[数据驱动的智能服务]面向凸轮轴磨削加工的智能决策云服务实现

中国机械工程

[数据驱动的智能服务]面向凸轮轴磨削加工的智能决策云服务实现

刘涛1,2;邓朝晖1,2;葛智光1,2;吕黎曙1,2;刘伟1,2;彭克立3

1.湖南科技大学难加工材料高效精密加工湖南省重点实验室，湘潭,411201
2.湖南科技大学智能制造研究院，湘潭,411201
3.湖大海捷（湖南）工程技术研究有限公司，长沙,410205

出版日期:2020-04-10 发布日期:2020-05-28
基金资助:
国家自然科学基金浙江两化融合联合基金资助项目（U1809221）；
国家重大科技专项（2018ZX04035002-005）；
湖南省自然科学联合基金资助项目(2017JJ4007)；
湖南省研究生科研创新资助项目（CX20190792）

Implementation of Intelligent Decision Cloud Service for Camshaft Grinding Processes

LIU Tao1,2;DENG Zhaohui1,2;GE Zhiguang1,2;LYU Lishu1,2;LIU Wei1,2;PENG Keli3

1.Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult to Machine Material,Hunan University of Science and Technology,Xiangtan,Hunan,411201
2.Intelligent Manufacturing Institute,Hunan University of Science and Technology,Xiangtan,Hunan,411201
3.Huda Haijie(Hunan) Engineering Technology Co.,Ltd.,Changsha,410205

Online:2020-04-10 Published:2020-05-28

摘要/Abstract

摘要：

在分析云制造模式下凸轮轴磨削加工特征和工艺智能决策需求的基础上，建立了凸轮轴磨削过程的智能决策云服务模式，设计了面向云服务的凸轮轴磨削工艺智能决策软件整体框架，构建了集成基础数据库、工艺知识库、工艺定义与决策优化等模块的工艺智能决策软件，搭建了面向凸轮轴磨削加工的智能决策云服务平台，并通过实例验证实现了工艺数据与智能决策的协同融合，为凸轮轴的高效智能磨削提供了新的思路和实现途径。

关键词: 凸轮轴, 磨削加工, 工艺智能决策, 云服务

Abstract: Cloud service mode of intelligent decision in the camshaft grinding processes was established on the basis of analyses of characteristics in camshaft grinding processes and needs of intelligent decision-making under the cloud manufacturing mode. The overall framework of software for intelligent decision of the camshaft grinding processes was designed. Then the process intelligent decision-making software was developed, which included modules such as foundation integrated database, process knowledge base, process definition and decision-making optimization. Finally, the cloud service platform of intelligent decision for camshaft grinding processes was built and example verification was carried out，which realizes the cooperative development with intelligent decision and process data, a new way and the implementation approach are offered for efficient grinding processes of camshafts.

Key words: camshaft, grinding, process intelligent decision, cloud service

中图分类号:

TG580

刘涛, 邓朝晖, 葛智光, 吕黎曙, 刘伟, 彭克立. [数据驱动的智能服务]面向凸轮轴磨削加工的智能决策云服务实现[J]. 中国机械工程.

LIU Tao, DENG Zhaohui, GE Zhiguang, LYU Lishu, LIU Wei, PENG Keli .

Implementation of Intelligent Decision Cloud Service for Camshaft Grinding Processes

[J]. China Mechanical Engineering.

参考文献

[1]李伯虎, 张霖, 王时龙, 等. 云制造：面向服务的网络化制造新模式[J]. 计算机集成制造系统, 2010, 16(1):1-7.

LI Bohu, ZHANG Lin, WANG Shilong, et al. Cloud Manufacturing—New Mode of Service-oriented Networked Manufacturing[J].Computer Integrated Manufacturing Systems, 2010, 16(1)：11-18.

[2]TAO F, ZHANG L, LIU Y, et al. Manufacturing Service Management in Cloud Manufacturing: Overview and Future Research Directions[J]. Journal of Manufacturing Science and Engineering, 2015, 137(4): 040912.

[3]王正成, 黄洋. 面向服务链构建的云制造资源集成共享技术研究[J]. 中国机械工程, 2012, 23(11):1324-1331.

WANG Zhengcheng, HUANG Yang. Research on Integration Sharing Technology of Cloud Manufacturing Resource Oriented to Service Chain Construction [J].China Mechanical Engineering ,2012, 23(11):1324-1331.

[4]ZHANG X H , DENG Z H , LIU W , et al. Combining Rough Set and Case Based Reasoning for Process Conditions Selection in Camshaft Grinding[J]. Journal of Intelligent Manufacturing, 2013, 24(2):211-224.

[5]邓朝晖, 唐浩, 刘伟, 等. 凸轮轴数控磨削工艺智能应用系统研究与开发[J]. 计算机集成制造系统，2012，18（8）：1845-1853

DENG Zhaohui, TANG Hao, LIU Wei, et al. Research and Development of Camshaft CNC Grinding Process Intelligent Application System[J]. Computer Integrated Manufacturing Systems, 2012,18(8)：1845-1853.

[6]张轶伦, 牛艺萌, 叶天竺, 等. 新信息技术下制造服务融合及产品服务系统研究综述[J]. 中国机械工程, 2018, 29(18):26-38.

ZHANG Yilun, NIU Yimeng, YE Tianzhu, et al. A Review of Researches of Manufacturing-service Integration and PSS with New ICT [J]. China Mechanical Engineering, 2018, 29(18):26-38.

[7]程颖,戚庆林,陶飞.新一代信息技术驱动的制造服务管理:研究现状与展望[J].中国机械工程,2018,29(18):2177-2188.

CHENG Ying, QI Qinglin, TAO Fei .New IT-driven Manufacturing Service Management: Research Status and Prospect[J].China Mechanical Engineering,2018,29(18):2177-2188.

[8]FISHER O , WATSON N , PORCU L, et al. Cloud Manufacturing as a Sustainable Process Manufacturing Route[J]. Journal of Manufacturing Systems, 2018, 47:53-68.

[9]陶飞,戚庆林.面向服务的智能制造[J].机械工程学报,2018,54(16):11-23.

TAO Fei, QI Qinglin. Service-oriented Smart Manufacturing [J]. Journal of Mechanical Engineering, 2018,54(16):11-23.

[10]邓朝晖, 刘伟, 吴锡兴, 等. 基于云计算的智能磨削云平台的研究与应用[J].中国机械工程,2012, 23(1)：65-68.

DENG Zhaohui, LIU Wei, WU Xixing, et al. Research and Application of Intelligent Grinding Cloud Platform Based on Cloud Computing[J]. China Mechanical Engineering , 2012, 23(1)：65-68.

[11]THAMES L, SCHAEFER D. Software-defined Cloud Manufacturing for Industry 4.0[J]. Procedia CIRP, 2016, 52: 12-17.

[12]ADAMSON G, WANG L, HOLM M, et al. Cloud Manufacturing—a Critical Review of Recent Development and Future Trends[J]. International Journal of Computer Integrated Manufacturing, 2017, 30(4/5): 347-380.

[13]周佳军, 姚锡凡, 刘敏, 等. 几种新兴智能制造模式研究评述[J]. 计算机集成制造系统, 2017, 23(3):624-639.

ZHOU Jiajun, YAO Xifan, LIU Min, et al. State-of-art Review on New Emerging Intelligent Manufacturing Paradigms [J]. Computer Integrated Manufacturing Systems, 2017, 23(3):624-639.

[14]XU X. From Cloud Computing to Cloud Manufacturing[J]. Robotics and Computer-Integrated Manufacturing, 2012, 28(1): 75-86.

[15]方水良, 付伟. 基于云计算的云制造及其初步开发应用[J]. 中国机械工程, 2013, 24(10):1345-1349.

FANG Shuiliang, FU Wei. Preliminary Development and Application of Cloud-computing Based Cloud-manufacturing[J].China Mechanical Engineering , 2013, 24(10):1345-1349.
[16]葛智光. 机床主轴磨削工艺智能决策软件及其云平台系统研发[D].湘潭：湖南科技大学,2018.

GE Zhiguang. Research and Development of the Intelligent Decision Software for Grinding Process of the Machine Tool Spindle and Its Cloud Platform System[D]. Xiangtan：Hunan University of Science and Technology,2018.