{"id":"https://openalex.org/W4244736411","doi":"https://doi.org/10.1109/wsc.2017.8248095","title":"A framework for selecting and evaluating process improvement projects using simulation and optimization techniques","display_name":"A framework for selecting and evaluating process improvement projects using simulation and optimization techniques","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W4244736411","doi":"https://doi.org/10.1109/wsc.2017.8248095"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2017.8248095","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8248095","pdf_url":null,"source":{"id":"https://openalex.org/S4363607803","display_name":"2017 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Winter Simulation Conference (WSC)","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/A5021017364","display_name":"Faisal Aqlan","orcid":"https://orcid.org/0000-0002-0695-5364"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Faisal Aqlan","raw_affiliation_strings":["Department of Industrial Engineering, Penn State University, Erie, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Penn State University, Erie, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003800865","display_name":"Sreekanth Ramakrishnan","orcid":"https://orcid.org/0000-0001-8788-5697"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sreekanth Ramakrishnan","raw_affiliation_strings":["Systems Client Experience IBM Corporation, San Jose, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Client Experience IBM Corporation, San Jose, CA, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048761976","display_name":"Lawrence Al-Fandi","orcid":"https://orcid.org/0000-0002-9997-2090"},"institutions":[{"id":"https://openalex.org/I2803079837","display_name":"American University of the Middle East","ror":"https://ror.org/02gqgne03","country_code":"KW","type":"education","lineage":["https://openalex.org/I2803079837"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Lawrence Al-Fandi","raw_affiliation_strings":["Industrial Engineering Department, American University of the Middle East, KUWAIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Engineering Department, American University of the Middle East, KUWAIT","institution_ids":["https://openalex.org/I2803079837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059416223","display_name":"Chanchal Saha","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091433","display_name":"Poughkeepsie Public Library District","ror":"https://ror.org/001vaag74","country_code":"US","type":"archive","lineage":["https://openalex.org/I4210091433"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chanchal Saha","raw_affiliation_strings":["IBM Corporation, Poughkeepsie, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Corporation, Poughkeepsie, NY, USA","institution_ids":["https://openalex.org/I4210091433"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3415,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83876501,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3840","last_page":"3851"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9976000189781189,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9976000189781189,"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/T10164","display_name":"Quality and Supply Management","score":0.9890999794006348,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.986299991607666,"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/lean-six-sigma","display_name":"Lean Six Sigma","score":0.7911137342453003},{"id":"https://openalex.org/keywords/six-sigma","display_name":"Six Sigma","score":0.7704528570175171},{"id":"https://openalex.org/keywords/business-process-reengineering","display_name":"Business process reengineering","score":0.7541476488113403},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6768249869346619},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6268815994262695},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5856543779373169},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.5782265663146973},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.5290094017982483},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5055878162384033},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.4476003646850586},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.436198890209198},{"id":"https://openalex.org/keywords/lean-manufacturing","display_name":"Lean manufacturing","score":0.42526137828826904},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.3205186128616333},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3029003143310547},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2661348581314087},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.253773957490921},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.21556544303894043},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.10483789443969727}],"concepts":[{"id":"https://openalex.org/C2778139897","wikidata":"https://www.wikidata.org/wiki/Q6509447","display_name":"Lean Six Sigma","level":4,"score":0.7911137342453003},{"id":"https://openalex.org/C23119410","wikidata":"https://www.wikidata.org/wiki/Q236908","display_name":"Six Sigma","level":3,"score":0.7704528570175171},{"id":"https://openalex.org/C29143872","wikidata":"https://www.wikidata.org/wiki/Q876690","display_name":"Business process reengineering","level":3,"score":0.7541476488113403},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6768249869346619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6268815994262695},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5856543779373169},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.5782265663146973},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.5290094017982483},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5055878162384033},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.4476003646850586},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.436198890209198},{"id":"https://openalex.org/C137335462","wikidata":"https://www.wikidata.org/wiki/Q380772","display_name":"Lean manufacturing","level":2,"score":0.42526137828826904},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.3205186128616333},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3029003143310547},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2661348581314087},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.253773957490921},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.21556544303894043},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.10483789443969727},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2017.8248095","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8248095","pdf_url":null,"source":{"id":"https://openalex.org/S4363607803","display_name":"2017 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1986290331","https://openalex.org/W1989210064","https://openalex.org/W2026190779","https://openalex.org/W2128176279","https://openalex.org/W2489792996","https://openalex.org/W2507684884","https://openalex.org/W2580752564","https://openalex.org/W2752957693","https://openalex.org/W4247534538","https://openalex.org/W6732090033"],"related_works":["https://openalex.org/W1598808617","https://openalex.org/W4285205217","https://openalex.org/W2295079537","https://openalex.org/W2808121504","https://openalex.org/W953697561","https://openalex.org/W181719207","https://openalex.org/W2007856464","https://openalex.org/W2772268001","https://openalex.org/W2027498238","https://openalex.org/W2238636028"],"abstract_inverted_index":{"Selection":[0],"of":[1,34,83],"process":[2,33,42,58,133],"improvement":[3,11,59,134],"initiatives":[4],"can":[5,124],"be":[6,125],"a":[7,38,114,118],"challenging":[8],"task.":[9],"Process":[10,29],"projects":[12,36,60],"usually":[13],"fall":[14],"into":[15,62],"the":[16,84,92,95,104,109,129],"following":[17],"categories:":[18],"Lean,":[19],"Six":[20,23],"Sigma,":[21,24],"Lean":[22],"Change":[25],"Management,":[26],"and":[27,68,97],"Business":[28],"Reengineering.":[30],"The":[31,87],"selection":[32],"these":[35],"is":[37],"multi-criteria":[39],"decision":[40],"making":[41],"which":[43],"involves":[44],"multiple":[45],"conflicting":[46],"objectives.":[47],"In":[48,71],"this":[49],"study,":[50],"we":[51,112],"develop":[52],"an":[53],"optimization":[54],"model":[55],"to":[56,80,127],"select":[57],"taking":[61],"consideration":[63],"resource":[64],"availability,":[65],"required":[66],"skills,":[67],"budget":[69],"constraints.":[70],"addition,":[72],"discrete":[73],"event":[74],"simulation":[75],"(DES)":[76],"models":[77,89],"are":[78],"developed":[79],"evaluate":[81],"some":[82],"selected":[85,105],"projects.":[86,106,135],"DES":[88],"account":[90],"for":[91,99],"uncertainty":[93],"in":[94],"system":[96],"allow":[98],"performing":[100],"scenario":[101],"analysis":[102],"on":[103,131],"To":[107],"validate":[108],"proposed":[110],"approach,":[111],"provide":[113],"case":[115],"study":[116],"from":[117],"high-end":[119],"server":[120],"manufacturing":[121],"environment.":[122],"Results":[123],"used":[126],"enhance":[128],"decisions":[130],"selecting":[132]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}