{"id":"https://openalex.org/W7155096031","doi":"https://doi.org/10.1109/icara69401.2026.11480294","title":"RFID-Driven Carbon Footprint Optimization in Supply Chains: Integrating IoT and Machine Learning for Real-Time Monitoring and Predictive Analytics","display_name":"RFID-Driven Carbon Footprint Optimization in Supply Chains: Integrating IoT and Machine Learning for Real-Time Monitoring and Predictive Analytics","publication_year":2026,"publication_date":"2026-02-05","ids":{"openalex":"https://openalex.org/W7155096031","doi":"https://doi.org/10.1109/icara69401.2026.11480294"},"language":null,"primary_location":{"id":"doi:10.1109/icara69401.2026.11480294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icara69401.2026.11480294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 12th International Conference on Automation, Robotics and Applications (ICARA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5134156236","display_name":"Marwa Fakhraoui","orcid":null},"institutions":[{"id":"https://openalex.org/I47844","display_name":"Al Akhawayn University","ror":"https://ror.org/03erkev52","country_code":"MA","type":"education","lineage":["https://openalex.org/I47844"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Marwa Fakhraoui","raw_affiliation_strings":["School of Science and Engineering Al, Akhawayn University in Ifrane,Ifrane,Morocco,53000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Engineering Al, Akhawayn University in Ifrane,Ifrane,Morocco,53000","institution_ids":["https://openalex.org/I47844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134198184","display_name":"Jamal Bahri","orcid":null},"institutions":[{"id":"https://openalex.org/I47844","display_name":"Al Akhawayn University","ror":"https://ror.org/03erkev52","country_code":"MA","type":"education","lineage":["https://openalex.org/I47844"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Jamal Bahri","raw_affiliation_strings":["School of Science and Engineering Al, Akhawayn University in Ifrane,Ifrane,Morocco,53000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Engineering Al, Akhawayn University in Ifrane,Ifrane,Morocco,53000","institution_ids":["https://openalex.org/I47844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134106159","display_name":"Malak Sarhane","orcid":null},"institutions":[{"id":"https://openalex.org/I47844","display_name":"Al Akhawayn University","ror":"https://ror.org/03erkev52","country_code":"MA","type":"education","lineage":["https://openalex.org/I47844"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Malak Sarhane","raw_affiliation_strings":["School of Science and Engineering Al, Akhawayn University in Ifrane,Ifrane,Morocco,53000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Engineering Al, Akhawayn University in Ifrane,Ifrane,Morocco,53000","institution_ids":["https://openalex.org/I47844"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108530970","display_name":"Yassine Salih Alj","orcid":null},"institutions":[{"id":"https://openalex.org/I47844","display_name":"Al Akhawayn University","ror":"https://ror.org/03erkev52","country_code":"MA","type":"education","lineage":["https://openalex.org/I47844"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Yassine Salih Alj","raw_affiliation_strings":["School of Science and Engineering Al, Akhawayn University in Ifrane,Ifrane,Morocco,53000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Engineering Al, Akhawayn University in Ifrane,Ifrane,Morocco,53000","institution_ids":["https://openalex.org/I47844"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47844"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47915243,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"627","last_page":"633"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.11990000307559967,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.11990000307559967,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.08250000327825546,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.06809999793767929,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.548799991607666},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.5202999711036682},{"id":"https://openalex.org/keywords/carbon-footprint","display_name":"Carbon footprint","score":0.512499988079071},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.42399999499320984},{"id":"https://openalex.org/keywords/footprint","display_name":"Footprint","score":0.3425999879837036}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5698999762535095},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.548799991607666},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5267000198364258},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.5202999711036682},{"id":"https://openalex.org/C2780936489","wikidata":"https://www.wikidata.org/wiki/Q310667","display_name":"Carbon footprint","level":3,"score":0.512499988079071},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4993000030517578},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.42399999499320984},{"id":"https://openalex.org/C132943942","wikidata":"https://www.wikidata.org/wiki/Q2562511","display_name":"Footprint","level":2,"score":0.3425999879837036},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.33090001344680786},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30149999260902405},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.28139999508857727},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.27970001101493835}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icara69401.2026.11480294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icara69401.2026.11480294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 12th International Conference on Automation, Robotics and Applications (ICARA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W643058322","https://openalex.org/W2163159297","https://openalex.org/W2186315953","https://openalex.org/W2415375246","https://openalex.org/W2894999754","https://openalex.org/W2895949188","https://openalex.org/W2902602775","https://openalex.org/W2989710488","https://openalex.org/W3091534692","https://openalex.org/W4387251029","https://openalex.org/W4400902109","https://openalex.org/W4401117135","https://openalex.org/W4406657435","https://openalex.org/W4407555969","https://openalex.org/W4408168555"],"related_works":[],"abstract_inverted_index":{"While":[0,160],"there":[1],"is":[2],"a":[3,15],"global":[4],"movement":[5],"to":[6,13,41,62,73,86,130,179],"minimize":[7],"carbon":[8,23,67,94,101,137,157],"emissions,":[9],"supply":[10,108,184],"chains":[11],"continue":[12],"be":[14,63],"significant":[16],"source":[17],"of":[18,106,156,172,182],"environmental":[19],"impact.":[20],"Yet,":[21],"existing":[22],"footprint":[24,68,95,102,138,158],"monitoring":[25],"systems":[26],"still":[27,60],"fall":[28],"short":[29],"regarding":[30],"real-time":[31,88,114,145],"accuracy,":[32],"scalability,":[33],"and":[34,44,49,56,83,92,126,133,190],"predictive":[35,90,124,150],"features,":[36],"which":[37],"hinders":[38],"businesses'":[39],"ability":[40],"efficiently":[42],"monitor":[43,99],"reduce":[45],"emissions.":[46],"Although":[47],"RFID":[48,97],"IoT":[50,81,111],"are":[51],"commonly":[52],"used":[53],"for":[54,66,136],"inventory":[55,188],"logistics":[57],"management,":[58],"they":[59],"need":[61],"fully":[64],"leveraged":[65],"monitoring.":[69,96],"This":[70,140],"study":[71,162],"intends":[72],"develop":[74],"an":[75],"integrated":[76,141],"system":[77,142],"that":[78,144],"combines":[79],"RFID,":[80],"sensors,":[82],"Machine":[84,117],"Learning":[85],"provide":[87],"tracking,":[89],"analytics,":[91,151],"automated":[93],"tags":[98],"the":[100,107,154,169,173,183],"at":[103],"various":[104],"stages":[105],"chain,":[109,185],"while":[110],"sensors":[112],"collect":[113],"emissions":[115,165],"data.":[116],"learning":[118],"algorithms":[119,129],"then":[120],"perform":[121],"anomaly":[122],"detection,":[123],"modeling,":[125],"apply":[127],"optimization":[128],"identify":[131],"inefficiencies":[132],"recommend":[134],"solutions":[135],"reduction.":[139],"demonstrates":[143],"data":[146],"collection,":[147],"combined":[148],"with":[149],"significantly":[152],"enhances":[153],"accuracy":[155],"tracking.":[159],"this":[161],"focuses":[163],"on":[164],"within":[166],"transportation":[167],"logistics,":[168],"modular":[170],"design":[171],"proposed":[174],"RFID-IoT-ML":[175],"framework":[176],"allows":[177],"adaptation":[178],"other":[180],"segments":[181],"including":[186],"warehousing,":[187],"control,":[189],"manufacturing.":[191]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-04-22T00:00:00"}