Title :
Development of an advanced manufacturing cloud for machine tool industry based on AVM technology
Author :
Min-Hsiung Hung ; Yu-Chuan Lin ; Hsien-Cheng Huang ; Min-Hsuan Hsieh ; Haw-Ching Yang ; Fan-Tien Cheng
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Chinese Culture Univ., Taipei, Taiwan
Abstract :
In this paper, a cloud manufacturing platform, called AMC (Advanced Manufacturing Cloud), is introduced. The AMC provides several manufacturing-related cloud services to facilitate the users to conduct supporting activities for machine tools and offers intelligent devices which can be plugged in various prediction models for performing predictive applications on machine tools. We first describe the architecture design of the AMC and then present methodologies to how to build cloud services and key mechanisms in the AMC. Finally, we construct a paradigm AMC and practically deploy its cloud services and intelligent devices in a public cloud platform and a factory of our cooperative machine tool company, respectively. We also conduct integrated tests to illustrate the efficacy and merits of the AMC.
Keywords :
cloud computing; machine tools; machinery production industries; measurement; production engineering computing; virtual instrumentation; AMC architecture design; AMC platform; AVM technology; advanced manufacturing cloud; automatic virtual metrology; cloud manufacturing platform; cooperative machine tool company; intelligent devices; machine tool industry; manufacturing-related cloud services; public cloud platform; Cloud computing; Data models; Machine tools; Manufacturing; Metrology; Predictive models; Production facilities;
Conference_Titel :
Automation Science and Engineering (CASE), 2013 IEEE International Conference on
Conference_Location :
Madison, WI
DOI :
10.1109/CoASE.2013.6654048