TY - GEN
T1 - Scheduling Algorithm with Simultaneous Determination of the Batch Sizes on the Example of 3D Printing System
AU - Skóra, Małgorzata Olender
AU - Kalinowski, Krzysztof
AU - Zdobytskyi, Andriy
N1 - Publisher Copyright:
© 2024, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2024
Y1 - 2024
N2 - The article deals with the subject of production scheduling in 3D printing systems. In the era of incremental technologies gaining in popularity, the creation of printer farms, it becomes very important to effectively use such systems in terms of throughput, timely execution of orders, selection of staff with the right number of appropriate competences. 3D printing systems are a specific subgroup of production systems with certain features, limitations, and work organization methods. Thus, the general characteristics of such systems are presented, and the most important features of the model from the point of view of effective task planning are identified. Due to the obligatory participation of human resources and clear disproportions in the length of the duration of individual operations in subsequent stages of the process, the model includes the issue of a varied working time calendar for individual groups of resources. It was proposed that the printing system should work in three shifts and the operators in one shift. An algorithm for creating packages was proposed, in which the batch size is determined directly at the scheduling stage, enabling the system to work in such conditions with the best possible use of resources - 3D printers. The description of the algorithm is illustrated with an example in which the advantages of the system operation are shown on the basis of a schedule prepared using the developed algorithm and a typical way in which the printers work with the maximum filling of the print area.
AB - The article deals with the subject of production scheduling in 3D printing systems. In the era of incremental technologies gaining in popularity, the creation of printer farms, it becomes very important to effectively use such systems in terms of throughput, timely execution of orders, selection of staff with the right number of appropriate competences. 3D printing systems are a specific subgroup of production systems with certain features, limitations, and work organization methods. Thus, the general characteristics of such systems are presented, and the most important features of the model from the point of view of effective task planning are identified. Due to the obligatory participation of human resources and clear disproportions in the length of the duration of individual operations in subsequent stages of the process, the model includes the issue of a varied working time calendar for individual groups of resources. It was proposed that the printing system should work in three shifts and the operators in one shift. An algorithm for creating packages was proposed, in which the batch size is determined directly at the scheduling stage, enabling the system to work in such conditions with the best possible use of resources - 3D printers. The description of the algorithm is illustrated with an example in which the advantages of the system operation are shown on the basis of a schedule prepared using the developed algorithm and a typical way in which the printers work with the maximum filling of the print area.
KW - 3D printing systems
KW - batch sizing
KW - product customization
KW - scheduling
UR - https://www.scopus.com/pages/publications/85174447441
U2 - 10.1007/978-3-031-44282-7_52
DO - 10.1007/978-3-031-44282-7_52
M3 - Conference contribution
AN - SCOPUS:85174447441
SN - 9783031442810
T3 - Lecture Notes in Mechanical Engineering
SP - 690
EP - 703
BT - Intelligent Systems in Production Engineering and Maintenance 3
A2 - Burduk, Anna
A2 - Batako, Andre D.L.
A2 - Machado, José
A2 - Wyczółkowski, Ryszrad
A2 - Dostatni, Ewa
A2 - Rojek, Izabela
PB - Springer Science and Business Media Deutschland GmbH
T2 - 4th International Conference on Intelligent Systems in Production Engineering and Maintenance, ISPEM 2023
Y2 - 13 September 2023 through 15 September 2023
ER -