{"id":"https://openalex.org/W4403237172","doi":"https://doi.org/10.1002/qre.3667","title":"An artificial neural network approach for out\u2010of\u2010control stream identification in multiple stream processes","display_name":"An artificial neural network approach for out\u2010of\u2010control stream identification in multiple stream processes","publication_year":2024,"publication_date":"2024-10-07","ids":{"openalex":"https://openalex.org/W4403237172","doi":"https://doi.org/10.1002/qre.3667"},"language":"en","primary_location":{"id":"doi:10.1002/qre.3667","is_oa":true,"landing_page_url":"https://doi.org/10.1002/qre.3667","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/qre.3667","source":{"id":"https://openalex.org/S165633816","display_name":"Quality and Reliability Engineering International","issn_l":"0748-8017","issn":["0748-8017","1099-1638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quality and Reliability Engineering International","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/qre.3667","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089504187","display_name":"Antonio Lepore","orcid":"https://orcid.org/0000-0002-8739-5310"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Lepore","raw_affiliation_strings":["Department of Industrial Engineering University of Naples Federico II Naples Italy","Department of Industrial Engineering, University of Naples Federico II, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering University of Naples Federico II Naples Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"Department of Industrial Engineering, University of Naples Federico II, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088929000","display_name":"Biagio Palumbo","orcid":"https://orcid.org/0000-0003-1036-8127"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Biagio Palumbo","raw_affiliation_strings":["Department of Industrial Engineering University of Naples Federico II Naples Italy","Department of Industrial Engineering, University of Naples Federico II, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering University of Naples Federico II Naples Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"Department of Industrial Engineering, University of Naples Federico II, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060351613","display_name":"Gianluca Sposito","orcid":"https://orcid.org/0000-0002-4885-1635"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gianluca Sposito","raw_affiliation_strings":["Department of Industrial Engineering University of Naples Federico II Naples Italy","Department of Industrial Engineering, University of Naples Federico II, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering University of Naples Federico II Naples Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"Department of Industrial Engineering, University of Naples Federico II, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060351613"],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":{"value":4330,"currency":"USD","value_usd":4330},"apc_paid":null,"fwci":1.5837,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83734955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"41","issue":"1","first_page":"135","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7117099761962891},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6372265815734863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5506470203399658},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5059770941734314},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38310182094573975},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09576660394668579}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7117099761962891},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6372265815734863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5506470203399658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5059770941734314},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38310182094573975},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09576660394668579},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/qre.3667","is_oa":true,"landing_page_url":"https://doi.org/10.1002/qre.3667","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/qre.3667","source":{"id":"https://openalex.org/S165633816","display_name":"Quality and Reliability Engineering International","issn_l":"0748-8017","issn":["0748-8017","1099-1638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quality and Reliability Engineering International","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/qre.3667","is_oa":true,"landing_page_url":"https://doi.org/10.1002/qre.3667","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/qre.3667","source":{"id":"https://openalex.org/S165633816","display_name":"Quality and Reliability Engineering International","issn_l":"0748-8017","issn":["0748-8017","1099-1638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quality and Reliability Engineering International","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403237172.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W33893719","https://openalex.org/W66588809","https://openalex.org/W155240222","https://openalex.org/W163398912","https://openalex.org/W185029705","https://openalex.org/W592815935","https://openalex.org/W617782587","https://openalex.org/W634792251","https://openalex.org/W851000327","https://openalex.org/W1491117019","https://openalex.org/W1498436455","https://openalex.org/W1964117673","https://openalex.org/W1971735090","https://openalex.org/W1978994389","https://openalex.org/W2026418666","https://openalex.org/W2028519536","https://openalex.org/W2030013724","https://openalex.org/W2030751068","https://openalex.org/W2050251718","https://openalex.org/W2056503728","https://openalex.org/W2060309532","https://openalex.org/W2069810266","https://openalex.org/W2103496339","https://openalex.org/W2137983211","https://openalex.org/W2144326608","https://openalex.org/W2149772057","https://openalex.org/W2157121259","https://openalex.org/W2242464395","https://openalex.org/W2753717566","https://openalex.org/W2791739630","https://openalex.org/W3086850981","https://openalex.org/W3108099388","https://openalex.org/W3185659134","https://openalex.org/W4205562332","https://openalex.org/W4283767544","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Abstract":[0],"A":[1,153],"multiple":[2,146],"stream":[3,72],"process":[4,8,32],"(MSP)":[5],"is":[6,121,179],"a":[7,10,47,99,127],"at":[9,167],"point":[11],"in":[12,28,106,156,181],"time":[13],"that":[14,25],"generates":[15],"several":[16],"streams":[17,76,147],"of":[18,56,70,75,131,148,151,174],"output":[19],"with":[20],"quality":[21,149],"variables":[22,150],"and":[23,135,186],"specifications":[24],"are":[26,38],"identical":[27],"all":[29],"streams.":[30],"Statistical":[31],"control":[33],"(SPC)":[34],"schemes":[35],"for":[36,63,78,94,126],"MSPs":[37,64],"designed":[39],"to":[40],"issue":[41],"an":[42,79,87,112],"out\u2010of\u2010control":[43],"(OC)":[44],"signal":[45,114],"when":[46],"possible":[48],"change":[49],"occurs":[50],"from":[51],"the":[52,57,60,71,124,132,161,171,175,182,189],"in\u2010control":[53],"(IC)":[54],"state":[55],"process.":[58],"However,":[59],"SPM":[61],"literature":[62],"lacks":[65],"contributions":[66],"regarding":[67],"post\u2010hoc":[68],"identification":[69],"or":[73],"group":[74],"responsible":[77],"OC":[80,109,113],"signal.":[81],"In":[82],"this":[83,95,157],"article,":[84],"we":[85],"propose":[86],"artificial":[88],"neural":[89],"network":[90],"(NN)":[91],"specifically":[92],"trained":[93],"purpose":[96],"and,":[97],"through":[98],"Monte":[100],"Carlo":[101],"simulation,":[102],"show":[103],"its":[104],"superiority":[105],"correctly":[107,117],"identifying":[108],"streams,":[110],"since":[111],"has":[115],"been":[116],"issued.":[118],"The":[119],"research":[120],"motivated":[122],"by":[123],"need":[125],"post":[128],"hoc":[129],"diagnosis":[130],"heating,":[133],"ventilation,":[134],"air":[136],"conditioning":[137],"(HVAC)":[138],"systems":[139],"installed":[140],"on":[141,160,188],"modern":[142],"train":[143],"coaches,":[144],"generating":[145],"interest.":[152],"case":[154],"study":[155],"area":[158],"based":[159],"HVAC":[162],"data":[163],"(openly":[164],"available":[165],"online":[166],"https://github.com/unina\u2010sfere/NN4OCMSP":[168],")":[169],"illustrates":[170],"practical":[172],"applicability":[173],"proposed":[176],"approach,":[177],"which":[178],"implemented":[180],"Python":[183],"package":[184],"NN4OCMSP":[185],"published":[187],"PyPI":[190],"software":[191],"repository.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}