A Decision Support System for Capturing CNC Operator Knowledge

Author:

Sakarinto Wikan, ,Narazaki Hiroshi,Shirase Keiichi

Abstract

The main job of Computer Numerical Control (CNC) operators is to capture and use knowledge to assess product data. CNC operators assess Computer-Aided Manufacturing (CAM) files before proceeding to CNC machining processes. Decision Support Systems (DSS), for these operators, is provided by Expert Systems (ES) designed to manage and learn intelligently from previous data and information and produce recommended actions and decisions. The purpose of the DSS is (i) to assist inexperienced operators in assessment using stored know-how of experienced operators and to collect additional knowledge in interaction between the DSS and experienced operators during semiautomatic assessment, and (ii) to present collected knowledge to users based on contexts or constraints the user must deal with in product data assessment. After outlining the DSS, the discussion is about its usefulness in dealing information and knowledge discrepancies between CAM and CNC operators - an important problem in practice that has been rather neglected so far - focusing on CNC milling operations.

Publisher

Fuji Technology Press Ltd.

Subject

Industrial and Manufacturing Engineering,Mechanical Engineering

Reference14 articles.

1. N. Moran, “Knowledge is the key, whatever your sector,” The Financial Time Limited, UK, 1999.

2. Y. Koren, “Computer Control of Manufacturing Systems,” McGraw-Hill, New York, 1983.

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

4. W. Sakarinto, H. Narazaki, and K. Shirashe, “A Method for Capturing The Knowledge of CNC Operator for Integrating CAM-CNC Operation,” Proc. of 2010 Int. Symp. on Flexible Automation (2010 ISFA Tokyo-Japan), 2010.

5. W. Sakarinto, H. Narazaki, and K. Shirashe, “Decision Support System for CNC Machining Parameter Assessment on CNC Operator Knowledge Capturing System,” Proc. of Int. Conf. on Mechatronics Technology (2010 ICMT Osaka-Japan), 2010.

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Automatic Synthesis of Recurrent Neurons for Imitation Learning From CNC Machine Operators;IEEE Open Journal of the Industrial Electronics Society;2024

2. Imitation Learning from Operator Experiences for a Real time CNC Machine Controller;2023 IEEE 21st International Conference on Industrial Informatics (INDIN);2023-07-18

3. Acquisition of Skills for Process Planning Through Eye Tracking When Understanding Mechanical Drawings;International Journal of Automation Technology;2023-03-05

4. Application of Automated Context-Based DSS for Determining CNC Machining Parameter;International Journal of Automation Technology;2012-11-05

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3