{"id":"https://openalex.org/W4403497542","doi":"https://doi.org/10.1007/s43684-024-00079-5","title":"Life cycle assessment of metal powder production: a Bayesian stochastic Kriging model-based autonomous estimation","display_name":"Life cycle assessment of metal powder production: a Bayesian stochastic Kriging model-based autonomous estimation","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4403497542","doi":"https://doi.org/10.1007/s43684-024-00079-5"},"language":"en","primary_location":{"id":"doi:10.1007/s43684-024-00079-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43684-024-00079-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s43684-024-00079-5.pdf","source":{"id":"https://openalex.org/S4210227358","display_name":"Autonomous Intelligent Systems","issn_l":"2730-616X","issn":["2730-616X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Autonomous Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s43684-024-00079-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Haibo Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I4210160779","display_name":"Institute of New Materials","ror":"https://ror.org/04s8x9847","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210142748","https://openalex.org/I4210160779"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibo Xiao","raw_affiliation_strings":["Peshing New Metal (Changzhou) Co., LTD., Changzhou, 213245, China","State Key Laboratory of Powder Metallurgy, Central South University, Changsha, 410083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peshing New Metal (Changzhou) Co., LTD., Changzhou, 213245, China","institution_ids":["https://openalex.org/I4210160779"]},{"raw_affiliation_string":"State Key Laboratory of Powder Metallurgy, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108957872","display_name":"Baoyun Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoyun Gao","raw_affiliation_strings":["Department of Mechanical Engineering, Shantou University, Shantou, 515063, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Shantou University, Shantou, 515063, China","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053544927","display_name":"Shaohan Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shoukang Yu","raw_affiliation_strings":["Department of Mechanical Engineering, Shantou University, Shantou, 515063, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Shantou University, Shantou, 515063, China","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100395471","display_name":"Bin Liu","orcid":"https://orcid.org/0000-0002-1072-6601"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Liu","raw_affiliation_strings":["State Key Laboratory of Powder Metallurgy, Central South University, Changsha, 410083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Powder Metallurgy, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029207593","display_name":"Sheng Cao","orcid":"https://orcid.org/0000-0002-6418-8925"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Cao","raw_affiliation_strings":["Institute of Advanced Wear & Corrosion Resistant and Functional Materials, College of Chemistry and Materials Science, Jinan University, Guangzhou, 510632, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Advanced Wear & Corrosion Resistant and Functional Materials, College of Chemistry and Materials Science, Jinan University, Guangzhou, 510632, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032731281","display_name":"Shitong Peng","orcid":"https://orcid.org/0000-0002-8490-8985"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shitong Peng","raw_affiliation_strings":["Department of Mechanical Engineering, Shantou University, Shantou, 515063, China"],"raw_orcid":"https://orcid.org/0000-0002-8490-8985","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Shantou University, Shantou, 515063, China","institution_ids":["https://openalex.org/I32574673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032731281","https://openalex.org/A5100395471"],"corresponding_institution_ids":["https://openalex.org/I139660479","https://openalex.org/I32574673"],"apc_list":null,"apc_paid":null,"fwci":3.1804,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9210967,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"4","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.8766999840736389,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.8766999840736389,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.8733000159263611,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10435","display_name":"Environmental Impact and Sustainability","score":0.8662999868392944,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.6801620721817017},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.6292189359664917},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.6008925437927246},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5129932761192322},{"id":"https://openalex.org/keywords/bayes-estimator","display_name":"Bayes estimator","score":0.4657500684261322},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4624626338481903},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.43934208154678345},{"id":"https://openalex.org/keywords/life-cycle-assessment","display_name":"Life-cycle assessment","score":0.42616671323776245},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.38796159625053406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.382437139749527},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3013008236885071},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2061862349510193},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.17713305354118347},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.06263485550880432}],"concepts":[{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.6801620721817017},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6292189359664917},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6008925437927246},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5129932761192322},{"id":"https://openalex.org/C68022304","wikidata":"https://www.wikidata.org/wiki/Q842217","display_name":"Bayes estimator","level":3,"score":0.4657500684261322},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4624626338481903},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.43934208154678345},{"id":"https://openalex.org/C2778706760","wikidata":"https://www.wikidata.org/wiki/Q581950","display_name":"Life-cycle assessment","level":3,"score":0.42616671323776245},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.38796159625053406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.382437139749527},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3013008236885071},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2061862349510193},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.17713305354118347},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.06263485550880432},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s43684-024-00079-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43684-024-00079-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s43684-024-00079-5.pdf","source":{"id":"https://openalex.org/S4210227358","display_name":"Autonomous Intelligent Systems","issn_l":"2730-616X","issn":["2730-616X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Autonomous Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b050bbf9d3034724bc38facad9dc15cc","is_oa":true,"landing_page_url":"https://doaj.org/article/b050bbf9d3034724bc38facad9dc15cc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Autonomous Intelligent Systems, Vol 4, Iss 1, Pp 1-14 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s43684-024-00079-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43684-024-00079-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s43684-024-00079-5.pdf","source":{"id":"https://openalex.org/S4210227358","display_name":"Autonomous Intelligent Systems","issn_l":"2730-616X","issn":["2730-616X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Autonomous Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G2761791959","display_name":null,"funder_award_id":"52305544","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403497542.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W2006418361","https://openalex.org/W2019931483","https://openalex.org/W2048026800","https://openalex.org/W2053156622","https://openalex.org/W2094098722","https://openalex.org/W2100038264","https://openalex.org/W2125522026","https://openalex.org/W2130416410","https://openalex.org/W2269084860","https://openalex.org/W2509378703","https://openalex.org/W2564630286","https://openalex.org/W2565505349","https://openalex.org/W2570740944","https://openalex.org/W2592690257","https://openalex.org/W2732268205","https://openalex.org/W2766063974","https://openalex.org/W2807361800","https://openalex.org/W2888411961","https://openalex.org/W2903938738","https://openalex.org/W2965910109","https://openalex.org/W2979509981","https://openalex.org/W2986453806","https://openalex.org/W3010333248","https://openalex.org/W3016471417","https://openalex.org/W3049211288","https://openalex.org/W3109482540","https://openalex.org/W3150130873","https://openalex.org/W3192889432","https://openalex.org/W3199552993","https://openalex.org/W3200735707","https://openalex.org/W4214784255","https://openalex.org/W4238649498","https://openalex.org/W4280584021","https://openalex.org/W4313522479","https://openalex.org/W4328126029","https://openalex.org/W4365513871","https://openalex.org/W4366316337"],"related_works":["https://openalex.org/W2368707535","https://openalex.org/W2352325302","https://openalex.org/W2114728125","https://openalex.org/W2914214844","https://openalex.org/W4220780651","https://openalex.org/W2350447072","https://openalex.org/W30733840","https://openalex.org/W2495884403","https://openalex.org/W2388260686","https://openalex.org/W3122803093"],"abstract_inverted_index":{"Abstract":[0],"Metal":[1],"powder":[2,46,67,97,174,185,194,247],"contributes":[3],"to":[4,29,52,114],"the":[5,39,61,93,116,120,127,136,150,158,171,179,240],"environmental":[6,26,94,142,161,180],"burdens":[7],"of":[8,18,24,41,74,96,130,138,155,182,191,217,233,246],"additive":[9],"manufacturing":[10],"(AM)":[11],"substantially.":[12],"Current":[13],"life":[14],"cycle":[15],"assessments":[16],"(LCAs)":[17],"metal":[19,45,66,103],"powders":[20],"present":[21],"considerable":[22],"variations":[23],"lifecycle":[25,160,197],"inventory":[27],"due":[28],"process":[30],"divergence,":[31],"spatial":[32],"heterogeneity,":[33],"or":[34],"temporal":[35],"fluctuation.":[36],"Most":[37],"importantly,":[38],"amounts":[40],"LCA":[42,73],"studies":[43],"on":[44,60,144],"are":[47,200],"limited":[48],"and":[49,76,82,99,133,195,224,243],"primarily":[50],"confined":[51],"partial":[53],"material":[54],"types.":[55],"To":[56],"this":[57,69],"end,":[58],"based":[59],"data":[62,132,143,231],"surveyed":[63,173],"from":[64],"a":[65,109],"supplier,":[68],"study":[70,229],"conducted":[71],"an":[72],"titanium":[75,183],"nickel":[77,192],"alloy":[78,184,193],"produced":[79],"by":[80,102],"electrode-inducted":[81],"vacuum-inducted":[83],"melting":[84],"gas":[85,121,145,237],"atomization,":[86],"respectively.":[87],"Given":[88],"that":[89,190],"energy":[90,117,152,218,234],"consumption":[91,118,219,235],"dominates":[92],"burden":[95],"production":[98,175],"is":[100,186],"influenced":[101],"materials\u2019":[104],"physical":[105,241],"properties,":[106],"we":[107],"proposed":[108,208],"Bayesian":[110,209],"stochastic":[111,210,225],"Kriging":[112,211,223,226],"model":[113,125,212],"estimate":[115],"during":[119,236],"atomization":[122,146,238],"process.":[123],"This":[124,228],"considered":[126],"inherent":[128],"uncertainties":[129],"training":[131],"adaptively":[134],"updated":[135],"parameters":[137],"interest":[139],"when":[140],"new":[141],"were":[147],"available.":[148],"With":[149],"predicted":[151],"use":[153],"information":[154],"specific":[156],"powder,":[157],"corresponding":[159],"impacts":[162],"can":[163],"be":[164],"further":[165],"autonomously":[166],"estimated":[167],"in":[168],"conjunction":[169],"with":[170,221],"other":[172],"stages.":[176],"Results":[177],"indicated":[178],"impact":[181],"slightly":[187],"higher":[188],"than":[189],"their":[196],"carbon":[198],"emissions":[199],"around":[201],"20":[202],"kg":[203],"CO":[204],"2":[205],"equivalency.":[206],"The":[207],"showed":[213],"more":[214],"accurate":[215],"predictions":[216],"compared":[220],"conventional":[222],"models.":[227],"enables":[230],"imputation":[232],"given":[239],"properties":[242],"producing":[244],"technique":[245],"materials.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
