REAL-TIME CONDITIONAL RELIABILITY PREDICTION FROM ONLINE TOOL PERFORMANCE DATA

被引：56

作者：

KIM, YS

KOLARIK, WJ

机构：

[1] Industrial Engineering Department, Texas Tech University, Lubbock, TX

来源：

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH | 1992年 / 30卷 / 08期

关键词：

D O I：

10.1080/00207549208948125

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

This paper presents results from research aimed at developing a real-time, 'look ahead' reliability measure of risk relative to tool wear or breakage. The objective is to present results of a successful research effort which has developed a real-time based conditional reliability (of individual tool survival) output from two inputs; (1) real-time thrust data from an individual tool, and (2) an expected thrust performance population model. The resulting conditional tool reliability measure developed is compatible with real-time tool management. It is used to estimate the conditional probability of tool survival in a drilling operation.

引用

页码：1831 / 1844

页数：14

共 13 条

[1]

Box G., Draper N.D., Empirical Model-Building and Response Surfaces, (1987)

[2]

Draper N.D., Smith H., Applied Regression Analysis, (1981)

[3]

Jalali S.A., Kolarik W., A two-dimensional decision algorithm for real-time tool monitoring, International Journal of Production Research, 29, pp. 453-462, (1991)

[4]

Kavaratzis Y., Maiden J.D., Real-time process monitoring and adaptive control during CNC deep hole drilling, International Journal of Production Research, 28, pp. 2201-2218, (1990)

[5]

Kim Y.S., Performance and Tool Reliability for Metallic Composites, (1991)

[6]

Knezevic J., Real-time operational reliability, Reliability Data Collection and Use in Risk and Availability Assessment, pp. 710-715, (1989)

[7]

Nelson W., Accelerated Testing: Statistical Models, Test Plans, and Data Analysis, (1990)

[8]

Neter J., Wassrrman W., Kutner M.H., Applied Linear Statistical Models, (1985)

[9]

Pau L.F., Failure Diagnosis and Performance Monitoring, (1981)

[10]

Smith G.T., Advanced Machining, the Handbook of Cutting Technology, (1989)

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