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Summary
Summary
Due to global competition, safety regulations, and other factors, manufacturers are increasingly pressed to create products that are safe, highly reliable, and of high quality. Engineers and quality assurance professionals need a cross-disciplinary understanding of these topics in order to ensure high standards in the design and manufacturing processes. Reliability, Quality, and Safety for Engineers is the first publication to integrate this information in a single source.
The text begins with an introduction that discusses the need for reliability, quality and safety as well as historical information, terms, and definitions. Subsequent chapters discuss relevant mathematics, evaluation models and methods, testing, management, and costing. The author treats each topic in a comprehensive manner that requires no prior knowledge of the subject in order to understand the contents.
The author includes numerous examples, problems, and solutions to test the reader's comprehension. He also lists important journals, organizations, standards, and books for further study, creating a comprehensive resource for design, system, safety and manufacturing engineers as well as reliability specialists and quality assurance professionals.
Author Notes
B.S. Dhillon received his Ph.D. in industrial engineering from the University of Windsor. He received his M.S. in mechanical engineering and B.S. in electrical and electronic engineering from the University of Wales.
Dr. Dhillon is a professor of engineering management in mechanical engineering at the University of Ottawa.
050
Table of Contents
1 Introduction | p. 1 |
1.1 Need for Reliability, Quality, and Safety | p. 1 |
1.2 History | p. 2 |
1.2.1 Reliability | p. 2 |
1.2.2 Quality | p. 2 |
1.2.3 Safety | p. 3 |
1.3 Terms and Definitions | p. 3 |
1.4 Useful Information on Reliability, Quality, and Safety | p. 5 |
1.4.1 Journals | p. 5 |
1.4.2 Standards | p. 6 |
1.4.3 Conference Proceedings | p. 7 |
1.4.4 Organizations | p. 8 |
1.4.5 Books | p. 8 |
1.5 Problems | p. 9 |
2 Reliability, Quality, and Safety Mathematics | p. 13 |
2.1 Introduction | p. 13 |
2.2 Mode, Median, Range, Arithmetic Mean, Root Mean Square, Mean Deviation, and Standard Deviation | p. 13 |
2.2.1 Mode | p. 14 |
2.2.2 Median | p. 14 |
2.2.3 Range | p. 15 |
2.2.4 Arithmetic Mean | p. 15 |
2.2.5 Root Mean Square | p. 16 |
2.2.6 Mean Deviation | p. 16 |
2.2.7 Standard Deviation | p. 17 |
2.3 Boolean Algebra Laws | p. 18 |
2.4 Probability Definition and Properties | p. 18 |
2.5 Useful Mathematical Definitions | p. 20 |
2.5.1 Probability Density and Cumulative Distribution Functions | p. 20 |
2.5.2 Expected Value | p. 21 |
2.5.3 Variance | p. 21 |
2.5.4 Laplace Transform | p. 22 |
2.5.5 Laplace Transform: Final-Value Theorem | p. 22 |
2.6 Solving First Order Differential Equations with Laplace Transforms | p. 23 |
2.7 Statistical Distributions | p. 25 |
2.7.1 Normal Distribution | p. 25 |
2.7.2 Binomial Distribution | p. 25 |
2.7.3 Poisson Distribution | p. 26 |
2.7.4 Exponential Distribution | p. 27 |
2.7.5 Rayleigh Distribution | p. 27 |
2.7.6 Weibull Distribution | p. 28 |
2.8 Problems | p. 28 |
3 Introduction to Reliability | p. 31 |
3.1 Need for Reliability | p. 31 |
3.2 Bathtub Hazard Rate Curve | p. 32 |
3.3 General and Specific Hazard Rate Functions | p. 33 |
3.3.1 Hazard Rate for Exponential Distribution | p. 33 |
3.3.2 Hazard Rate for Weibull Distribution | p. 34 |
3.3.3 Hazard Rate for General Distribution | p. 34 |
3.4 General and Specific Reliability Functions | p. 35 |
3.4.1 Reliability Function for Exponential Distribution | p. 36 |
3.4.2 Reliability Function for Weibull Distribution | p. 36 |
3.4.3 Reliability Function for General Distribution | p. 36 |
3.5 Mean Time to Failure | p. 36 |
3.5.1 Equation (3.19) Derivation | p. 37 |
3.5.2 Equation (3.20) Derivation | p. 38 |
3.6 Failure Rate Estimation | p. 40 |
3.7 Failure Data Collection, Sources, and Failure Rates for Selected Items | p. 42 |
3.7.1 Failure Rates for Selected Items | p. 43 |
3.8 Problems | p. 43 |
4 Static Reliability Evaluation Models | p. 47 |
4.1 Introduction | p. 47 |
4.2 Series Network | p. 47 |
4.3 Parallel Network | p. 49 |
4.4 k-Out-of-m Network | p. 51 |
4.5 Series-Parallel Network | p. 52 |
4.6 Parallel-Series Network | p. 54 |
4.7 Bridge Network | p. 56 |
4.8 Problems | p. 58 |
5 Dynamic Reliability Evaluation Models | p. 61 |
5.1 Introduction | p. 61 |
5.2 Series Network | p. 61 |
5.2.1 Series System Reliability and Mean Time to Failure with Weibull Distributed Units' Times to Failure | p. 63 |
5.2.2 Series System Reliability with Nonconstant Failure Rates of Units | p. 64 |
5.3 Parallel Network | p. 65 |
5.4 k-Out-of-m Network | p. 67 |
5.5 Series-Parallel Network | p. 70 |
5.6 Parallel-Series Network | p. 71 |
5.7 Standby System | p. 72 |
5.8 Bridge Network | p. 74 |
5.9 Problems | p. 75 |
6 Reliability Evaluation Methods | p. 79 |
6.1 Introduction | p. 79 |
6.2 Network Reduction Method | p. 79 |
6.3 Fault Tree Analysis (FTA) Method | p. 82 |
6.3.1 Fault Tree Symbols and Basic Steps for Developing a Fault Tree | p. 82 |
6.3.2 Probability Evaluation of Fault Trees | p. 83 |
6.4 Markov Method | p. 86 |
6.5 Decomposition Method | p. 87 |
6.6 Failure Modes and Effect Analysis (FMEA) Method | p. 90 |
6.7 Common Cause Failure Analysis Method | p. 91 |
6.8 Problems | p. 95 |
7 Reliability Testing | p. 99 |
7.1 Introduction | p. 99 |
7.2 Types of Reliability Testing | p. 99 |
7.3 Tests for Determining the Validity of an Item's Exponentially Distributed Times to Failure | p. 101 |
7.3.1 Test I | p. 101 |
7.3.2 Test II | p. 103 |
7.4 Confidence Limit Estimation on Mean Item Life | p. 105 |
7.4.1 Method I | p. 106 |
7.4.2 Method II | p. 107 |
7.5 Economics of Testing | p. 109 |
7.6 Problems | p. 110 |
8 Reliability Management and Costing | p. 113 |
8.1 Introduction | p. 113 |
8.2 General Management Reliability Program-Related Responsibilities and Guiding Force Associated Facts for an Effective Reliability Program | p. 113 |
8.3 An Approach for Developing Reliability Goals and Useful Guidelines for Developing Reliability Programs | p. 115 |
8.4 Reliability Engineering Department Responsibilities and Tasks of a Reliability Engineer | p. 116 |
8.5 Reliability Cost | p. 117 |
8.6 Reliability Activity Cost Estimation Models | p. 118 |
8.6.1 Reliability Prediction Manhour Estimation Model | p. 119 |
8.6.2 Reliability Modeling/Allocation Manhour Estimation Model | p. 119 |
8.6.3 Reliability and Maintainability Program Plan Manhour Estimation Model | p. 119 |
8.6.4 Reliability Testing Manhour Estimation Model | p. 120 |
8.6.5 Failure Modes and Effect Analysis (FMEA) Manhour Estimation Model | p. 120 |
8.6.6 Failure Reporting and Corrective Action System (FRACAS) Manhour Estimation Model | p. 120 |
8.6.7 Reliability and Maintainability Management Manhour Estimation Model | p. 121 |
8.7 Problems | p. 121 |
9 Introduction to Quality | p. 123 |
9.1 Introduction | p. 123 |
9.2 Comparisons of Modern and Traditional Products, Direct Factors Influencing the Quality of Product and Services, and Quality Design Characteristics | p. 123 |
9.3 Quality Goals | p. 124 |
9.4 Quality Assurance System Elements | p. 125 |
9.5 Design for Quality | p. 126 |
9.6 Total Quality Management (TQM) | p. 127 |
9.6.1 TQM Elements and Goals for TQM Process Success | p. 128 |
9.6.2 Deming Approach to TQM | p. 129 |
9.6.3 Obstacles to TQM Implementation | p. 130 |
9.6.4 Selected Books on TQM and Organizations that Promote the TQM Concept | p. 131 |
9.7 Problems | p. 132 |
10 Quality Analysis Methods | p. 135 |
10.1 Introduction | p. 135 |
10.2 Quality Control Charts | p. 135 |
10.2.1 The p-Charts | p. 136 |
10.2.2 The R-Charts | p. 138 |
10.2.3 The X-Charts | p. 141 |
10.2.4 The c-Charts | p. 143 |
10.3 Pareto Diagram | p. 146 |
10.4 Quality Function Deployment (QFD) | p. 146 |
10.5 Scatter Diagram | p. 147 |
10.6 Cause-and-Effect Diagram | p. 149 |
10.7 Hoshin Kanri | p. 150 |
10.8 Design of Experiments (DOE) | p. 151 |
10.9 Fault Tree Analysis (FTA) | p. 151 |
10.10 Failure Modes and Effect Analysis (FMEA) | p. 153 |
10.11 Problems | p. 153 |
11 Quality Management and Costing | p. 155 |
11.1 Introduction | p. 155 |
11.2 Upper and Middle Management Quality-Related Roles | p. 155 |
11.3 Quality Control Engineering Functions and Quality-Related Responsibilities Among Various Organizational Groups | p. 156 |
11.4 Steps for Planning the Quality Control Organizational Structure and Quality Control Organizational Methods | p. 157 |
11.5 Quality Manager Attributes, Functions, and Reasons for Failure | p. 159 |
11.6 Quality Control Manual and Quality Auditing | p. 160 |
11.7 Procurement Quality Control | p. 160 |
11.7.1 Useful Guidelines for Controlling Incoming Part/Materials | p. 161 |
11.7.2 Incoming Material Inspection | p. 161 |
11.7.3 Formulas for Determining Accuracy and Waste of Inspectors and Vendor Quality Rating | p. 162 |
11.8 Quality Costs | p. 164 |
11.8.1 Classifications of Quality Costs | p. 164 |
11.9 Quality Cost Indexes | p. 165 |
11.9.1 Index I | p. 165 |
11.9.2 Index II | p. 166 |
11.9.3 Index III | p. 166 |
11.10 Problems | p. 166 |
12 Introduction to Safety | p. 169 |
12.1 Need for Safety | p. 169 |
12.2 Safety-Related Facts and Figures | p. 169 |
12.3 Engineers and Safety | p. 170 |
12.4 Product Hazard Classifications and Common Mechanical Injuries | p. 171 |
12.5 Statute, Common, Administrative, and Liability Laws and Product Liability | p. 173 |
12.6 Workers' Compensation | p. 175 |
12.7 Problems | p. 175 |
13 Safety Analysis Methods | p. 177 |
13.1 Introduction | p. 177 |
13.2 Cause and Effect Diagram (CAED) | p. 177 |
13.3 Fault Tree Analysis (FTA) | p. 178 |
13.4 Control Charts | p. 180 |
13.5 Markov Method | p. 181 |
13.6 Failure Modes and Effect Analysis (FMEA) | p. 184 |
13.7 Hazards and Operability Analysis (HAZOP) | p. 184 |
13.8 Technic of Operations Review (TOR) | p. 184 |
13.9 Interface Safety Analysis (ISA) | p. 186 |
13.10 Job Safety Analysis (JSA) | p. 187 |
13.11 Safety Indexes | p. 187 |
13.11.1 Disabling Injury Severity Rate (DISR) | p. 187 |
13.11.2 Disabling Injury Frequency Rate (DIFR) | p. 188 |
13.12 Problems | p. 188 |
14 Safety Management and Costing | p. 191 |
14.1 Introduction | p. 191 |
14.2 Safety Management Principles and Developing a Safety Program Plan | p. 191 |
14.3 Safety Department Functions | p. 193 |
14.4 Functions and Qualifications of Safety Professionals | p. 193 |
14.4.1 Safety Manager | p. 193 |
14.4.2 Safety Engineer | p. 194 |
14.5 Safety Committees and Motivating Employees to Work Safely | p. 195 |
14.6 A Manufacturer's Losses or Cost due to an Accident Involving its Product | p. 196 |
14.7 Safety Cost Estimation Methods and Models | p. 197 |
14.7.1 The Simonds Method | p. 197 |
14.7.2 The Heinrich Method | p. 198 |
14.7.3 Total Safety Cost Estimation Model | p. 198 |
14.8 Safety Cost Indexes | p. 199 |
14.8.1 Index I | p. 199 |
14.8.2 Index II | p. 199 |
14.8.3 Index III | p. 199 |
14.9 Problems | p. 200 |
15 Robot, Software, and Medical Device Safety | p. 203 |
15.1 Introduction | p. 203 |
15.2 Robot Safety | p. 204 |
15.2.1 Facts and Figures | p. 204 |
15.2.2 Robot Safety Problems | p. 204 |
15.2.3 Types of Robot Accidents | p. 205 |
15.2.4 Robot Hazard Causes | p. 205 |
15.2.5 Robot Safeguard Methods | p. 206 |
15.3 Software Safety | p. 207 |
15.3.1 Facts and Figures | p. 207 |
15.3.2 Software Safety vs. Reliability | p. 208 |
15.3.3 Software Hazard Causing Ways | p. 208 |
15.3.4 Basic Software System Safety Tasks | p. 208 |
15.3.5 Software Hazard Analysis Methods | p. 209 |
15.4 Medical Device Safety | p. 210 |
15.4.1 Facts and Figures | p. 210 |
15.4.2 Medical Device Safety vs. Reliability | p. 210 |
15.4.3 Types of Medical Device Safety | p. 211 |
15.4.4 Patient Injury and Medical Device Accident Causes | p. 212 |
15.4.5 Medical Device Safety Requirements | p. 212 |
15.5 Problems | p. 212 |
Index | p. 217 |