null,"source":{"id":"https://openalex.org/S7407055359","display_name":"Explore Bristol Research","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":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Khanolkar, P M, Gopsill, J & Olechowski, A 2025, 'Decoding the digital thread digitalization approach for product design and development : benefits, challenges, and extensions', Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 39, e23. https://doi.org/10.1017/s0890060425100140","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":87,"referenced_works":["https://openalex.org/W1814947","https://openalex.org/W1510231618","https://openalex.org/W1536032778","https://openalex.org/W1581671442","https://openalex.org/W1648883014","https://openalex.org/W1983131404","https://openalex.org/W1997724970","https://openalex.org/W2004798878","https://openalex.org/W2046182115","https://openalex.org/W2070665593","https://openalex.org/W2094394178","https://openalex.org/W2118718321","https://openalex.org/W2134592632","https://openalex.org/W2324202216","https://openalex.org/W2513733994","https://openalex.org/W2524700581","https://openalex.org/W2530432988","https://openalex.org/W2583955450","https://openalex.org/W2607256338","https://openalex.org/W2754430621","https://openalex.org/W2802422229","https://openalex.org/W2809417902","https://openalex.org/W2888239872","https://openalex.org/W2890793284","https://openalex.org/W2900387938","https://openalex.org/W2910423981","https://openalex.org/W2942118609","https://openalex.org/W2942998296","https://openalex.org/W2952886702","https://openalex.org/W2961923021","https://openalex.org/W2979330440","https://openalex.org/W2988854488","https://openalex.org/W2989794645","https://openalex.org/W2990689217","https://openalex.org/W3025742750","https://openalex.org/W3027830444","https://openalex.org/W3037445648","https://openalex.org/W3046257715","https://openalex.org/W3048141997","https://openalex.org/W3097316111","https://openalex.org/W3105168176","https://openalex.org/W3125456777","https://openalex.org/W3136168831","https://openalex.org/W3137183077","https://openalex.org/W3168464464","https://openalex.org/W3186688702","https://openalex.org/W3190662310","https://openalex.org/W3205172848","https://openalex.org/W3211409331","https://openalex.org/W4213349615","https://openalex.org/W4225603115","https://openalex.org/W4247481232","https://openalex.org/W4283020630","https://openalex.org/W4285273771","https://openalex.org/W4286455034","https://openalex.org/W4288788242","https://openalex.org/W4293078129","https://openalex.org/W4300817754","https://openalex.org/W4301401523","https://openalex.org/W4313450491","https://openalex.org/W4319318616","https://openalex.org/W4365815564","https://openalex.org/W4366771657","https://openalex.org/W4366975597","https://openalex.org/W4376891469","https://openalex.org/W4381185646","https://openalex.org/W4381185676","https://openalex.org/W4387509056","https://openalex.org/W4388873825","https://openalex.org/W4389254465","https://openalex.org/W4389619140","https://openalex.org/W4391144913","https://openalex.org/W4391383730","https://openalex.org/W4392110715","https://openalex.org/W4393956479","https://openalex.org/W4396956402","https://openalex.org/W4399532502","https://openalex.org/W4399582528","https://openalex.org/W4400414492","https://openalex.org/W4401856695","https://openalex.org/W4402215914","https://openalex.org/W4402688705","https://openalex.org/W4404723442","https://openalex.org/W4404789807","https://openalex.org/W4405212377","https://openalex.org/W4406626775","https://openalex.org/W4408299329"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Digital":[1,20,47,81,111,154,193],"Tools":[2],"are":[3,11],"reshaping":[4],"how":[5],"Engineering":[6],"Design":[7],"data":[8,27],"and":[9,17,28,33,42,57,65,72,108,129,146,179,190],"information":[10],"produced,":[12],"processed,":[13],"used,":[14],"reused,":[15],"shared,":[16],"stored.":[18],"The":[19,157],"Thread":[21,48,112,155,194],"prioritizes":[22],"the":[23,39,115,126,134,141,148,166],"flow":[24],"of":[25,44,59,99,117,125,133,168],"design":[26,86,116,149,198],"information,":[29],"promoting":[30],"effective":[31,153],"collaboration":[32],"process":[34,150],"efficiency.":[35],"While":[36],"literature":[37],"showcases":[38],"immense":[40],"application":[41],"capability":[43],"taking":[45],"a":[46,95,100,110,192],"approach":[49,113,195],"to":[50,78,114,139,188,196],"Product":[51],"Design,":[52],"best":[53,181],"practices,":[54],"key":[55,142],"features,":[56],"benefits":[58],"successful":[60,67],"implementations":[61,68],"remain":[62],"scarce.":[63],"Reviewing":[64],"understanding":[66],"can":[69],"assist":[70],"researchers":[71],"practitioners":[73],"in":[74,83,165],"making":[75],"informed":[76],"decisions":[77],"effectively":[79],"implement":[80,191],"Threads":[82],"their":[84,197],"product":[85],"processes.":[87],"This":[88],"article":[89],"addresses":[90],"this":[91],"gap":[92],"by":[93],"reporting":[94],"post":[96,158],"hoc":[97,159],"review":[98,160],"collaborative":[101],"Research":[102],"&amp;":[103],"Development":[104],"project":[105,135],"that":[106,144],"developed":[107],"implemented":[109],"hydrogen":[118],"composite":[119],"pressure":[120],"vessels.":[121],"A":[122],"thematic":[123],"analysis":[124],"project\u2019s":[127],"reports":[128],"interviews":[130],"with":[131],"members":[132],"team":[136],"was":[137],"performed":[138],"identify":[140],"features":[143],"expedite":[145],"improve":[147],"through":[151],"an":[152],"implementation.":[156],"offers":[161],"valuable":[162],"insights":[163],"\u2013":[164,184],"form":[167],"six":[169],"feature":[170],"benefits,":[171],"four":[172,180],"potential":[173],"implementation":[174],"challenges,":[175],"three":[176],"possible":[177],"extensions,":[178],"practice":[182],"recommendations":[183],"for":[185],"companies":[186],"looking":[187],"adopt":[189],"process.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
