Methods in Product Design

Chapter  11

Machine Failure Time Detection through Product Defects

Hazem J. Smadi

Industrial Engineering Department, Jordan University of Science and Technology, Irbid, Jordan

CONTENTS

11.1 Introduction

11.2 Maintenance Policies

11.3 Quality and Maintenance

11.4 Previous Related Work

11.5 Proposed Methodology

11.5.1 Stage 1: Data Preparation

11.5.1.1 Machine Data Preparation

11.5.1.2 Product Data Preparation

11.5.2 Stage 2: Statistical Analysis

11.5.2.1 Distribution Fitting

11.5.2.2 Multiple Variable Regression Analysis

11.5.3 Stage 3: System Simulation

11.5.4 Stage 4: Maintenance Scheduling

11.5.5 Stage 5: Data and Statistical Analysis Update

11.6 Case Study

11.7 Stage 1: Data Preparation

11.8 Stage 2: Statistical Analysis

11.8.1 Distribution ...