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Integrated Production and Outbound Distribution Scheduling: a hybrid framework
Faculty
Engineering
Year:
2024
Type of Publication:
ZU Hosted
Pages:
Authors:
Ashraf mohamed el saiid
Journal:
The Egyptian International Journal of Engineering Sciences and Technology Faculty of Engineering, Zagazig University Egypt.
Volume:
Keywords :
Integrated Production , Outbound Distribution Scheduling: , hybrid
Abstract:
The integrated production and outbound distribution scheduling (IPODS) framework presented in this paper addresses the critical need for coordinated manufacturing and distribution in industrial engineering and supply chain management. The proposed solution employs the Ant Colony System (ACS) to optimize production scheduling and vehicle routing. The framework comprises four stages: production scheduling, order completion and patch formation, vehicle assignment, and vehicle routing with departure time optimization. Initially, ACS is utilized to determine optimal schedules for parallel machine production, minimizing overall production time. Subsequently, order completion times are calculated, and orders are grouped into patches to streamline logistics. These patches are then assigned to vehicles from an available fleet, ensuring efficient utilization and load balancing. Finally, ACS is applied to solve the vehicle routing problem, determining optimal routes and departure times to minimize travel costs and ensure timely deliveries. This framework enhances the efficiency and effectiveness of managing integrated production and distribution tasks, providing significant and improved operational performance.
Author Related Publications
Ashraf mohamed el saiid, "Integrating Production Scheduling and Vehicle Routing Decisions at the Operational Decision Level: A Review and Discussion Extension", World Scientific, 2023
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Department Related Publications
Boshra Taha Abdallah Abdallah, "Multi_Suppliers Procurement Model with Optimal Service Tailored for Egyptian Industrial Sector", International Jornal of Research in Management and technology, 2014
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Adel Abdelmoaz, "Layout Designs In Cellular Manufacturing", The 8th International Conference of Al-Azhar University, 2004
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Adel Abdelmoaz, "Impact of neighborhood search of simulation annealing algorithm on solving job shop scheduling problem with sequence dependent setup times", EJEST, 2016
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Adel Abdelmoaz, "An Effective Genetic Algorithm for Capacitated Vehicle Routing Problem", 8th international conference on Industrial Engineering and Operations Management; Indonesia, 2018
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Rafat Hessien Elsayed Elshaer, "An Effective Genetic Algorithm for Capacitated Vehicle Routing Problem", IEOM society, 2018
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