{"id":"https://openalex.org/W3034398651","doi":"https://doi.org/10.1080/01605682.2020.1779622","title":"Assessing operational complexity of manufacturing systems based on algorithmic complexity of key performance indicator time-series","display_name":"Assessing operational complexity of manufacturing systems based on algorithmic complexity of key performance indicator time-series","publication_year":2020,"publication_date":"2020-07-03","ids":{"openalex":"https://openalex.org/W3034398651","doi":"https://doi.org/10.1080/01605682.2020.1779622","mag":"3034398651"},"language":"en","primary_location":{"id":"doi:10.1080/01605682.2020.1779622","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01605682.2020.1779622","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research-information.bris.ac.uk/ws/files/243121066/AAM_JORS.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000439353","display_name":"Bu\u011fra Alkan","orcid":"https://orcid.org/0000-0002-5994-4351"},"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":true,"raw_author_name":"Bugra Alkan","raw_affiliation_strings":["University of Bristol, Bristol, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-5994-4351","affiliations":[{"raw_affiliation_string":"University of Bristol, Bristol, United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052396839","display_name":"Seth Bullock","orcid":"https://orcid.org/0000-0003-4371-5965"},"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":"Seth Bullock","raw_affiliation_strings":["University of Bristol, Bristol, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bristol, Bristol, United Kingdom","institution_ids":["https://openalex.org/I36234482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5000439353"],"corresponding_institution_ids":["https://openalex.org/I36234482"],"apc_list":null,"apc_paid":null,"fwci":3.2998,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.92283412,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"72","issue":"10","first_page":"2241","last_page":"2255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9865999817848206,"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"}},"topics":[{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9865999817848206,"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"}},{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9749000072479248,"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/T14143","display_name":"Economic and Technological Innovation","score":0.9271000027656555,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6531273126602173},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6467071175575256},{"id":"https://openalex.org/keywords/complexity-management","display_name":"Complexity management","score":0.6047694087028503},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5456831455230713},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5230209231376648},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.44941601157188416},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3929326832294464},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.28756675124168396},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18204376101493835},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1304728090763092}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6531273126602173},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6467071175575256},{"id":"https://openalex.org/C57936825","wikidata":"https://www.wikidata.org/wiki/Q1780925","display_name":"Complexity management","level":2,"score":0.6047694087028503},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5456831455230713},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5230209231376648},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.44941601157188416},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3929326832294464},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28756675124168396},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18204376101493835},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1304728090763092},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/01605682.2020.1779622","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01605682.2020.1779622","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},{"id":"pmh:oai:research-information.bris.ac.uk:publications/9f88348c-1e1d-4c07-87fa-2786a2caac67","is_oa":true,"landing_page_url":"https://hdl.handle.net/1983/9f88348c-1e1d-4c07-87fa-2786a2caac67","pdf_url":"https://research-information.bris.ac.uk/ws/files/243121066/AAM_JORS.pdf","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Alkan, B & Bullock, S 2020, 'Assessing operational complexity of manufacturing systems based on algorithmic complexity of key performance indicator time-series', Journal of the Operational Research Society. https://doi.org/10.1080/01605682.2020.1779622","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:research-information.bris.ac.uk:publications/9f88348c-1e1d-4c07-87fa-2786a2caac67","is_oa":true,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/9f88348c-1e1d-4c07-87fa-2786a2caac67","pdf_url":"https://research-information.bris.ac.uk/ws/files/243121066/AAM_JORS.pdf","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:RePEc:taf:tjorxx:v:72:y:2021:i:10:p:2241-2255","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/01605682.2020.1779622","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":{"id":"pmh:oai:research-information.bris.ac.uk:publications/9f88348c-1e1d-4c07-87fa-2786a2caac67","is_oa":true,"landing_page_url":"https://hdl.handle.net/1983/9f88348c-1e1d-4c07-87fa-2786a2caac67","pdf_url":"https://research-information.bris.ac.uk/ws/files/243121066/AAM_JORS.pdf","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Alkan, B & Bullock, S 2020, 'Assessing operational complexity of manufacturing systems based on algorithmic complexity of key performance indicator time-series', Journal of the Operational Research Society. https://doi.org/10.1080/01605682.2020.1779622","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3034398651.pdf","grobid_xml":"https://content.openalex.org/works/W3034398651.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W136910989","https://openalex.org/W226955386","https://openalex.org/W1482506225","https://openalex.org/W1522237958","https://openalex.org/W1530229671","https://openalex.org/W1590411242","https://openalex.org/W1963685138","https://openalex.org/W1964000773","https://openalex.org/W1968914035","https://openalex.org/W1970554218","https://openalex.org/W1971062676","https://openalex.org/W1974976825","https://openalex.org/W1977615747","https://openalex.org/W1987189439","https://openalex.org/W1997999099","https://openalex.org/W2000912463","https://openalex.org/W2007167492","https://openalex.org/W2011567425","https://openalex.org/W2015224446","https://openalex.org/W2022352320","https://openalex.org/W2022370056","https://openalex.org/W2024208259","https://openalex.org/W2025792095","https://openalex.org/W2026373502","https://openalex.org/W2026913714","https://openalex.org/W2033574763","https://openalex.org/W2034880704","https://openalex.org/W2036775989","https://openalex.org/W2038282818","https://openalex.org/W2039032141","https://openalex.org/W2043370546","https://openalex.org/W2052526398","https://openalex.org/W2055429674","https://openalex.org/W2056882696","https://openalex.org/W2057086256","https://openalex.org/W2063823045","https://openalex.org/W2065399945","https://openalex.org/W2069519135","https://openalex.org/W2070875745","https://openalex.org/W2071326715","https://openalex.org/W2072044896","https://openalex.org/W2072490952","https://openalex.org/W2073337905","https://openalex.org/W2073875749","https://openalex.org/W2077770566","https://openalex.org/W2092121643","https://openalex.org/W2097752350","https://openalex.org/W2099111195","https://openalex.org/W2137478377","https://openalex.org/W2210387432","https://openalex.org/W2295854704","https://openalex.org/W2345353349","https://openalex.org/W2394386487","https://openalex.org/W2399143224","https://openalex.org/W2418182109","https://openalex.org/W2469384225","https://openalex.org/W2592163540","https://openalex.org/W2592453717","https://openalex.org/W2770979082","https://openalex.org/W2771491891","https://openalex.org/W2797664413","https://openalex.org/W2798056406","https://openalex.org/W2901039402","https://openalex.org/W2920082683","https://openalex.org/W2938148140","https://openalex.org/W2956063938","https://openalex.org/W2962728873","https://openalex.org/W2972571727","https://openalex.org/W2978725006","https://openalex.org/W3003827758","https://openalex.org/W3217806404","https://openalex.org/W4247648349","https://openalex.org/W4292081177"],"related_works":["https://openalex.org/W1919101720","https://openalex.org/W2140798747","https://openalex.org/W2948169060","https://openalex.org/W2730112582","https://openalex.org/W4390822878","https://openalex.org/W2358580169","https://openalex.org/W96888382","https://openalex.org/W2041308758","https://openalex.org/W4386126592","https://openalex.org/W2068750653"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"an":[3],"approach":[4],"to":[5,54],"the":[6,15,56,63],"assessment":[7],"of":[8,44],"operational":[9,72,77],"manufacturing":[10,19,50],"systems":[11,51],"complexity":[12,29,34],"based":[13],"on":[14],"irregularities":[16],"hidden":[17],"in":[18,69],"key":[20],"performance":[21],"indicator":[22],"time-series":[23],"by":[24],"employing":[25],"three":[26],"complementary":[27],"algorithmic":[28],"measures:":[30],"Kolmogorov":[31,33,40],"complexity,":[32,74],"spectrum\u2019s":[35],"highest":[36],"value":[37],"and":[38],"overall":[39],"complexity.":[41],"A":[42],"series":[43],"computer":[45],"simulations":[46],"derived":[47],"from":[48],"discrete":[49],"are":[52],"used":[53,68],"investigate":[55],"measures\u2019":[57],"potentiality.":[58],"The":[59],"results":[60],"showed":[61],"that":[62],"presented":[64],"measures":[65],"can":[66],"be":[67],"quantitatively":[70],"identifying":[71],"system":[73],"thereby":[75],"supporting":[76],"shop-floor":[78],"decision-making":[79],"activities.":[80]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
