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Naslov:Data-driven supply chain operations : the pilot case of postal logistics and the cross-border optimization potential
Avtorji:ID Zdolšek Draksler, Tanja (Avtor)
ID Cimperman, Miha (Avtor)
ID Obrecht, Matevž (Avtor)
Datoteke:URL https://www.mdpi.com/1424-8220/23/3/1624
 
.pdf Zdolsek_Draksler,_Cimperman,_Obrecht__Data-Driven_Supply_Chain_Operations—The_Pilot_Case_of.pdf (1,70 MB)
MD5: 78EE08862E5AF6CBB91A2A16124608AA
 
Jezik:Angleški jezik
Vrsta gradiva:Članek v reviji
Tipologija:1.01 - Izvirni znanstveni članek
Organizacija:FL - Fakulteta za logistiko
Opis:According to the defined challenge of cross-border delivery, a pilot experiment based on the integration of new digital technologies to assess process optimization potential in the postal sector was designed. The specifics were investigated with events processing based on digital representation. Different events were simulated with scenario analysis with the integration of the Cognitive Advisor and supported by the monitoring of KPIs. The business environment is forcing logistics companies to optimize their delivery processes, integrate new technologies, improve their performance metrics, and move towards Logistics 4.0. Their main goals are to simultaneously reduce costs, environmental impact, delivery times, and route length, as well as to increase customer satisfaction. This pilot experiment demonstrates the integration of new digital technologies for process optimization in real time to manage intraday changes. Postal operators can increase flexibility, introduce new services, improve utilization by up to 50%, and reduce costs and route length by 12.21%. The Cognitive Advisor has shown great potential for the future of logistics by enabling a dynamic approach to managing supply chain disruptions using sophisticated data analytics for process optimization based on the existing delivery infrastructure and improving business processes. Research originality is identified with a novel approach of real-time simulation based on the integration of the Cognitive Advisor in postal delivery.
Ključne besede:cognitive logistics, machine learning, social IoT, last mile, digital twin, supply chain digitization
Status publikacije:Objavljeno
Verzija publikacije:Objavljena publikacija
Datum objave:02.02.2023
Leto izida:2023
Št. strani:str. 324-334
Številčenje:Vol. 23, iss. 3, [article no.] 1624
PID:20.500.12556/DKUM-83853 Novo okno
UDK:658:004.85
COBISS.SI-ID:141541891 Novo okno
DOI:10.3390/s23031624 Novo okno
ISSN pri članku:1424-8220
Datum objave v DKUM:24.02.2023
Število ogledov:698
Število prenosov:93
Metapodatki:XML DC-XML DC-RDF
Področja:Ostalo
:
ZDOLŠEK DRAKSLER, Tanja, CIMPERMAN, Miha in OBRECHT, Matevž, 2023, Data-driven supply chain operations : the pilot case of postal logistics and the cross-border optimization potential. Sensors [na spletu]. 2023. Vol. 23, no. 3,  1624, p. 324–334. [Dostopano 20 januar 2025]. DOI 10.3390/s23031624. Pridobljeno s: https://dk.um.si/IzpisGradiva.php?lang=slv&id=83853
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Gradivo je del revije

Naslov:Sensors
Skrajšan naslov:Sensors
Založnik:MDPI
ISSN:1424-8220
COBISS.SI-ID:10176278 Novo okno

Gradivo je financirano iz projekta

Financer:EC - European Commission
Program financ.:European Commission
Številka projekta:769141
Naslov:COGnitive Logistics Operations through secure, dynamic and ad-hoc collaborative networks
Akronim:COG-LO

Licence

Licenca:CC BY 4.0, Creative Commons Priznanje avtorstva 4.0 Mednarodna
Povezava:http://creativecommons.org/licenses/by/4.0/deed.sl
Opis:To je standardna licenca Creative Commons, ki daje uporabnikom največ možnosti za nadaljnjo uporabo dela, pri čemer morajo navesti avtorja.

Sekundarni jezik

Jezik:Slovenski jezik
Naslov:Data-driven supply chain operations — the pilot case of postal logistics and the cross-border optimization potential
Ključne besede:kognitivna logistika, strojno učenje, družbeni internet stvari, zadnji kilometer, digitalni dvojček, digitalizacija dobavne verige


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