Study on Expert System for Analysis of Cutting Experiment Data

切削实验数据分析专家系统的研究

• 批准号: 02650099
• 负责人: NARUTAKI norihiko
• 金额: $ 1.15万
• 依托单位: HIROSHIMA UNIVERSITY
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for General Scientific Research (C)
• 财政年份: 1990
• 资助国家: 日本
• 起止时间: 1990 至 1992
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-02650099/
• 关键词: Cutting; Expert System; Automatical Measurement; Tool Wear; エキスパ-トシステム; すくい面摩耗; デ-タベ-ス

This research aimes to obtain a guide in order build up the expert system supporting the researchers when analyzing the experimental results. In order to analyze the cutting results, many experimental data are required as a part of the intelligent base. Therefore, at first, we tried to product the apparatuses for automatically measuring and accumulating the data, example for the calibration system of tool-work-thermocouple with infared heating and the automatical measuring system of crater wear depth on the cutting tool. As the second step, the data base program was newly developed. This data base has the data of tool wear and tool wear pattern under various cutting conditions, and it is one of the main intelligent base in this system. As the third step, we tried to build up the primary expert system used their data base for an analysis of the experimental data under the limited condition. Though this expert system showed the expected result, it did not have the satisfying ability. In future, it is expected to develop the expert system which can deal with various situations.

本研究旨在为研究人员分析实验结果时建立专家系统提供指导。为了分析切割结果，需要许多实验数据作为智能基础的一部分。因此，我们首先尝试生产自动测量和积累数据的装置，例如红外加热的刀具-工作-热电偶校准系统和刀具月牙洼磨损深度自动测量系统。第二步，重新开发数据库程序。该数据库保存了各种切削条件下刀具磨损情况和刀具磨损规律的数据，是本系统主要的智能数据库之一。第三步，我们尝试建立初级专家系统，利用其数据库在有限条件下对实验数据进行分析。该专家系统虽然达到了预期的结果，但其能力还不够令人满意。未来有望开发出能够处理各种情况的专家系统。

项目成果

Y.YAMANE: "Calibration System of Tool-Work-Thermocouple with Infrared Heating" Bulletin of the Japan Society of Precision Engineering. Vol.23.No.1. 5-9 (1989)

Y.YAMANE：“带有红外线加热的工具-工作-热电偶校准系统”日本精密工程学会公告。

Y.YAMANE,H.USUKI,R.S.YIN and N.NARUTAKI: "Calibration System of Tool-work- Thermocouple with Infrared Heating" Bulletin of the Japan Society of Precision Engineering. 23. 5-9 (1989)

Y.YAMANE、H.USUKI、R.S.YIN 和 N.NARUTAKI：“工具工作校准系统 - 红外加热热电偶”日本精密工程学会公告。