Formiranje familije mašine-delovi korišćenjem softvera ART-1 Simulator i FLEXY
Machine-part family formation by using ART-1 Simulator and FLEXY
Апстракт
Tehnološki sistemi bazirani na konceptu grupne tehnologije imaju prednosti pre svega u domenu fleksibilnosti. U radu je, uvođenjem nove tehnike klasterovanja, analiziran odnos familije mašine-delovi unutar tehnološkog sistema i relevantnih tehnoloških procesa, s obzirom na tehnološku sličnost delova koji čine familiju. Takav tehnološki sistem se organizuje u grupe mašina, formirajući ćelije, uz obezbeđenu maksimalnu proizvodnost delova. Rad prezentira novu primenu ART-1 veštačke neuronske mreže u analizi tehnološke sličnosti i nudi modifikovan bazični pristup u cilju povećanja efikasnosti procedure klasifikovanja. Razvijeni softveri ART-1 Simulator i FLEXY su korišćeni u postupku formiranja familija, shodno reafirmisanom konceptu projektovanja grupne tehnologije.
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:
simulation / group technology / ART-1 neural networkИзвор:
FME Transactions, 2005, 33, 3, 157-162Издавач:
- Univerzitet u Beogradu - Mašinski fakultet, Beograd
Колекције
Институција/група
Mašinski fakultetTY - JOUR AU - Miljković, Zoran AU - Babić, Bojan PY - 2005 UR - https://machinery.mas.bg.ac.rs/handle/123456789/535 AB - Tehnološki sistemi bazirani na konceptu grupne tehnologije imaju prednosti pre svega u domenu fleksibilnosti. U radu je, uvođenjem nove tehnike klasterovanja, analiziran odnos familije mašine-delovi unutar tehnološkog sistema i relevantnih tehnoloških procesa, s obzirom na tehnološku sličnost delova koji čine familiju. Takav tehnološki sistem se organizuje u grupe mašina, formirajući ćelije, uz obezbeđenu maksimalnu proizvodnost delova. Rad prezentira novu primenu ART-1 veštačke neuronske mreže u analizi tehnološke sličnosti i nudi modifikovan bazični pristup u cilju povećanja efikasnosti procedure klasifikovanja. Razvijeni softveri ART-1 Simulator i FLEXY su korišćeni u postupku formiranja familija, shodno reafirmisanom konceptu projektovanja grupne tehnologije. 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 - Univerzitet u Beogradu - Mašinski fakultet, Beograd T2 - FME Transactions T1 - Formiranje familije mašine-delovi korišćenjem softvera ART-1 Simulator i FLEXY 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_535 ER -
@article{ author = "Miljković, Zoran and Babić, Bojan", year = "2005", abstract = "Tehnološki sistemi bazirani na konceptu grupne tehnologije imaju prednosti pre svega u domenu fleksibilnosti. U radu je, uvođenjem nove tehnike klasterovanja, analiziran odnos familije mašine-delovi unutar tehnološkog sistema i relevantnih tehnoloških procesa, s obzirom na tehnološku sličnost delova koji čine familiju. Takav tehnološki sistem se organizuje u grupe mašina, formirajući ćelije, uz obezbeđenu maksimalnu proizvodnost delova. Rad prezentira novu primenu ART-1 veštačke neuronske mreže u analizi tehnološke sličnosti i nudi modifikovan bazični pristup u cilju povećanja efikasnosti procedure klasifikovanja. Razvijeni softveri ART-1 Simulator i FLEXY su korišćeni u postupku formiranja familija, shodno reafirmisanom konceptu projektovanja grupne tehnologije., 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 = "Univerzitet u Beogradu - Mašinski fakultet, Beograd", journal = "FME Transactions", title = "Formiranje familije mašine-delovi korišćenjem softvera ART-1 Simulator i FLEXY, 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_535" }
Miljković, Z.,& Babić, B.. (2005). Formiranje familije mašine-delovi korišćenjem softvera ART-1 Simulator i FLEXY. in FME Transactions Univerzitet u Beogradu - Mašinski fakultet, Beograd., 33(3), 157-162. https://hdl.handle.net/21.15107/rcub_machinery_535
Miljković Z, Babić B. Formiranje familije mašine-delovi korišćenjem softvera ART-1 Simulator i FLEXY. in FME Transactions. 2005;33(3):157-162. https://hdl.handle.net/21.15107/rcub_machinery_535 .
Miljković, Zoran, Babić, Bojan, "Formiranje familije mašine-delovi korišćenjem softvera ART-1 Simulator i FLEXY" in FME Transactions, 33, no. 3 (2005):157-162, https://hdl.handle.net/21.15107/rcub_machinery_535 .