Simulation of industrial systems: discrete event simulation using Excel/VBA
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York, NY [u.a.]
Auerbach
2008
|
| Schriftenreihe: | Engineering and management innovation series
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index. - Formerly CIP |
| Beschreibung: | XXIV, 512 S. graph. Darst. 24cm 1 CD-ROM ; 12 cm |
| Format: | Systemvoraussetzungen der Beil.: Windows XP with SP2, Excel 2003 |
| ISBN: | 9781420067446 1420067443 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV037212535 | ||
| 003 | DE-604 | ||
| 005 | 20110317 | ||
| 007 | t | ||
| 008 | 110208s2008 d||| b||| 00||| eng d | ||
| 020 | |a 9781420067446 |9 978-1-4200-6744-6 | ||
| 020 | |a 1420067443 |c (hbk.) : £64.99 |9 1-420-06744-3 | ||
| 035 | |a (OCoLC)711808117 | ||
| 035 | |a (DE-599)HBZHT015602219 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-M347 | ||
| 084 | |a QH 444 |0 (DE-625)141591: |2 rvk | ||
| 100 | 1 | |a Elizandro, David |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Simulation of industrial systems |b discrete event simulation using Excel/VBA |c David Elizandro ; Hamdy Taha |
| 264 | 1 | |a New York, NY [u.a.] |b Auerbach |c 2008 | |
| 300 | |a XXIV, 512 S. |b graph. Darst. |c 24cm |e 1 CD-ROM ; 12 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Engineering and management innovation series | |
| 500 | |a Includes bibliographical references and index. - Formerly CIP | ||
| 538 | |a Systemvoraussetzungen der Beil.: Windows XP with SP2, Excel 2003 | ||
| 630 | 0 | 4 | |a Microsoft Excel |
| 630 | 0 | 4 | |a Microsoft Visual BASIC |
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Operations research |x Data processing | |
| 650 | 4 | |a Discrete-time systems |x Computer simulation | |
| 650 | 4 | |a Manufacturing processes |x Computer simulation | |
| 650 | 4 | |a Digital computer simulation | |
| 650 | 0 | 7 | |a Diskrete Simulation |0 (DE-588)4258649-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Industriebetrieb |0 (DE-588)4026813-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Operations Management |0 (DE-588)4549167-7 |2 gnd |9 rswk-swf |
| 653 | |a EXCEL | ||
| 653 | |a Operations Research | ||
| 653 | |a Datenverarbeitung | ||
| 653 | |a Digitale Computersimulation | ||
| 653 | |a Fertigung | ||
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-021126571 | ||
Datensatz im Suchindex
| _version_ | 1804143806101061632 |
|---|---|
| adam_text | Contents
Preface...........................................................................................................xv
Acknowledgments........................................................................................xxi
The Authors...............................................................................................xxiii
PART I SIMULATION FUNDAMENTALS
1 Simulation Modeling..............................................................................3
1.1 Why Simulate?.....................................................................................3
1.2 Types of Simulation.............................................................................5
1.3 The Simulation Clock..........................................................................5
1.4 Randomness in Simulation..................................................................7
1.5 Discrete Simulation Languages............................................................7
1.6 Design Environment for Event-Driven Simulation...............................8
1.7 The Two Sides of Simulation................................................................9
1.8 Organization of the Book...................................................................10
For Further Reading...................................................................................11
Problems.....................................................................................................11
2 Probability and Statistics in Simulation...............................................13
2.1 Role of Probability and Statistics in Simulation.................................13
2.2 Characterization of Common Distributions in Simulation................14
2.2.1 Properties of Common Distributions.....................................14
2.2.1.1 Uniform Distribution..............................................14
2.2.
2.2.
2.2.
2.2.
2.2.
2.2.
2.2.
2.2.
.2 Negative Exponential Distribution..........................15
.3 Gamma (Erlang) Distribution.................................16
.4 Normal Distribution................................................17
.5 Lognormal Distribution...........................................17
.6 Weibull Distribution................................................18
.7 Beta Distribution.....................................................19
.8 Triangular Distribution...........................................19
.9 Poisson Distribution................................................20
VII
viii ¦ Contents
2.2.2 Identifying Distribution on the Basis of Historical Data........21
2.2.2.1 Building Histograms................................................21
2.2.2.2 Goodness-of-Fit Tests..............................................23
2.2.2.3 Maximum Likelihood Estimates of Distribution
Parameters...............................................................26
2.3 Statistical Output Analysis.................................................................27
2.3.1 Confidence Intervals...............................................................27
2.3.1.1 Satisfying the Normality Assumption
in Simulation...........................................................29
2.3.2 Hypothesis Testing.................................................................29
2.4 Summary...........................................................................................32
References...................................................................................................32
Problems.....................................................................................................33
3 Elements of Discrete Simulation...........................................................37
3.1 Concept of Events in Simulation........................................................37
3.2 Common Simulation Approaches.......................................................38
3.2.1 Event-Scheduling Approach...................................................38
3.2.2 Activity-Scanning Approach.................................................44
3.2.3 Process-Simulation Approach................................................46
3.3 Computations of Random Deviates...................................................48
3.3.1 Inverse Method......................................................................48
3.3.2 Convolution Method..............................................................51
3.3.3 Acceptance—Rejection Method...............................................53
3.3.4 Other Sampling Methods.......................................................55
3.3.5 Generation of (0, 1) Random Numbers..................................56
3.4 Collecting Data in Simulation...........................................................57
3.4.1 Types of Statistical Variables..................................................57
3.4.2 Histograms.............................................................................59
3.4.3 Queue and Facility Statistics in Simulation............................63
3.4.3.1 Queue Statistics.......................................................63
3.4.3.2 Facility Statistics......................................................65
3.5 Summary...........................................................................................68
References...................................................................................................68
Problems.....................................................................................................68
4 Gathering Statistical Observations in Simulation................................73
4.1 Introduction.......................................................................................73
4.2 Peculiarities of the Simulation Experiment.........................................73
4.2.1 Issue of Independence.............................................................74
4.2.2 Issue of Stationarity (Transient and
Steady-State Conditions).........................................................74
4.2.3 Issue of Normality..................................................................76
Contents ¦ ix
4.3 Peculiarities of the Simulation Experiment.........................................76
4.3.1 Normality and Independence................................................11
4.3.2 Transient Conditions..............................................................78
4.4 Gathering Simulation Observations..................................................80
4.4.1 Subinterval Method...............................................................80
4.4.2 Replication Method................................................................83
4.4.3 Regenerative Method.............................................................84
4.5 Variance Reduction............................................................................86
4.6 Summary...........................................................................................87
References...................................................................................................88
Problems.....................................................................................................88
Overview of DEEDS.............................................................................89
5.1 Introduction.......................................................................................89
5.2 DEEDS Modeling Philosophy...........................................................89
5.3 Basic Elements of DEEDS.................................................................91
5.4 Basic Features of DEEDS...................................................................93
5.4.1 Network Representation.........................................................93
5.4.2 Time Management (Simulation Clock)..................................93
5.4.3 DEEDS Class Definitions......................................................94
5.4.4 User s Files Management........................................................94
5.4.5 Generation of Random Samples.............................................96
5.4.6 Statistical Observations Gathering.........................................96
5.4.7 Interactive Debugging and Trace............................................96
5.4.8 Computations of Mathematical
Expressions.............................................................................98
5.4.9 Initialization Capabilities.......................................................98
5.4.10 Output Capabilities................................................................98
5.4.11 Model Documentation...........................................................99
5.5 Develop and Execute a DEEDS Model..............................................99
5.6 Summary...........................................................................................99
DEEDS Network Representation........................................................101
6.1 Components of the DEEDS Model..................................................101
6.1.1 DEEDS Nodes.....................................................................101
6.1.2 DEEDS Transactions...........................................................102
6.1.3 DEEDS Lists........................................................................102
6.1.4 DEEDS Classes and Procedures...........................................103
6.1.5 DEEDS Simulation Program...............................................104
6.2 Program Initial Conditions..............................................................108
6.3 Summary.........................................................................................110
x ¦ Contents
PART II EXCEL/VBA AND DESIGN ENVIRONMENT
FOR DISCRETE EVENT SIMULATION
7 VBA Programming.............................................................................113
7.1 Introduction.....................................................................................113
7.2 Names..............................................................................................113
7.3 Data Types.......................................................................................113
7.4 Variable Definitions.........................................................................114
7.5 Constants.........................................................................................115
7.6 Expressions.......................................................................................116
7.7 Assignment Statements.....................................................................117
7.8 Control Structures...........................................................................119
7.8.1 If..........................................................................................119
78.2 Case......................................................................................121
7.8.3 For........................................................................................123
7.8.4 Do........................................................................................123
7.9 Procedures........................................................................................124
7.9.1 Subs......................................................................................125
7.9.2 Functions.............................................................................128
7.10 Arrays...............................................................................................128
7.11 Summary.........................................................................................131
8 User Interface......................................................................................133
8.1 Introduction.....................................................................................133
8.2 Overview of ProgramManager.........................................................133
8.3 Source Nodes...................................................................................135
8.4 Queue Nodes...................................................................................136
8.5 Facility Nodes..................................................................................137
8.6 Initial Model....................................................................................138
8.6.1 Build VBA Code..................................................................139
8.6.2 Program Execution...............................................................142
8.6.3 Viewing Options..................................................................144
8.7 Delay Nodes.....................................................................................149
8.8 Statistical Variables..........................................................................149
8.9 User-Defined Probability Functions.................................................153
8.10 User-Defined Tables.........................................................................155
8.11 Program Execution—Expanded.......................................................156
8.12 Summary.........................................................................................157
9 Modeling Procedures..........................................................................159
9.1 Introduction.....................................................................................159
9.2 Visual Basic Procedures....................................................................159
9.3 Simulator Procedures.......................................................................160
Contents ¦ xi
9.4 DEEDS Classes................................................................................162
9.4.1 Source..................................................................................163
9.4.2 Queue...................................................................................165
9.4.3 Facility.................................................................................169
9.4.4 Delay....................................................................................176
9.4.5 Transaction..........................................................................177
9.4.6 Statistic.................................................................................181
9.4.7 pdf........................................................................................183
9.4.8 Table....................................................................................185
9.5 Distribution Functions.....................................................................186
9.6 Visual Basic Functions.....................................................................187
9.7 Excel WorksheetFunction................................................................188
9.8 Summary.........................................................................................195
Problems...................................................................................................195
10 Simulation Output..............................................................................205
10.1 Introduction.....................................................................................205
10.2 Gathering Observations...................................................................205
10.3 Simulation Messages........................................................................207
10.4 Monitoring Simulation During Execution.......................................207
10.5 Forced Model Termination.............................................................208
10.6 Standard Output.............................................................................209
10.6.1 Source Sheet........................................................................209
10.6.2 Queue Sheet........................................................................209
10.6.3 Facility Sheet........................................................................211
10.6.4 Delay Sheet...........................................................................212
10.6.5 Statistics Sheet......................................................................212
10.6.6 UserOutput Sheet.................................................................213
10.7 Model Verification...........................................................................214
10.7.1 User-Defined Simulator Messages.........................................214
10.7.2 Trace Report.........................................................................215
10.7.3 Collection Report.................................................................217
10.8 VBA Interactive Debugger...............................................................218
10.9 Summary.........................................................................................223
11 Analysis of Simulation Results............................................................225
11.1 Introduction.....................................................................................225
11.2 Effect of Transient State...................................................................227
11.3 Gathering Statistical Observations...................................................232
11.4 Establishing Confidence Intervals...................................................234
11.5 Hypothesis Testing in Simulation Experiments................................235
11.6 Summary.........................................................................................236
Reference..................................................................................................236
xii ¦ Contents
12 Modeling Special Effects.....................................................................237
12.1 Introduction.................................................................................237
12.2 A Multi-Server Facility to Represent Independent Facilities.........237
12.3 Facility Preemption Operation.....................................................240
12.4 Limit on Waiting Time in Queues..............................................242
12.5 Time-Dependent Intercreation Times at a Source.......................244
12.6 Network Logic Change Using Queue Nodes..............................246
12.7 Controlled Blockage of a Facility.................................................248
12.8 Assemble and Match Sets with Common Queues........................250
12.9 Jackson Networks........................................................................252
12.10 Sampling without Replacement....................................................254
Reference..................................................................................................255
Problems...................................................................................................255
13 Advanced Routing Techniques............................................................259
13.1 Introduction.................................................................................259
13.2 Routing Transactions...................................................................259
13.2.1 Always Routing.............................................................260
13.2.2 Conditional Routing.....................................................260
13.2.3 Select Routing................................................................261
13.2.3.1 Node Independent.........................................262
13.2.3.2 Current State of Node..................................264
13.2.3.3 Recent History of Node.............................264
13.2.4 Probabilistic Routing......................................................265
13.2.5 Dependent Routing.......................................................266
13.2.6 Exclusive Routing...........................................................267
13.2.7 Last Choice....................................................................267
13.3 Synchronized Queues...................................................................270
13.3.1 Match.............................................................................270
13.3.2 Assemble Transactions...................................................272
13.4 Summary.....................................................................................274
Problems..................................................................................................274
PART III APPLICATIONS
14 Simulation Project Management.........................................................281
14.1 Introduction.................................................................................281
14.2 System Specification.....................................................................281
14.3 Simulation Constants, Decision Variables, and Constraints.........283
14.4 Data Specifications......................................................................286
14.5 Project Management...................................................................288
14.5.1 Problem Definition.........................................................289
14.5.2 Preliminary Design........................................................290
Contents ¦ xiii
14.5.3 Validate Design................................................................290
14.5.4 Model Development.........................................................290
14.5.5 Verify Model.....................................................................291
14.5.6 Design/Conduct Experiments..........................................291
14.5.7 Summarize/Present Results..............................................292
14.6 Summary.......................................................................................292
References.................................................................................................293
15 Facilities Layout Models.....................................................................295
15.1 Introduction...................................................................................295
15.2 Line Balancing...............................................................................296
15.3 Flexible Manufacturing Environment...........................................306
Reference..................................................................................................317
16 Materials-Handling Models................................................................319
16.1 Introduction...................................................................................319
16.2 Transporter Car.............................................................................319
16.3 Overhead Crane.............................................................................323
16.4 Carrousel Conveyor.......................................................................330
16.5 Belt Conveyor—Plywood Mill Operation.....................................334
References................................................................................................342
17 Inventory Control Models..................................................................343
17.1 Introduction..................................................................................343
17.2 Discount Store Model...................................................................343
17.3 Periodic Review Model..................................................................348
17.4 Continuous Review Model.............................................................352
References.................................................................................................357
18 Scheduling Models..............................................................................359
18.1 Introduction...................................................................................359
18.2 Job Shop Scheduling......................................................................359
18.3 PERT Project Scheduling..............................................................367
18.4 Daily Manpower Allocation...........................................................372
References.................................................................................................379
19 Maintenance and Reliability Models..................................................381
19.1 Introduction...................................................................................381
19.2 General Reliability Model..............................................................381
19.3 Maintenance Scheduling................................................................385
20 Quality Control Models......................................................................397
20.1 Introduction..................................................................................397
20.2 Costing Inspection Plans...............................................................397
xiv ¦ Contents
20.3 Monitoring Control Charts...........................................................403
Reference..................................................................................................410
21 Supply Chain Models..........................................................................411
21.1 Introduction...................................................................................411
21.2 Port Operation...............................................................................411
21.3 Automatic Warehouse Operation...................................................421
21.4 Cross Dock Model........................................................................430
References.................................................................................................439
Problems...................................................................................................439
22 Advanced Analysis Techniques...........................................................447
22.1 Introduction..................................................................................447
22.2 Evaluation of Alternatives..............................................................447
22.3 Design of Experiments.................................................................448
22.4 Simulation and Search Algorithms................................................450
22.5 Cross Dock Problem......................................................................452
22.6 Summary......................................................................................464
References................................................................................................466
Appendix A Initializing DEEDS..............................................................467
Appendix B Classes and Procedures.........................................................479
Appendix C Histograms Using Excel.......................................................489
Index...........................................................................................................495
|
| any_adam_object | 1 |
| author | Elizandro, David Taha, Hamdy A. 1937- |
| author_GND | (DE-588)133779432 |
| author_facet | Elizandro, David Taha, Hamdy A. 1937- |
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| genre | (DE-588)4006432-3 Bibliografie gnd-content |
| genre_facet | Bibliografie |
| id | DE-604.BV037212535 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T22:53:30Z |
| institution | BVB |
| isbn | 9781420067446 1420067443 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-021126571 |
| oclc_num | 711808117 |
| open_access_boolean | |
| owner | DE-M347 |
| owner_facet | DE-M347 |
| physical | XXIV, 512 S. graph. Darst. 24cm 1 CD-ROM ; 12 cm |
| publishDate | 2008 |
| publishDateSearch | 2008 |
| publishDateSort | 2008 |
| publisher | Auerbach |
| record_format | marc |
| series2 | Engineering and management innovation series |
| spelling | Elizandro, David Verfasser aut Simulation of industrial systems discrete event simulation using Excel/VBA David Elizandro ; Hamdy Taha New York, NY [u.a.] Auerbach 2008 XXIV, 512 S. graph. Darst. 24cm 1 CD-ROM ; 12 cm txt rdacontent n rdamedia nc rdacarrier Engineering and management innovation series Includes bibliographical references and index. - Formerly CIP Systemvoraussetzungen der Beil.: Windows XP with SP2, Excel 2003 Microsoft Excel Microsoft Visual BASIC Datenverarbeitung Operations research Data processing Discrete-time systems Computer simulation Manufacturing processes Computer simulation Digital computer simulation Diskrete Simulation (DE-588)4258649-5 gnd rswk-swf Industriebetrieb (DE-588)4026813-5 gnd rswk-swf Operations Management (DE-588)4549167-7 gnd rswk-swf EXCEL Operations Research Digitale Computersimulation Fertigung (DE-588)4006432-3 Bibliografie gnd-content Industriebetrieb (DE-588)4026813-5 s Operations Management (DE-588)4549167-7 s Diskrete Simulation (DE-588)4258649-5 s DE-604 Taha, Hamdy A. 1937- Verfasser (DE-588)133779432 aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=021126571&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Elizandro, David Taha, Hamdy A. 1937- Simulation of industrial systems discrete event simulation using Excel/VBA Microsoft Excel Microsoft Visual BASIC Datenverarbeitung Operations research Data processing Discrete-time systems Computer simulation Manufacturing processes Computer simulation Digital computer simulation Diskrete Simulation (DE-588)4258649-5 gnd Industriebetrieb (DE-588)4026813-5 gnd Operations Management (DE-588)4549167-7 gnd |
| subject_GND | (DE-588)4258649-5 (DE-588)4026813-5 (DE-588)4549167-7 (DE-588)4006432-3 |
| title | Simulation of industrial systems discrete event simulation using Excel/VBA |
| title_auth | Simulation of industrial systems discrete event simulation using Excel/VBA |
| title_exact_search | Simulation of industrial systems discrete event simulation using Excel/VBA |
| title_full | Simulation of industrial systems discrete event simulation using Excel/VBA David Elizandro ; Hamdy Taha |
| title_fullStr | Simulation of industrial systems discrete event simulation using Excel/VBA David Elizandro ; Hamdy Taha |
| title_full_unstemmed | Simulation of industrial systems discrete event simulation using Excel/VBA David Elizandro ; Hamdy Taha |
| title_short | Simulation of industrial systems |
| title_sort | simulation of industrial systems discrete event simulation using excel vba |
| title_sub | discrete event simulation using Excel/VBA |
| topic | Microsoft Excel Microsoft Visual BASIC Datenverarbeitung Operations research Data processing Discrete-time systems Computer simulation Manufacturing processes Computer simulation Digital computer simulation Diskrete Simulation (DE-588)4258649-5 gnd Industriebetrieb (DE-588)4026813-5 gnd Operations Management (DE-588)4549167-7 gnd |
| topic_facet | Microsoft Excel Microsoft Visual BASIC Datenverarbeitung Operations research Data processing Discrete-time systems Computer simulation Manufacturing processes Computer simulation Digital computer simulation Diskrete Simulation Industriebetrieb Operations Management Bibliografie |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=021126571&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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