Introduction to statistical quality control:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York u.a.
Wiley
1991
|
| Ausgabe: | 2. ed. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | getr. Zähl. graph. Darst. |
| ISBN: | 047151988X |
Internformat
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| 100 | 1 | |a Montgomery, Douglas C. |d 1943- |e Verfasser |0 (DE-588)12861448X |4 aut | |
| 245 | 1 | 0 | |a Introduction to statistical quality control |c Douglas C. Montgomery |
| 246 | 1 | 3 | |a Statistical quality control |
| 250 | |a 2. ed. | ||
| 264 | 1 | |a New York u.a. |b Wiley |c 1991 | |
| 300 | |a getr. Zähl. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 7 | |a Kwaliteitscontrole |2 gtt | |
| 650 | 7 | |a Kwantitatieve methoden |2 gtt | |
| 650 | 4 | |a Process control |x Statistical methods | |
| 650 | 4 | |a Quality control |x Statistical methods | |
| 650 | 0 | 7 | |a Statistische Qualitätskontrolle |0 (DE-588)4182962-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Qualitätskontrolle |0 (DE-588)4047968-7 |2 gnd |9 rswk-swf |
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| 883 | 1 | |8 2\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
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Datensatz im Suchindex
| _version_ | 1811795981838057472 |
|---|---|
| adam_text |
Contents Chapter 1
Quality Improvement In the Modern Business
Environment /I
1-1 THE MEANING OF QUALITY IMPROVEMENT /I
1-2 THE LINK BETWEEN QUALITY IMPROVEMENT
AND PRODUCTIVITY /3
1-3 QUALITY COSTS /5
1-3.1 Prevention Costs /5
1-3.2 Appraisal Costs /7
1-3.3 Internal Failure Costs /7
1-3.4 External Failure Costs /8
1-3.5 The Management of Quality Costs /9
1-4 METHODS OF QUALITY IMPROVEMENT /I I
1-5 Total Quality Management /15
1-6 Legal Aspects /18
1-7 Summary /20
PARTI
STATISTICAL METHODS USEFUL IN QUALITY
IMPROVEMENT /21
Chapter 2
Modeling Process Quality /23
2-1 DESCRIBING VARIATION /23
2-1.1 The Frequency Distribution and
Histogram /23
2-1.2 Numerical Summary of Data /26
2-1.3 Other Useful Graphical Methods /28
2-1.4 Probability Distributions /32
2-2 IMPORTANT DISCRETE DISTRIBUTIONS /36
2-2.1 The Hypergeometric Distribution /36
2-2.2 The Binomial Distribution /37
2-2.3 The Poisson Distribution /39
2-2.4 The Pascal and Related Distributions /40
2-3 IMPORTANT CONTINUOUS
DISTRIBUTIONS /41
2-3.1 The Normal Distribution /41
2-3.2 The Exponential Distribution /47
2-3.3 The Gamma Distribution /48
2-3.4 The Weibull Distribution /50
2-4 SOME USEFUL APPROXIMATIONS /52
2-4.1 The Binomial Approximation to the
Hypergeometric /52
2-4.2 The Poisson Approximation to the Binomial /53
2-4.3 The Normal Approximation to the Binomial /53
2-4.4 Comments on Approximations /54
2-5 EXERCISES /54
Chapter 3
Inferences About Process Quality /59
3-1 STATISTICS AND SAMPLING
DISTRIBUTIONS /60
3-1.1 Sampling from a Normal Distribution /60
3-1.2 Sampling from a Bernoulli Distribution /64
3-1.3 Sampling from a Poisson Distribution /65
3-2 ESTIMATION OF PROCESS PARAMETERS /66
3-2.1 Point Estimation /66
3-2.2 Interval Estimation /67
3-3 HYPOTHESIS TESTING ON PROCESS
PARAMETERS /76
3-3. J Tests on Means, Variance Known /77
3-3.2 Tests on Means of Normal Distributions,
Variance Unknown /79
3-3.3 Tests on Variances of Normal Distributions /83
3-3.4 Tests on Binomial Parameters /85
3-3.5 Tests on Poisson Parameters /87
3-3.6 The Probability of Type II Error /89
3-4 EXERCISES /92
PART II
STATISTICAL PROCESS CONTROL /99
Chapter 4
Methods and Philosophy of Statistical Process
Control /101
4-1 INTRODUCTION /101
4-2 CHANCE AND ASSIGNABLE CAUSES OF
QUALITY VARIATION /102
4-3 STATISTICAL BASIS OF THE CONTROL
CHART /103
4-3.1 Basic Principles /103
4-3.2 Choice of Control Limits /109
4-3.3 Sample Size and Sampling Frequency /111
4-3.4 Rational Subgroups /113
4-3.5 Analysis of Patterns on Control Charts /114
4-3.6 Summary of Sensitizing Rules for Control
Charts /117
4-4 THE REST OF THE "MAGNIFICENT
SEVEN" /118
4-5 IMPLEMENTING SPC /126
4-6 AN APPLICATION OF SPC /129
4-7 NONMANUFACTURING APPLICATION OF
STATISTICAL PROCESS CONTROL /137
4-8 EXERCISES /144
Chapter 5
Control Charts for Attributes /147
5-1 INTRODUCTION /147
5-2 THE CONTROL CHART FOR FRACTION
NONCONFORMING /148
5-2.1 Development and Operation of the Control
Chart /149
5-2.2 Variable Sample Size /163
5-2.3 Nonmanufacturing Applications /169
5-2.4 The Operating-Characteristic Function and
Average Run Length Calculations /169
5-3 CONTROL CHARTS FOR NONCONFORMITIES
(DEFECTS) /172
5-3.1 Procedures with Constant Sample Size /I 72
5-3.2 Procedures with Variable Sample Size /183
5-3.3 Demerit Systems /185
5-3.4 The Operating-Characteristic Function /186
5-3.5 Dealing with Low-Defect Levels /188
5-3.6 Nonmanufacturing Applications /188
5-4 EXERCISES /188
Chapter 6
Control Charts for Variables /201
6-1 INTRODUCTION /201
6-2 CONTROL CHARTS FOR * AND R /203
6-2.1 Statistical Basis of the Charts /203
6-2.2 Development and Use of x and R Charts /206
6-2.3 Charts Based on Standard Values /221
6-2.4 Interpretation of x and fl Charts /222
6-2.5 The Effect of Nonnormality on xand R
Charts /225
6-2.6 The Operating-Characteristic Function /226
6-2.7 The Average Run Length for the x Chart /229
6-3 CONTROL CHARTS FOR xAND S /230
6-3.1 Construction and Operation of x and 5
Charts /231
6-3.2 The x and 5 Control Charts with Variable
Sample Size /235
6-3.3 The S2 Control Chart /239
6-3.4 Control Limits Based on a Small Number of
Samples (Short Production Runs) /241
6-4 CONTROL CHARTS FOR INDIVIDUAL
MEASUREMENTS /241
6-5 CHOICE BETWEEN ATTRIBUTES AND
VARIABLES CONTROL CHARTS /246
6-6 SUMMARY OF PROCEDURES FOR x, R, AND S
CHARTS /248
6-7 GUIDELINES FOR IMPLEMENTING CONTROL
CHARTS /248
6-8 APPLICATIONS OF VARIABLES CONTROL
CHARTS /257
6-9 EXERCISES /265
Chapter 7
Cumulative-Sum and Exponentially Weighted
Moving-Average Control Charts /279
7-1 THE CUMULATIVE-SUM CONTROL
CHART /280
7-1.1 Basic Principles: The Cusum Control Chart for
Sample Averages /280
7-1.2 Designing a Cumulative-Sum Control Chart to
Obtain a Particular ARL /288
7-1.3 The One-Sided Cusum /290
7-1.4 A Tabular Form of the Cusum /291
7-1.5 Some Other Cusum Procedures /296
7-2 THE EXPONENTIALITY WEIGHTED
MOVINGVWERAGE CONTROL CHART /299
7-2.1 The Exponentially Weighted Moving-Average
Control Chart for Sample Averages /299
7-2.2 Design of an EWMA Control Chart /305
7-2.3 EWMA Charts for Other Sample Statistics /306
7-2.4 The Moving-Average Control Chart /307
7-3 EXERCISES /310
Chapter 8
Other Statistical Process-Control
Techniques /313
8-1 STATISTICAL PROCESS CONTROL FOR SHORT
PRODUCTION RUNS /313
8-1.1 x and R Charts for Short Production Runs /314
8-1.2 Attribute Control Charts for Short Production
Runs /316
8-2 MODIFIED AND ACCEPTANCE CONTROL
CHARTS /317
8-2.1 Modified Control Limits for the x Chart /317
8-2.2 Acceptance Control Charts /319
8-3 GROUP CONTROL CHARTS FOR
MULTIPLE-STREAM PROCESSES /321
8-4 MULTIVARIATE QUALITY CONTROL /322
8^.1 Control of Means /324
8-4.2 Control of Process Variability /330
8-5 PRE-CONTROL /332
8-6 STATISTICAL ALTERNATIVES TO CONTROL
CHARTS /334
8-7 EVOLUTIONARY OPERATION /335
8-8 SPC WITH CORRELATED PROCESS DATA /341
8-9 OVERVIEW OF OTHER PROCEDURES /351
8-10 EXERCISES /357
Chapter 9
Process-Capability Analysis /365
9-1 INTRODUCTION /365
9-2 PROCESS-CAPABILITY ANALYSIS USING A
HISTOGRAM OR A PROBABILITY PLOT /367
9-2.1 Using the Histogram /367
9-2.2 Process-Capability Ratios /369
9-2.3 Probability Plotting /380
9-3 PROCESS-CAPABILITY ANALYSIS USING A
CONTROL CHART /385
9-4 PROCESS-CAPABILITY ANALYSIS USING
DESIGNED EXPERIMENTS /388
9-5 GAGE CAPABILITY STUDIES /390
9-6 SETTING SPECIFICATION LIMITS ON DISCRETE
COMPONENTS /396
9-6.1 Linear Combinations /396
9-6.2 Nonlinear Combinations /400
9-7 ESTIMATING THE NATURAL TOLERANCE LIMITS
OF A PROCESS /403
9-7.1 Tolerance Limits Based on the Normal
Distribution /404
9-7.2 Nonparametric Tolerance Limits /404
9-8 EXERCISES /405
Chapter 10
Economic Design of Control Charts /413
10-1 INTRODUCTION /413
10-1.1 Process Characteristics /414
10-1.2 Cost Parameters /414
10-1.3 Early Work and Semieconomic Designs /416
10-2 ECONOMIC MODELS OF THE * CONTROL
CHART /417
10-2.1 Single Assignable-Cause Models /418
10-2.2 Multiple Assignable-Cause Models /429
10-2.3 Joint Economic Design of x and /? Control
Charts /436
10-3 ECONOMIC DESIGN OF THE CONTROL
CHART FOR FRACTION NONCONFORMING /437
10-4 OTHER ASPECTS OF THE ECONOMIC
DESIGN OF CONTROL CHARTS /439
10-5 SUMMARY /442
APPENDIX 10A A COMPUTER PROGRAM FOR THE
ECONOMIC DESIGN OF THE x
\ CONTROL CHART /445
10-6 EXERCISES /447
PART III
PROCESS IMPROVEMENT WITH DESIGNED
EXPERIMENTS /451
Chapter 11
The Fundamentals of Experimental
Design /453
11-1 WHAT IS EXPERIMENTAL DESIGN? /453
11-2 EXAMPLES OF EXPERIMENTAL DESIGN IN
QUALITY AND PROCESS IMPROVEMENT /455
11-3 EXPERIMENTS WITH ONE FACTOR /459
11-3.1 An Example /459
11 -3.2 The Analysis of Variance /461
11-3.3 Residual Analysis /465
11-3.4 Comparison of Individual Means /468
11 -3.5 A Components-of-Variance Model /469
11-4 BLOCKING AND NUISANCE FACTORS /472
11-4.1 The Randomized Block Design /472
11-4.2 Residual Analysis /476
11-5 GUIDELINES FOR DESIGNING
EXPERIMENTS /477
11-6 EXERCISES /479
Chapter 12
Factorial Experiments and Other Methods for
Process Improvement /483
12-1 FACTORIAL EXPERIMENTS /483
12-1.1 An Example /487
12-1.2 Statistical Analysis /488
12-1.3 Residual Analysis /492
12-2 THE 2* FACTORIAL DESIGN /494
12-2.1 The 22 Design /494
12-2.2 The 2* Design for k 3 Factors /501
12-2.3 A Single Replicate of the 2* Design /507
12-2.4 Blocking and Confounding in the 2k
Design /513
12-3 FRACTIONAL REPLICATION OF THE 2*
DESIGN /514
12-3.1 The One-Half Fraction of the 2* /514
12-3.2 Smaller Fractions: The 2k~" Fractional
Factorial Design /520
12-4 RESPONSE SURFACE METHODS /528
12-5 TAGUCHI'S CONTRIBUTIONS TO QUALITY
ENGINEERING /531
12-5.1 The Taguchi Philosophy /532
12-5.2 The Taguchi Approach to Parameter
Design /533
12-6 EXERCISES /544
PART IV
ACCEPTANCE SAMPLING /549
Chapter 13
Lot-by-Lot Acceptance Sampling for
Attributes /551
13-1 THE ACCEPTANCE-SAMPLING
PROBLEM /551
13-1.1 Advantages and Disadvantages of
Sampling /553
13-1.2 Types of Sampling Plans /553
13-1.3 Lot Formation /554
13-1.4 Random Sampling /555
13-1.5 Guidelines for Using Acceptance
Sampling /556
13-2 SINGLE-SAMPLING PLANS FOR
ATTRIBUTES /558
13-2.1 Definition of a Single-Sampling Plan /558
13-2.2 The OC Curve /558
13-2.3 Designing a Single-Sampling Plan with a
Specified OC Curve /565
13-2.4 Rectifying Inspection /566
13-3 DOUBLE, MULTIPLE, AND SEQUENTIAL
SAMPLING /57O
13-3.1 Double-Sampling Plans /571
13-3.2 Multiple-Sampling Plans /578
13-3.3 Sequential-Sampling Plans /579
13-4 A LOT-SENSITIVE COMPLIANCE (LTPD)
SAMPLING PLAN /582
13-5 MILITARY STANDARD 105D
(ANSI/ASQCZ1.4) /585
13-5.1 Description of the Standard /585
13-5.2 Procedure /587
13-5.3 Discussion /603
13-6 THE DODGE-ROMIG SAMPLING PLANS /607
13-6.1 AOQL Plans /609
13-6.2 LTPD Plans /609
13-6.3 Estimation of Process Average /620
13-7 EXERCISES /620
Chapter 14
Acceptance Sampling by Variables /623
14-1 INTRODUCTION TO VARIABLES
SAMPLING /623
14-1.1 Advantages and Disadvantages of Variables
Sampling /623
14-1.2 Types of Sampling Plans Available /624
14-1.3 Caution in the Use of Variables
Sampling /626
14-2 DESIGNING A VARIABLES SAMPLING PLAN
WITH A SPECIFIED OC CURVE /626
14-3 MIL STD 414 (ANSI/ASQC Z1.9) /630
14-3.1 General Description of the Standard /630
14-3.2 Use of the Tables /631
14-3.3 Discussion of MIL STD 414 and ANSI/ASQC
Z1.9 /644
14-4 OTHER VARIABLES SAMPLING
PROCEDURES /646
14-4.1 Sampling by Variables to Give Assurance
Regarding the Lot or Process Mean /646
14-4.2 Sequential Sampling by Variables /647
14-4.3 The Lot-Plot Method /647
14-4.4 Narrow-Limit Gaging /648
14-5 EXERCISES /649
Chapter 15
Other Acceptance-Sampling Procedures /651
15-1 CHAIN SAMPLING /651
15-2 CONTINUOUS SAMPLING /653
15-2.1 CSP-1 /654
15-2.2 CSP-2, CSP-3, and Multilevel Plans /658
15-2.3 MIL STD 1235B /661
15-3 SKIP-LOT SAMPLING PLANS /662
15-4 CONSIDERATION OF INSPECTION
ERROR /666
15-5 ECONOMIC DESIGN OF
ACCEPTANCE-SAMPLING PLANS /669
15-6 EXERCISES /673
Appendix /A-1
I CUMULATIVE POISSON DISTRIBUTION /A-3
II CUMULATIVE STANDARD NORMAL
DISTRIBUTION /A-6
III PERCENTAGE POINTS OF THE x2
DISTRIBUTION /A-8
IV PERCENTAGE POINTS OF THE t
DISTRIBUTION /A-9
V PERCENTAGE POINTS OF THE F
DISTRIBUTION /A-10
VI FACTORS FOR CONSTRUCTING VARIABLES
CONTROL CHARTS /A-15
VII FACTORS FOR TWO-SIDED NORMAL
TOLERANCE LIMITS /A-16
VIII FACTORS FOR ONE-SIDED NORMAL
TOLERANCE LIMITS /A-17
IX RANDOM NUMBERS /A-18
Bibliography /B-1
Answers to Selected Exercises /ANS-1
Index /I-1 |
| any_adam_object | 1 |
| author | Montgomery, Douglas C. 1943- |
| author_GND | (DE-588)12861448X |
| author_facet | Montgomery, Douglas C. 1943- |
| author_role | aut |
| author_sort | Montgomery, Douglas C. 1943- |
| author_variant | d c m dc dcm |
| building | Verbundindex |
| bvnumber | BV004300316 |
| callnumber-first | T - Technology |
| callnumber-label | TS156 |
| callnumber-raw | TS156 |
| callnumber-search | TS156 |
| callnumber-sort | TS 3156 |
| callnumber-subject | TS - Manufactures |
| classification_rvk | QH 251 |
| classification_tum | FER 060f |
| ctrlnum | (OCoLC)21077386 (DE-599)BVBBV004300316 |
| dewey-full | 658.5/62 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
| dewey-raw | 658.5/62 |
| dewey-search | 658.5/62 |
| dewey-sort | 3658.5 262 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Fertigungstechnik Wirtschaftswissenschaften |
| edition | 2. ed. |
| format | Book |
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| id | DE-604.BV004300316 |
| illustrated | Illustrated |
| indexdate | 2024-10-02T10:01:34Z |
| institution | BVB |
| isbn | 047151988X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-002674453 |
| oclc_num | 21077386 |
| open_access_boolean | |
| owner | DE-91G DE-BY-TUM DE-29T DE-83 DE-188 |
| owner_facet | DE-91G DE-BY-TUM DE-29T DE-83 DE-188 |
| physical | getr. Zähl. graph. Darst. |
| publishDate | 1991 |
| publishDateSearch | 1991 |
| publishDateSort | 1991 |
| publisher | Wiley |
| record_format | marc |
| spelling | Montgomery, Douglas C. 1943- Verfasser (DE-588)12861448X aut Introduction to statistical quality control Douglas C. Montgomery Statistical quality control 2. ed. New York u.a. Wiley 1991 getr. Zähl. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Kwaliteitscontrole gtt Kwantitatieve methoden gtt Process control Statistical methods Quality control Statistical methods Statistische Qualitätskontrolle (DE-588)4182962-1 gnd rswk-swf Qualitätskontrolle (DE-588)4047968-7 gnd rswk-swf 1\p (DE-588)4151278-9 Einführung gnd-content Statistische Qualitätskontrolle (DE-588)4182962-1 s DE-604 Qualitätskontrolle (DE-588)4047968-7 s 2\p DE-604 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=002674453&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Montgomery, Douglas C. 1943- Introduction to statistical quality control Kwaliteitscontrole gtt Kwantitatieve methoden gtt Process control Statistical methods Quality control Statistical methods Statistische Qualitätskontrolle (DE-588)4182962-1 gnd Qualitätskontrolle (DE-588)4047968-7 gnd |
| subject_GND | (DE-588)4182962-1 (DE-588)4047968-7 (DE-588)4151278-9 |
| title | Introduction to statistical quality control |
| title_alt | Statistical quality control |
| title_auth | Introduction to statistical quality control |
| title_exact_search | Introduction to statistical quality control |
| title_full | Introduction to statistical quality control Douglas C. Montgomery |
| title_fullStr | Introduction to statistical quality control Douglas C. Montgomery |
| title_full_unstemmed | Introduction to statistical quality control Douglas C. Montgomery |
| title_short | Introduction to statistical quality control |
| title_sort | introduction to statistical quality control |
| topic | Kwaliteitscontrole gtt Kwantitatieve methoden gtt Process control Statistical methods Quality control Statistical methods Statistische Qualitätskontrolle (DE-588)4182962-1 gnd Qualitätskontrolle (DE-588)4047968-7 gnd |
| topic_facet | Kwaliteitscontrole Kwantitatieve methoden Process control Statistical methods Quality control Statistical methods Statistische Qualitätskontrolle Qualitätskontrolle Einführung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=002674453&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT montgomerydouglasc introductiontostatisticalqualitycontrol AT montgomerydouglasc statisticalqualitycontrol |