{"id":"https://openalex.org/W2158331863","doi":"https://doi.org/10.1109/acc.2005.1469932","title":"Towards control-relevant forecasting in supply chain management","display_name":"Towards control-relevant forecasting in supply chain management","publication_year":2005,"publication_date":"2005-08-10","ids":{"openalex":"https://openalex.org/W2158331863","doi":"https://doi.org/10.1109/acc.2005.1469932","mag":"2158331863"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2005.1469932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2005.1469932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2005, American Control Conference, 2005.","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084127850","display_name":"Jay D. Schwartz","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"J.D. Schwartz","raw_affiliation_strings":["Control Systems Engineering Laboratory, Department of Chemical and Materials Engineering, Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Control Systems Engineering Laboratory, Department of Chemical and Materials Engineering, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067879371","display_name":"Daniel E. Rivera","orcid":"https://orcid.org/0000-0002-3141-0577"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D.E. Rivera","raw_affiliation_strings":["Control Systems Engineering Laboratory, Department of Chemical and Materials Engineering, Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Control Systems Engineering Laboratory, Department of Chemical and Materials Engineering, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019212796","display_name":"Karl G. Kempf","orcid":"https://orcid.org/0000-0001-9860-5419"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K.G. Kempf","raw_affiliation_strings":["Decision Technologies, Intel Corporation, Chandler, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Decision Technologies, Intel Corporation, Chandler, AZ, USA","institution_ids":["https://openalex.org/I1343180700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084127850"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":0.4814,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73642674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"27","issue":null,"first_page":"202","last_page":"207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9858999848365784,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9778000116348267,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.7008714079856873},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6851832270622253},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6523508429527283},{"id":"https://openalex.org/keywords/inventory-control","display_name":"Inventory control","score":0.5876078009605408},{"id":"https://openalex.org/keywords/bullwhip-effect","display_name":"Bullwhip effect","score":0.5094617009162903},{"id":"https://openalex.org/keywords/internal-model","display_name":"Internal model","score":0.48492151498794556},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.45999109745025635},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.44133085012435913},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4323098361492157},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4230846166610718},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41089364886283875},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.40065914392471313},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3685956597328186},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.2670048475265503},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1787208616733551},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13032832741737366}],"concepts":[{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.7008714079856873},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6851832270622253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6523508429527283},{"id":"https://openalex.org/C117938511","wikidata":"https://www.wikidata.org/wiki/Q3634830","display_name":"Inventory control","level":2,"score":0.5876078009605408},{"id":"https://openalex.org/C178595485","wikidata":"https://www.wikidata.org/wiki/Q1343909","display_name":"Bullwhip effect","level":4,"score":0.5094617009162903},{"id":"https://openalex.org/C28427503","wikidata":"https://www.wikidata.org/wiki/Q13580300","display_name":"Internal model","level":3,"score":0.48492151498794556},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.45999109745025635},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.44133085012435913},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4323098361492157},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4230846166610718},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41089364886283875},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.40065914392471313},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3685956597328186},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.2670048475265503},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1787208616733551},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13032832741737366},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2005.1469932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2005.1469932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2005, American Control Conference, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W203276351","https://openalex.org/W1604822211","https://openalex.org/W1972328286","https://openalex.org/W1979761486","https://openalex.org/W2064076655","https://openalex.org/W2076019097","https://openalex.org/W2134911329","https://openalex.org/W2146070279","https://openalex.org/W2169940209","https://openalex.org/W4248560137","https://openalex.org/W6681624887"],"related_works":["https://openalex.org/W2148854772","https://openalex.org/W2175035190","https://openalex.org/W1798278584","https://openalex.org/W2566217276","https://openalex.org/W2135906287","https://openalex.org/W2008577837","https://openalex.org/W2591869377","https://openalex.org/W2407470196","https://openalex.org/W2078700485","https://openalex.org/W2132459340"],"abstract_inverted_index":{"The":[0,27],"focus":[1],"of":[2,9,22,59,74],"this":[3],"paper":[4],"is":[5,30,65,81,91,109,144],"understanding":[6],"the":[7,57,72,103,112,140],"effects":[8],"demand":[10,28,142],"forecast":[11,29,50,75],"error":[12,51,60],"on":[13,137],"a":[14,19,23,38],"tactical":[15],"decision":[16],"policy":[17],"for":[18,70],"single":[20],"node":[21],"manufacturing":[24],"supply":[25],"chain.":[26],"treated":[31],"as":[32],"an":[33,78,95],"external":[34],"measured":[35],"disturbance":[36],"in":[37,55,61,77],"multi-degree-of-freedom":[39],"feedback-feedforward":[40],"internal":[41],"model":[42],"control":[43,47],"(IMC)":[44],"based":[45],"inventory":[46,105],"system.":[48],"Because":[49],"will":[52],"be":[53,117],"multifrequency":[54],"nature,":[56],"effect":[58,73],"different":[62],"frequency":[63],"regimes":[64],"examined.":[66],"A":[67,83],"mathematical":[68],"framework":[69],"evaluating":[71],"revisions":[76],"IMC":[79],"controller":[80,106],"developed.":[82],"simultaneous":[84],"perturbation":[85],"stochastic":[86],"approximation":[87],"(SPSA)":[88],"optimization":[89],"algorithm":[90],"implemented":[92],"to":[93,126,129],"develop":[94],"optimal":[96],"tuning":[97],"strategy":[98],"under":[99],"these":[100],"conditions.":[101],"For":[102],"IMC-based":[104],"presented":[107],"it":[108],"concluded":[110],"that":[111],"most":[113],"desirable":[114],"performance":[115],"may":[116],"obtained":[118],"by":[119],"acting":[120],"cautiously":[121],"(e.g.":[122],"implementing":[123],"small":[124],"changes":[125],"factory":[127],"starts)":[128],"initial":[130],"forecasts":[131],"and":[132],"gradually":[133],"becoming":[134],"more":[135],"aggressive":[136],"starts":[138],"until":[139],"actual":[141],"change":[143],"realized.":[145]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
