Study on cutting parameters optimization model for NC turning process based on carbon benefit

doi:10.16731/j.cnki.1671-3133.2018.10.003

Abstract

Abstract: In order to reduce the cost of NC turning and carbon emissions in the turning machining process,based on the analysis of the relationship among carbon emissions,cost of NC turning and turning cutting parameters,the carbon source characteristic function and cost estimating function are established.Then taking the machine tool spindle speed,feed and cutting depth as the optimization variables,considering the machine property parameters and processing quality constraints,puts forward the carbon benefit evaluation indicator,and establishes the optimization model of turning parameters based on carbon benefit.The model is demonstrated by using an example part.And genetic algorithm is employed.

Key words: NC turning, low carbon manufacturing, carbon benefit, genetic algorithms, cutting parameters

CLC Number:

TH16

Yin Ruixue, Wu Wei, Chen Wenqing. Study on cutting parameters optimization model for NC turning process based on carbon benefit[J]. Modern Manufacturing Engineering, 2018, 457(10): 17-22.

References

[1] 中华人民共和国国家统计局.中国统计年鉴2014[EB/OL].(2015-12-10)[2017-06-14]http://data.stats.gov.cn/easyquery.htm? cn=C01&zb=A070F&sj=2014.
[2] WIEDEMANN T,MINX J C.A definition of carbon footprint[Chapter 1][J].Universitas Psychologica,2013,12(5):1425-1438.
[3] AMY J C,TARAPPEY C V,CHIH-TUNG H,et al.System dynamics modelling of product carbon footprint life cycles for collaborative green supply chains[J].International Journal of Computer Integrated Manufacturing,2012,25(10):934-945.
[4] 陶雪飞.陶瓷企业低碳制造系统模式及评估与建模方法[D].重庆:重庆大学,2010.
[5] LAURENT A,OLSEN S I,HAUSCHILD M Z.Carbon footprint as environmental performance indicator for the manufacturing industry[J].CIRP Annals-Manufacturing Technology,2010,59(1):37-40.
[6] MCKINNON A C.Product-level carbon auditing of supply chains[J].International Journal of Physical Distribution & Logistics Management,2013,40(1/2):229-238.
[7] RAHIMIFARD S,SEOW Y,CHILDS T.Minimising Embodied Product Energy to support energy efficient manufacturing[J].CIRP Annals-Manufacturing Technology,2010,59(1):25-28.
[8] MATIVENGA P T,RAJEMI M F.Calculation of optimum cutting parameters based on minimum energy footprint[J].CIRP Annals-Manufacturing Technology,2011,60(1):149-152.
[9] LAN T S,WANG M Y.Competitive parameter optimization of multi-quality CNC turning[J].The International Journal of Advanced Manufacturing Technology,2009,41(7):820-826.
[10] RAJEMI M F,MATIVENGA P T,ARAMCHAROEN A.Sustainable machining: selection of optimum turning conditions based on minimum energy considerations[J].Journal of Cleaner Production,2010,18(10):1059-1065.
[11] VELCHEV S,KOLEV I,IVANOV K,et al.Empirical models for specific energy consumption and optimization of cutting parameters for minimizing energy consumption during turning[J].Journal of Cleaner Production,2014(80):139-149.
[12] 李聪波,崔龙国,刘飞,等.面向高效低碳的数控加工参数多目标优化模型[J].机械工程学报,2013,49(9):87-96.
[13] 胡韶华,刘飞,何彦,等.数控机床变频主传动系统的空载能量参数特性研究[J].计算机集成制造系统,2012,18(2):326-331.
[14] 刘飞,徐宗俊.机械加工系统能量特性及其应用[M].北京:机械工业出版社,1995.
[15] 刘志杰,刘晓龙,林成新,等.车削刀具几何参数低碳优化建模与求解[J].计算机集成制造系统,2015,21(11):2988-2994.
[16] 李尧,刘强.面向服务的绿色高效铣削优化方法研究[J].机械工程学报,2015,51(11):89-98.
[17] 陆剑中,孙家宁.金属切削原理与刀具[M].北京:机械工业出版社,2014.