TY - GEN
T1 - Rapid estimation of die and mold machining time without NC data by AI based on shape data
AU - Takizawa, Hiroki
AU - Aoyama, Hideki
AU - Won, Song Cheol
N1 - Publisher Copyright:
Copyright © 2020 ASME
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020
Y1 - 2020
N2 - Rapid estimation of machining time is necessary for flexible production scheduling and early responses regarding delivery date. It is also important for selecting the most suitable of a factory's many machine tools. Usually, machining time is estimated based on an NC program. However, this takes time to generate and its estimation accuracy is not ideal because it cannot consider the control characteristics of the machine tool. This study proposes a new method for rapidly estimating die and mold machining time without generating an NC program: inputting curvature and machining depth distributions into AI as color information.
AB - Rapid estimation of machining time is necessary for flexible production scheduling and early responses regarding delivery date. It is also important for selecting the most suitable of a factory's many machine tools. Usually, machining time is estimated based on an NC program. However, this takes time to generate and its estimation accuracy is not ideal because it cannot consider the control characteristics of the machine tool. This study proposes a new method for rapidly estimating die and mold machining time without generating an NC program: inputting curvature and machining depth distributions into AI as color information.
KW - Artificial intelligence
KW - Die and mold
KW - Machining time
UR - http://www.scopus.com/inward/record.url?scp=85092630268&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85092630268&partnerID=8YFLogxK
U2 - 10.1115/ISFA2020-9626
DO - 10.1115/ISFA2020-9626
M3 - Conference contribution
AN - SCOPUS:85092630268
T3 - 2020 International Symposium on Flexible Automation, ISFA 2020
BT - 2020 International Symposium on Flexible Automation, ISFA 2020
PB - American Society of Mechanical Engineers (ASME)
T2 - 2020 International Symposium on Flexible Automation, ISFA 2020
Y2 - 8 July 2020 through 9 July 2020
ER -