Machine-Part Family Formation by Using ART-1 Simulator and FLEXY
Апстракт
Group technology based manufacturing systems offer the advantages of flow production as well as the production flexibility of batch manufacturing. In this paper, by employing new clustering techniques, the part-machine spectrum of the manufacturing system and the relevant
manufacturing process are analyzed according to design, similarity of machining and product flow. This leads to an organization of the production system into self-contained and self-regulating groups of machines called machine cells. Each machine cell undertakes a maximal
production of a family of parts having similar manufacturing characteristics. This paper carried out the ART-1 neural network approach in the analysis of the manufacturing similarity, and modified the basic approach to increase the efficiency of the classification procedure.
Developed program packages ART-1 Simulator and FLEXY are used to create part families and machine cells within the group technology design.
Кључне речи:
Group technology / ART-1 artificial neural network / Manufacturing process simulation / New clustering techniques / The part-machine spectrum / Similarity of machining and product flow / Machine cells / Manufacturing similarity of the cylindrical parts / ART-1 Simulator / FLEXY V4.0 softverИзвор:
Journal FME Transactions, New Series, 2005, 33, 3, 157-162Издавач:
- University of Belgrade - Faculty of Mechanical Engineering
Финансирање / пројекти:
Колекције
Институција/група
Mašinski fakultetTY - JOUR AU - Miljković, Zoran AU - Babić, Bojan PY - 2005 UR - https://machinery.mas.bg.ac.rs/handle/123456789/5131 AB - Group technology based manufacturing systems offer the advantages of flow production as well as the production flexibility of batch manufacturing. In this paper, by employing new clustering techniques, the part-machine spectrum of the manufacturing system and the relevant manufacturing process are analyzed according to design, similarity of machining and product flow. This leads to an organization of the production system into self-contained and self-regulating groups of machines called machine cells. Each machine cell undertakes a maximal production of a family of parts having similar manufacturing characteristics. This paper carried out the ART-1 neural network approach in the analysis of the manufacturing similarity, and modified the basic approach to increase the efficiency of the classification procedure. Developed program packages ART-1 Simulator and FLEXY are used to create part families and machine cells within the group technology design. PB - University of Belgrade - Faculty of Mechanical Engineering T2 - Journal FME Transactions, New Series T1 - Machine-Part Family Formation by Using ART-1 Simulator and FLEXY EP - 162 IS - 3 SP - 157 VL - 33 UR - https://hdl.handle.net/21.15107/rcub_machinery_5131 ER -
@article{ author = "Miljković, Zoran and Babić, Bojan", year = "2005", abstract = "Group technology based manufacturing systems offer the advantages of flow production as well as the production flexibility of batch manufacturing. In this paper, by employing new clustering techniques, the part-machine spectrum of the manufacturing system and the relevant manufacturing process are analyzed according to design, similarity of machining and product flow. This leads to an organization of the production system into self-contained and self-regulating groups of machines called machine cells. Each machine cell undertakes a maximal production of a family of parts having similar manufacturing characteristics. This paper carried out the ART-1 neural network approach in the analysis of the manufacturing similarity, and modified the basic approach to increase the efficiency of the classification procedure. Developed program packages ART-1 Simulator and FLEXY are used to create part families and machine cells within the group technology design.", publisher = "University of Belgrade - Faculty of Mechanical Engineering", journal = "Journal FME Transactions, New Series", title = "Machine-Part Family Formation by Using ART-1 Simulator and FLEXY", pages = "162-157", number = "3", volume = "33", url = "https://hdl.handle.net/21.15107/rcub_machinery_5131" }
Miljković, Z.,& Babić, B.. (2005). Machine-Part Family Formation by Using ART-1 Simulator and FLEXY. in Journal FME Transactions, New Series University of Belgrade - Faculty of Mechanical Engineering., 33(3), 157-162. https://hdl.handle.net/21.15107/rcub_machinery_5131
Miljković Z, Babić B. Machine-Part Family Formation by Using ART-1 Simulator and FLEXY. in Journal FME Transactions, New Series. 2005;33(3):157-162. https://hdl.handle.net/21.15107/rcub_machinery_5131 .
Miljković, Zoran, Babić, Bojan, "Machine-Part Family Formation by Using ART-1 Simulator and FLEXY" in Journal FME Transactions, New Series, 33, no. 3 (2005):157-162, https://hdl.handle.net/21.15107/rcub_machinery_5131 .