{"id":"https://openalex.org/W4402592746","doi":"https://doi.org/10.1109/access.2024.3463531","title":"A Systematic Review of Optimization Approaches Employed in Digital Warehousing Transformation","display_name":"A Systematic Review of Optimization Approaches Employed in Digital Warehousing Transformation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402592746","doi":"https://doi.org/10.1109/access.2024.3463531"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3463531","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3463531","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3463531","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061344224","display_name":"Nadin Alherimi","orcid":"https://orcid.org/0000-0001-7895-9690"},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Nadin Alherimi","raw_affiliation_strings":["Department of Industrial Engineering, American University of Sharjah, Sharjah, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-7895-9690","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, American University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I199440890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078536813","display_name":"Afef Saihi","orcid":"https://orcid.org/0000-0002-3664-8664"},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Afef Saihi","raw_affiliation_strings":["Department of Industrial Engineering, American University of Sharjah, Sharjah, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-3664-8664","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, American University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I199440890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082568922","display_name":"Mohamed Ben\u2010Daya","orcid":"https://orcid.org/0000-0002-1112-395X"},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohamed Ben-Daya","raw_affiliation_strings":["Department of Industrial Engineering, American University of Sharjah, Sharjah, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, American University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I199440890"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I199440890"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.3439,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.88530466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"145809","last_page":"145831"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9994999766349792,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9912999868392944,"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/T12176","display_name":"Optimization and Packing Problems","score":0.9702000021934509,"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/computer-science","display_name":"Computer science","score":0.6906275153160095},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5760242938995361},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.5371390581130981},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.42208629846572876},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19679483771324158},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13417783379554749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6906275153160095},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5760242938995361},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.5371390581130981},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.42208629846572876},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19679483771324158},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13417783379554749},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3463531","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3463531","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5311bd0bb89744fa8ccf6f0fafaf1e27","is_oa":true,"landing_page_url":"https://doaj.org/article/5311bd0bb89744fa8ccf6f0fafaf1e27","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":"IEEE Access, Vol 12, Pp 145809-145831 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3463531","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3463531","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G6642569015","display_name":null,"funder_award_id":"FRG24-C-E65","funder_id":"https://openalex.org/F4320321430","funder_display_name":"American University of Sharjah"}],"funders":[{"id":"https://openalex.org/F4320321430","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":142,"referenced_works":["https://openalex.org/W1471578414","https://openalex.org/W1499678631","https://openalex.org/W1514685314","https://openalex.org/W1602926128","https://openalex.org/W2012872133","https://openalex.org/W2070854196","https://openalex.org/W2075252618","https://openalex.org/W2087823764","https://openalex.org/W2101080959","https://openalex.org/W2105103777","https://openalex.org/W2126015197","https://openalex.org/W2128970394","https://openalex.org/W2205102597","https://openalex.org/W2283340576","https://openalex.org/W2321994625","https://openalex.org/W2486296320","https://openalex.org/W2515724774","https://openalex.org/W2565439150","https://openalex.org/W2610701322","https://openalex.org/W2769516502","https://openalex.org/W2774811073","https://openalex.org/W2787687261","https://openalex.org/W2810094722","https://openalex.org/W2887625145","https://openalex.org/W2888842375","https://openalex.org/W2888886847","https://openalex.org/W2890069560","https://openalex.org/W2897295935","https://openalex.org/W2903322333","https://openalex.org/W2905150423","https://openalex.org/W2916545644","https://openalex.org/W2940912507","https://openalex.org/W2942654566","https://openalex.org/W2952367389","https://openalex.org/W2970026324","https://openalex.org/W2974280695","https://openalex.org/W2978435286","https://openalex.org/W2981012564","https://openalex.org/W2982244477","https://openalex.org/W2982689699","https://openalex.org/W2989745671","https://openalex.org/W2993427393","https://openalex.org/W2998601093","https://openalex.org/W3004686287","https://openalex.org/W3008944235","https://openalex.org/W3014783856","https://openalex.org/W3018001510","https://openalex.org/W3023967231","https://openalex.org/W3036426691","https://openalex.org/W3079592479","https://openalex.org/W3090984874","https://openalex.org/W3095172635","https://openalex.org/W3097854837","https://openalex.org/W3106997457","https://openalex.org/W3111519559","https://openalex.org/W3115434137","https://openalex.org/W3116191490","https://openalex.org/W3121008110","https://openalex.org/W3121302019","https://openalex.org/W3125055412","https://openalex.org/W3125505924","https://openalex.org/W3127419729","https://openalex.org/W3127942406","https://openalex.org/W3128384888","https://openalex.org/W3128547943","https://openalex.org/W3130546063","https://openalex.org/W3134239171","https://openalex.org/W3148561337","https://openalex.org/W3151440080","https://openalex.org/W3155489801","https://openalex.org/W3161900947","https://openalex.org/W3181124099","https://openalex.org/W3182165594","https://openalex.org/W3193444724","https://openalex.org/W3196916696","https://openalex.org/W3198492422","https://openalex.org/W3207216600","https://openalex.org/W3209783979","https://openalex.org/W3211269074","https://openalex.org/W3214159365","https://openalex.org/W4200619444","https://openalex.org/W4210975713","https://openalex.org/W4213057663","https://openalex.org/W4213179225","https://openalex.org/W4220997130","https://openalex.org/W4221076603","https://openalex.org/W4221111589","https://openalex.org/W4223974674","https://openalex.org/W4224293988","https://openalex.org/W4224990216","https://openalex.org/W4237071853","https://openalex.org/W4250396759","https://openalex.org/W4251536478","https://openalex.org/W4280526449","https://openalex.org/W4281895531","https://openalex.org/W4282823140","https://openalex.org/W4282968110","https://openalex.org/W4285146297","https://openalex.org/W4285292569","https://openalex.org/W4285409099","https://openalex.org/W4294672825","https://openalex.org/W4296143942","https://openalex.org/W4298009668","https://openalex.org/W4308868305","https://openalex.org/W4309483655","https://openalex.org/W4312408383","https://openalex.org/W4312995421","https://openalex.org/W4313123429","https://openalex.org/W4313185077","https://openalex.org/W4313531156","https://openalex.org/W4313549404","https://openalex.org/W4313890155","https://openalex.org/W4315777894","https://openalex.org/W4319068846","https://openalex.org/W4323058044","https://openalex.org/W4324119508","https://openalex.org/W4324324686","https://openalex.org/W4360996108","https://openalex.org/W4362698953","https://openalex.org/W4365453355","https://openalex.org/W4366550296","https://openalex.org/W4366988861","https://openalex.org/W4367663209","https://openalex.org/W4372215490","https://openalex.org/W4372317385","https://openalex.org/W4376623305","https://openalex.org/W4378717025","https://openalex.org/W4378904489","https://openalex.org/W4379113265","https://openalex.org/W4382877045","https://openalex.org/W4383108566","https://openalex.org/W4384521487","https://openalex.org/W4385234345","https://openalex.org/W4385429866","https://openalex.org/W4385785893","https://openalex.org/W4386286733","https://openalex.org/W4389047468","https://openalex.org/W4389355602","https://openalex.org/W4390710079","https://openalex.org/W4391360623","https://openalex.org/W4393079520","https://openalex.org/W6619951858"],"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/W3113483414","https://openalex.org/W3128162709","https://openalex.org/W3022432941"],"abstract_inverted_index":{"Digital":[0,60],"transformation":[1,79,235],"of":[2,18,22,65,87,112,206,233,268,275,293],"warehousing":[3,88,297],"is":[4],"revolutionizing":[5],"operations":[6],"by":[7,134],"integrating":[8],"advanced":[9],"technologies.":[10],"Automated":[11],"Guided":[12],"Vehicles":[13],"(AGVs)":[14],"optimize":[15],"the":[16,52,81,90,98,110,126,194,199,203,227,252,266,273,291],"movement":[17],"goods,":[19],"while":[20],"Internet":[21],"Things":[23],"(IoT)":[24],"enhances":[25,47],"connectivity":[26],"and":[27,38,42,49,57,69,74,84,105,129,154,186,215,230,241,272,278,289,303],"data":[28],"collection":[29],"for":[30,67,102,225,261,286],"improved":[31,75],"decision-making.":[32],"Robots":[33],"automate":[34],"tasks":[35],"like":[36],"picking":[37,178],"packing,":[39],"increasing":[40,82],"efficiency":[41],"reducing":[43,58],"errors.":[44],"Blockchain":[45],"technology":[46],"transparency":[48],"traceability":[50],"in":[51,89,115,147,170,177,183,190,209,212],"supply":[53],"chain,":[54],"building":[55],"trust":[56],"fraud.":[59],"twins":[61],"create":[62],"virtual":[63],"replicas":[64],"warehouses":[66],"simulation":[68],"optimization,":[70],"enabling":[71],"proactive":[72],"problem-solving":[73],"resource":[76],"allocation.":[77],"Such":[78],"addresses":[80],"complexity":[83],"dynamic":[85,264],"nature":[86],"modern":[91],"marketplace.":[92],"This":[93,280],"systematic":[94],"literature":[95],"review,":[96],"following":[97],"Preferred":[99],"Reporting":[100],"Items":[101],"Systematic":[103],"Reviews":[104],"Meta-Analyses":[106],"(PRISMA)":[107],"framework,":[108],"investigates":[109],"role":[111],"optimization":[113,258,274,301],"models":[114],"this":[116],"digital":[117,207,234],"shift":[118],"from":[119],"2010":[120],"to":[121,198,254,263,295],"2023.":[122],"The":[123,164,244],"findings":[124,195],"highlight":[125],"crucial":[127,223],"enhancements":[128],"practical":[130],"implications":[131,205],"brought":[132],"about":[133],"these":[135],"technologies,":[136],"showcasing":[137],"their":[138],"impact":[139],"on":[140,202,217],"streamlining":[141],"operations.":[142],"These":[143],"improvements":[144],"include":[145],"advancements":[146],"path":[148],"planning,":[149],"task":[150],"allocation,":[151],"inventory":[152],"management":[153],"storage":[155],"assignment":[156],"which":[157,221],"significantly":[158],"enhance":[159],"operational":[160],"effectiveness":[161],"within":[162],"warehousing.":[163],"results":[165],"demonstrate":[166],"a":[167,174,180,187,283],"25-30%":[168],"increase":[169,182],"perishable":[171],"food":[172],"freshness,":[173],"10%":[175],"reduction":[176],"time,":[179],"14.8%":[181],"space":[184],"utilization,":[185],"9.95%":[188],"decrease":[189],"total":[191],"costs.":[192],"Moreover,":[193],"call":[196],"attention":[197],"insufficient":[200],"analysis":[201],"economic":[204],"transformations":[208],"warehousing,":[210],"notably":[211],"cost":[213],"reductions":[214],"Return":[216],"Investment":[218],"(ROI)":[219],"evaluations":[220],"are":[222],"metrics":[224],"evaluating":[226],"financial":[228],"success":[229],"wider":[231],"benefits":[232],"initiatives,":[236],"such":[237],"as":[238],"customer":[239],"satisfaction":[240],"revenue":[242],"growth.":[243],"review":[245,281],"also":[246],"identifies":[247],"critical":[248],"research":[249,288],"gaps,":[250],"including":[251],"need":[253],"incorporate":[255],"sustainability":[256],"into":[257],"models,":[259],"strategies":[260,302],"adapting":[262],"environments,":[265],"exploration":[267],"collaborative":[269],"robots":[270],"(cobots),":[271],"reverse":[276],"logistics":[277],"returns.":[279],"provides":[282],"comprehensive":[284],"foundation":[285],"future":[287],"emphasizes":[290],"potential":[292],"digitalization":[294],"revolutionize":[296],"practices":[298],"through":[299],"innovative":[300],"real-world":[304],"applications.":[305]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-10T07:06:39.071514","created_date":"2025-10-10T00:00:00"}
