US 10,890,890 B2
Smart adjustment system and method thereof
Mu-Shui Huang, Hsinchu (TW); Ying-Fan Wu, Hsinchu (TW); Hsueh-Ju Li, Hsinchu (TW); Hsiao-Yen Chung, Hsinchu (TW); and Liang-Yu Chen, Hsinchu (TW)
Assigned to COSEN MECHATRONICS CO., LTD., Hsinchu (TW)
Filed by COSEN MECHATRONICS CO., LTD., Hsinchu (TW)
Filed on Sep. 27, 2018, as Appl. No. 16/143,549.
Claims priority of application No. 107121217 A (TW), filed on Jun. 21, 2018.
Prior Publication US 2019/0391554 A1, Dec. 26, 2019
Int. Cl. G05B 19/18 (2006.01); B23Q 15/12 (2006.01); G06N 3/02 (2006.01)
CPC G05B 19/182 (2013.01) [B23Q 15/12 (2013.01); G06N 3/02 (2013.01)] 18 Claims
OG exemplary drawing
 
1. A smart adjustment system, comprising:
a cloud computing device, comprising a neural network model, wherein the cloud computing device saves model data of a plurality of machine tools, and estimated increase percentages of each of the machine tools in a plurality of cutting parameters; and
a data acquisition device, configured to receive a model data of a target machine tool;
wherein the cloud computing device compares the model data of the target machine tool with the model data of the machine tools via the neural network model to calculate an estimated cutting parameter having an estimated increase percentage and controls the target machine tool to perform a machining process by the estimated cutting parameter, wherein the estimated increase percentages of each of the machine tool in different cutting parameters are obtained by a training process in advance; the data acquisition device receives an actual increase percentage of the target machine tool from the target machine tool when the target machine tool is performing the machining process and the cloud computing device performs a comparison process to compare the estimated increase percentage with the actual increase percentage in order to generate a comparison result.