TY - GEN
T1 - An Aircraft Structural Component Process Route Recommendation Engine Based on ANN-LCS Algorithm
AU - Qin, Linhao
AU - Fu, Dewei
AU - Ming, Zhenjun
AU - Zhang, Hongpeng
AU - Lu, Hu
AU - Li, Qiang
AU - Chen, Baoguo
AU - Wen, Qin
AU - Xu, Mengmin
AU - Lyu, Ruiqiang
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - A process route recommendation engine for aviation structural components based on ANN-LCS algorithm is introduced. By processing the machining process knowledge of aviation structural components, defining their basic information and process route data, and then constructing and training an ANN (Artificial Neural Network) to classify parts. Based on part classification, the LCS (Longest Common Substring) algorithm based on dynamic programming is used to generate process routes. Through the testing of process route recommendation examples, the results show that this method can effectively obtain and select feasible process routes in the process design stage.
AB - A process route recommendation engine for aviation structural components based on ANN-LCS algorithm is introduced. By processing the machining process knowledge of aviation structural components, defining their basic information and process route data, and then constructing and training an ANN (Artificial Neural Network) to classify parts. Based on part classification, the LCS (Longest Common Substring) algorithm based on dynamic programming is used to generate process routes. Through the testing of process route recommendation examples, the results show that this method can effectively obtain and select feasible process routes in the process design stage.
KW - artificial neural network
KW - dynamic programming
KW - longest common sequence
KW - process route recommendation
UR - http://www.scopus.com/inward/record.url?scp=85207074350&partnerID=8YFLogxK
U2 - 10.1109/CISAT62382.2024.10695249
DO - 10.1109/CISAT62382.2024.10695249
M3 - Conference contribution
AN - SCOPUS:85207074350
T3 - 2024 7th International Conference on Computer Information Science and Application Technology, CISAT 2024
SP - 796
EP - 802
BT - 2024 7th International Conference on Computer Information Science and Application Technology, CISAT 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th International Conference on Computer Information Science and Application Technology, CISAT 2024
Y2 - 12 July 2024 through 14 July 2024
ER -