TY - GEN
T1 - Multi-objective parameter optimization of multi-pass CNC machining
AU - Chen, Xingzheng
AU - Tang, Ying
AU - Li, Congbo
AU - Yi, Qian
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/10/7
Y1 - 2015/10/7
N2 - In a multi-pass milling process, energy consumption is highly dependent of the choice of cutting parameters for each pass and the total number of passes. This paper first analyzes the energy consumption of multi-pass CNC milling, based on which a multi-objective optimization model is proposed to maximize energy efficiency and minimize production cost. A case study is then carried out to explore the difference of the proposed multi-objective optimization and mono-objective ones (i.e., either maximum energy efficiency or minimum cost).
AB - In a multi-pass milling process, energy consumption is highly dependent of the choice of cutting parameters for each pass and the total number of passes. This paper first analyzes the energy consumption of multi-pass CNC milling, based on which a multi-objective optimization model is proposed to maximize energy efficiency and minimize production cost. A case study is then carried out to explore the difference of the proposed multi-objective optimization and mono-objective ones (i.e., either maximum energy efficiency or minimum cost).
UR - http://www.scopus.com/inward/record.url?scp=84952782793&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84952782793&partnerID=8YFLogxK
U2 - 10.1109/CoASE.2015.7294039
DO - 10.1109/CoASE.2015.7294039
M3 - Conference contribution
AN - SCOPUS:84952782793
T3 - IEEE International Conference on Automation Science and Engineering
SP - 45
EP - 50
BT - 2015 IEEE Conference on Automation Science and Engineering
PB - IEEE Computer Society
T2 - 11th IEEE International Conference on Automation Science and Engineering, CASE 2015
Y2 - 24 August 2015 through 28 August 2015
ER -