Title :
Use of image processing to collect the time data of NC machining
Author :
Ko, Keyhoon ; Kim, Bo Hyun ; Choi, Byoung Kyu
Author_Institution :
Tech. Res. Center, VMS Solutions Co. Ltd., Daejeon, South Korea
Abstract :
To control the production schedule for mold making, it is important to collect the actual results of machining operations, yet machine operators seldom record the results. Some die and mold shops have constructed a system which interfaces with NC controllers and which identifies the status of the machining operation from signals. This method depends totally on the NC controller and requires higher installation cost. We propose a method that is independent of the NC controller. This method uses a low-cost PC camera and image processing technology; and it has one algorithm for tracking moving objects and another for detecting scene changes. To demonstrate the validity of the proposed method, we applied it to both attended and unattended NC machining.
Keywords :
image motion analysis; moulding; numerical control; production control; tracking; NC controllers; NC machining; PC camera; die shops; image processing; machine operators; mold making; mold shops; moving object tracking; production schedule; scene change detection; time data collection; Cameras; Control systems; Costs; Image processing; Job shop scheduling; Layout; Machining; Object detection; Production; Signal processing; NC machining time; image processing; mold and die; moving object tracking; scene change detection;
Conference_Titel :
Computer and Information Science, 2005. Fourth Annual ACIS International Conference on
Print_ISBN :
0-7695-2296-3
DOI :
10.1109/ICIS.2005.123