Application of Automated Context-Based DSS for Determining CNC Machining Parameter-Reference-Cited by-同舟云学术

Application of Automated Context-Based DSS for Determining CNC Machining Parameter

Published:2012-11-05 Issue:6 Volume:6 Page:765-774
ISSN:1883-8022
Container-title:International Journal of Automation Technology
language:en
Short-container-title:IJAT

Author:

Sakarinto Wikan, ,Wibowo Setyawan Bekti,Narazaki Hiroshi,Shirase Keiichi, ,

Abstract

This paper describes the implementation of proposed KBS automatically aware of context or constraints in which the user has to deal with to come up with intelligent DSS. Context is a fundamental information resource that has to do closely with the use of knowledge. The proposedKBS is equipped with the Expert System (ES) providing Decision Support System (DSS), aimed for realizing effective utilization of captured CNC operator knowledge when they assess machining parameters within product data. The newest module in the proposed KBS is equipped with automated contextbased DSS constructed from incoming task restraints and other related machining aspects, such as machining parameter values, cutting tool, workpiece material, etc. In this work, the discussions are focussing on CNC milling operations. According to the implementation result, CNC operators have shown enhanced accuracy on defining machining parameter values with respect to specific constraints.

Publisher

Fuji Technology Press Ltd.

Subject

Industrial and Manufacturing Engineering,Mechanical Engineering

Reference12 articles.

1. W. Sakarinto, H. Narazaki, and K. Shirase, “A Knowledge-based Model for Capturing and Managing the Knowledge of CNC Operators for Intergrating CAM-CNC Operation,” Int. J. of Automation Technology, Vol.5, No.4, pp. 575-586, 2011.

2. W. Sakarinto, H. Narazaki, and K. Shirase, “A Knowledge-based Product Model Data for Integrating CAMCNC Operation,” Proc. of The 5th Int. Conf. on Leading Edge Manufacturing in 21st Century (LEM21 2009 Osaka), 2009.

3. W. Sakarinto, H. Narazaki, and K. Shirase, “A Decision Support System for CNC Machining Parameter Assessment on CNC Operator Knowledge Capturing System,” Proc. of 2010 the 14thInt. Conf. on Mechatronics Technology (2010 ICMT Osaka-Japan), 2010.

4. W. Sakarinto, S. B. Wibowo, H. Narazaki, and K. Shirase, “Automated Context-based Approach on Decision Support System for Capturing and Utilizing CNC Operators Knowledge,” Proc. of 2011 the 15thInt. Conf. on Mechatronics Technology (2011 ICMT Melbourne-Australia), 2011.

5. A. K. Dey and G. D. Abowd, “Towards a better understanding of context and context-awarness,” Technical Report GIT-GVU-99-22, Georgia Institute of Technology, College of Computing, 1999.