{"id":"https://openalex.org/W4403887177","doi":"https://doi.org/10.1145/3671127.3698165","title":"BioSys: Efficient Quality Control System for Manufacturing of Sustainable Biopolymer Composites","display_name":"BioSys: Efficient Quality Control System for Manufacturing of Sustainable Biopolymer Composites","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4403887177","doi":"https://doi.org/10.1145/3671127.3698165"},"language":"en","primary_location":{"id":"doi:10.1145/3671127.3698165","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3671127.3698165","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3671127.3698165","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3671127.3698165","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107125958","display_name":"Barney H. Miao","orcid":"https://orcid.org/0000-0001-9299-6316"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Barney H. Miao","raw_affiliation_strings":["Stanford University, Stanford, California, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, California, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065679179","display_name":"Yiwen Dong","orcid":"https://orcid.org/0000-0002-7877-1783"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiwen Dong","raw_affiliation_strings":["Stanford University, Stanford, California, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, California, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084755719","display_name":"Andreas Theissler","orcid":"https://orcid.org/0000-0003-0746-0424"},"institutions":[{"id":"https://openalex.org/I4210136950","display_name":"Hochschule Aalen","ror":"https://ror.org/04gg60e72","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210136950"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Theissler","raw_affiliation_strings":["Aalen University of Applied Sciences, Aalen, Germany"],"affiliations":[{"raw_affiliation_string":"Aalen University of Applied Sciences, Aalen, Germany","institution_ids":["https://openalex.org/I4210136950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064498737","display_name":"Andrew C. Lesh","orcid":"https://orcid.org/0000-0002-8455-9797"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew C. Lesh","raw_affiliation_strings":["Stanford University, Stanford, California, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, California, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113434802","display_name":"David J. Loftus","orcid":null},"institutions":[{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David J. Loftus","raw_affiliation_strings":["NASA Ames Research Center, Moffett Field, California, USA"],"affiliations":[{"raw_affiliation_string":"NASA Ames Research Center, Moffett Field, California, USA","institution_ids":["https://openalex.org/I1280536761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016853502","display_name":"Michael D. Lepech","orcid":"https://orcid.org/0000-0003-1496-6191"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael D. Lepech","raw_affiliation_strings":["Stanford University, Stanford, California, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, California, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5107125958"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":0.6405,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65179701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"11","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9470999836921692,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10672","display_name":"Design Education and Practice","score":0.9470999836921692,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.9289000034332275,"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"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9107000231742859,"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/biopolymer","display_name":"Biopolymer","score":0.8028230667114258},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6026721596717834},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.4969201385974884},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4553220570087433},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.43103939294815063},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.35281652212142944},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30142468214035034},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13003170490264893},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09595784544944763},{"id":"https://openalex.org/keywords/polymer","display_name":"Polymer","score":0.0653870701789856}],"concepts":[{"id":"https://openalex.org/C2778636629","wikidata":"https://www.wikidata.org/wiki/Q422649","display_name":"Biopolymer","level":3,"score":0.8028230667114258},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6026721596717834},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.4969201385974884},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4553220570087433},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.43103939294815063},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.35281652212142944},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30142468214035034},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13003170490264893},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09595784544944763},{"id":"https://openalex.org/C521977710","wikidata":"https://www.wikidata.org/wiki/Q81163","display_name":"Polymer","level":2,"score":0.0653870701789856},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3671127.3698165","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3671127.3698165","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3671127.3698165","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},{"id":"pmh:oai:opus-htw-aalen.bsz-bw.de:4271","is_oa":false,"landing_page_url":"https://opus-htw-aalen.bsz-bw.de/frontdoor/index/index/docId/4271","pdf_url":null,"source":{"id":"https://openalex.org/S4306401044","display_name":"OPUS (Aalen University)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3671127.3698165","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3671127.3698165","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3671127.3698165","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334443","display_name":"John A. Blume Earthquake Engineering Center, Stanford University","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403887177.pdf","grobid_xml":"https://content.openalex.org/works/W4403887177.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1978629729","https://openalex.org/W2007789962","https://openalex.org/W2037302837","https://openalex.org/W2076957916","https://openalex.org/W2084866496","https://openalex.org/W2102080621","https://openalex.org/W2102131418","https://openalex.org/W2152357249","https://openalex.org/W2304930012","https://openalex.org/W2317808658","https://openalex.org/W2344599691","https://openalex.org/W2500327016","https://openalex.org/W2729417485","https://openalex.org/W2759911795","https://openalex.org/W2775383892","https://openalex.org/W2802314367","https://openalex.org/W2896613037","https://openalex.org/W2906880953","https://openalex.org/W2930190382","https://openalex.org/W2970148418","https://openalex.org/W2982438846","https://openalex.org/W3041065188","https://openalex.org/W3042807565","https://openalex.org/W3171587486","https://openalex.org/W3186145246","https://openalex.org/W3190888962","https://openalex.org/W4252483650","https://openalex.org/W4281783229","https://openalex.org/W4291034092","https://openalex.org/W4293093443","https://openalex.org/W4390885795"],"related_works":["https://openalex.org/W2384667405","https://openalex.org/W2389266787","https://openalex.org/W2363885542","https://openalex.org/W2387206255","https://openalex.org/W2355570285","https://openalex.org/W2364958354","https://openalex.org/W2352797113","https://openalex.org/W2372137583","https://openalex.org/W2374872591","https://openalex.org/W1548050717"],"abstract_inverted_index":{"Biopolymer-bound":[0],"soil":[1],"composites":[2],"(BSC)":[3],"are":[4,20,72,96],"a":[5,26,100,129,196,239],"novel":[6],"class":[7],"of":[8,29,69,82,111,138,201,222,241,248],"cement-free":[9],"building":[10],"materials":[11,23],"utilizing":[12],"starch,":[13],"protein,":[14],"and":[15,161,168,199,229],"lignin":[16],"binders.":[17],"While":[18],"BSC":[19,83,139,197,249],"sustainable":[21],"composite":[22],"suitable":[24],"for":[25,226,233,243],"wide":[27],"range":[28],"construction":[30],"applications,":[31],"their":[32],"manufacture":[33,68,137],"is":[34,120,145,152],"complicated,":[35],"as":[36,105],"quality":[37,56,64,93,102,131],"issues":[38,65,125],"(internal":[39],"defects,":[40],"improper":[41,43,162,166,235],"mixing,":[42],"compaction,":[44],"etc.)":[45],"may":[46],"occur":[47],"during":[48,66,250],"manufacture.":[49],"Even":[50],"though":[51],"conventional":[52],"vision-based":[53],"or":[54],"acoustic-based":[55],"control":[57,94,132],"methods":[58,95,113],"might":[59],"be":[60],"able":[61],"to":[62,74,99,114,134,224,231],"detect":[63,165],"the":[67,77,87,109,148,216,245],"BSC,":[70],"they":[71],"unable":[73],"easily":[75],"monitor":[76,170],"unique":[78],"strength":[79,246],"gain":[80,247],"process":[81],"that":[84,150],"occurs":[85],"when":[86],"wet":[88],"material":[89,117],"dries":[90],"out.":[91],"Conventional":[92],"usually":[97],"tailored":[98],"single":[101],"issue":[103],"such":[104],"crack":[106],"formation,":[107],"requiring":[108],"use":[110],"multiple":[112],"completely":[115],"verify":[116],"quality,":[118],"which":[119],"inefficient.":[121],"To":[122],"address":[123],"these":[124,177],"we":[126],"propose":[127],"BioSys,":[128],"multi-functional":[130,146],"system":[133],"enable":[135],"large-scale":[136],"through":[140],"non-destructive":[141],"vibration-based":[142],"testing.":[143],"BioSys":[144,175,207,237],"in":[147,179],"sense":[149],"it":[151],"used":[153],"to:":[154],"(1)":[155],"identify":[156],"internal":[157],"defects":[158],"(crack":[159],"formation":[160],"mixing);":[163],"(2)":[164],"compaction;":[167],"(3)":[169],"desiccation.":[171,251],"Unlike":[172],"current":[173],"methods,":[174],"performs":[176],"tests":[178],"an":[180,188,205],"efficient,":[181],"non-intrusive":[182],"manner,":[183],"by":[184],"generating":[185],"signals":[186,203],"from":[187,204],"impulse":[189],"hammer":[190],"tapping":[191],"at":[192],"different":[193,210],"locations":[194],"on":[195,215],"specimen":[198],"measurement":[200],"response":[202],"accelerometer.":[206],"contains":[208],"two":[209],"machine":[211],"learning":[212],"pipelines":[213],"trained":[214],"resulting":[217],"time-series":[218],"data":[219],"with":[220],"accuracy":[221],"up":[223,230],"99%":[225],"defect":[227],"detection":[228],"100%":[232],"detecting":[234],"compaction.":[236],"reaches":[238],"MAPE":[240],"5%":[242],"monitoring":[244]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}