TY - GEN
T1 - AdBlue Distribution as a VRP Problem with Constraints on the Capacity of Trucks and Suppliers' Requests on the Example of a Selected Distribution System in Poland
AU - Galuszka, Adam
AU - Probierz, Eryka
AU - Grzejszczak, Tomasz
AU - Harasny, Marek
AU - Wolak, Marcin
AU - Kern, Rafal
AU - Smieja, Jaroslaw
N1 - Publisher Copyright:
© ESM 2022. All rights reserved.
PY - 2022
Y1 - 2022
N2 - Vehicle Routing Problems (VRP), consisting in determining the optimal routes for deliveries to a group of recipients, located at different points of location, are currently one of the most important classes of decision-making problems in logistics [1], [2]. In this paper we investigate the problem of determining optimal routes and loading of one type, assuming constraints imposed on the load capacity of the vehicle, declared customer needs and working time of drivers. As an input data we take PKN ORLEN stations with AdBlue available from the distributor located in Poland, We adopt the simulating annealing algorithm (SA) developed in Matlab to the problem and present exemplary results.
AB - Vehicle Routing Problems (VRP), consisting in determining the optimal routes for deliveries to a group of recipients, located at different points of location, are currently one of the most important classes of decision-making problems in logistics [1], [2]. In this paper we investigate the problem of determining optimal routes and loading of one type, assuming constraints imposed on the load capacity of the vehicle, declared customer needs and working time of drivers. As an input data we take PKN ORLEN stations with AdBlue available from the distributor located in Poland, We adopt the simulating annealing algorithm (SA) developed in Matlab to the problem and present exemplary results.
KW - AI-supported simulation
KW - Logistics
KW - Simmulated annealing
KW - Vehicle routing problem
KW - real-data example
UR - https://www.scopus.com/pages/publications/85160839062
M3 - Conference contribution
AN - SCOPUS:85160839062
T3 - Modelling and Simulation 2022 - European Simulation and Modelling Conference, ESM 2022
SP - 201
EP - 204
BT - Modelling and Simulation 2022 - European Simulation and Modelling Conference, ESM 2022
A2 - Praca, Isabel
A2 - Maia, Eva
A2 - Geril, Philippe
PB - EUROSIS
T2 - 36th Annual European Simulation and Modelling Conference, ESM 2022
Y2 - 26 October 2022 through 28 October 2022
ER -