| Title |
The development of the intelligent forecasting model for productivity index in manufacturing / |
| Another Title |
Intelektinio gamybos našumo prognozavimo modelio sukūrimas. |
| Authors |
Rimašauskas, M ; Bargelis, A |
| DOI |
10.5755/j01.mech.18.3.1879 |
| Full Text |
|
| Is Part of |
Mechanika.. Kaunas : KTU. 2012, vol. 18, no. 3, p. 354-359.. ISSN 1392-1207. eISSN 2029-6983 |
| Keywords [eng] |
artificial intelligence ; manufacturing cost fore-casting ; laser cutting |
| Abstract [eng] |
This research deals with the development of the intelligent manufacturing productivity forecasting model. The development is based on artificial neural network (ANN). Manufacturing productivity as the ratio of value created vs cost incurred to create it has been applied in this paper. The methodology of value definition for order-handled producers of components and parts is created. ANN is used for forecasting of manufacturing cost for the above mentioned parts. The developed productivity fore-casting model is tested by industrial case study applying CNC laser cutting and CNC punching machines processes. |
| Published |
Kaunas : KTU |
| Type |
Journal article |
| Language |
English |
| Publication date |
2012 |
| CC license |
|
