Simulation Using Promodel
Author: Charles R Harrell
The second edition of Simulation Using ProModel covers the art and science of simulation in general and the use of ProModel simulation software in particular. The lead author is the Chief Technology Advisor for ProModel Corporation. The text is appropriate for use in both a graduate or undergraduate course in simulation in a Business, Engineering or Computer Science program, and as a self-study guide to simulation for practitioners in business and industry.
The second edition of Simulation Using Promodel reflects the most recent version of the ProModel software available (version 6.0) and includes a new chapter and lab that provide deeper coverage of how random behavior is simulated and how output results are generated and evaluated. Additional examples, review questions, lab exercises and case study assignments have also been added to further enhance students’ learning experience.
This text blends theory with practice presenting actual applications in business, services and manufacturing. General topics include simulation basics, planning, data collection and analysis, model building, model verification and validation, output analysis and experimental design. Additionally, this is the first simulation text that covers simulation optimization using modern techniques. For a practical emphasis, complete chapters are devoted to typical modeling issues encountered in manufacturing, material handling and service systems.
Table of Contents:
I Study Chapters1 Introduction to Simulation2 System Dynamics3 Simulation Basics4 Discrete-Event Simulation5 Getting Started6 Data Collection and Analysis7 Model Building8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Systems11 Simulation Optimization12 Modeling Manufacturing Systems13 Modeling Material Handling Systems14 Modeling Service SystemsII Labs1 Introduction to ProModel 6.02 ProModel World View, Menu and Tutorial3 Running a ProModel Simulation4 Building Your First Model5 ProModel's Output Module6 Fitting Statistical Distribution to Input Data7 Basic Modeling Concepts8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
2 System Dynamics3 Simulation Basics4 Discrete-Event Simulation5 Getting Started6 Data Collection and Analysis7 Model Building8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Systems11 Simulation Optimization12 Modeling Manufacturing Systems13 Modeling Material Handling Systems14 Modeling Service SystemsII Labs1 Introduction to ProModel 6.02 ProModel World View, Menu and Tutorial3 Running a ProModel Simulation4 Building Your First Model5 ProModel's Output Module6 Fitting Statistical Distribution to Input Data7 Basic Modeling Concepts8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
4 Discrete-Event Simulation5 Getting Started6 Data Collection and Analysis7 Model Building8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Systems11 Simulation Optimization12 Modeling Manufacturing Systems13 Modeling Material Handling Systems14 Modeling Service SystemsII Labs1 Introduction to ProModel 6.02 ProModel World View, Menu and Tutorial3 Running a ProModel Simulation4 Building Your First Model5 ProModel's Output Module6 Fitting Statistical Distribution to Input Data7 Basic Modeling Concepts8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
6 Data Collection and Analysis7 Model Building8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Systems11 Simulation Optimization12 Modeling Manufacturing Systems13 Modeling Material Handling Systems14 Modeling Service SystemsII Labs1 Introduction to ProModel 6.02 ProModel World View, Menu and Tutorial3 Running a ProModel Simulation4 Building Your First Model5 ProModel's Output Module6 Fitting Statistical Distribution to Input Data7 Basic Modeling Concepts8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Systems11 Simulation Optimization12 Modeling Manufacturing Systems13 Modeling Material Handling Systems14 Modeling Service SystemsII Labs1 Introduction to ProModel 6.02 ProModel World View, Menu and Tutorial3 Running a ProModel Simulation4 Building Your First Model5 ProModel's Output Module6 Fitting Statistical Distribution to Input Data7 Basic Modeling Concepts8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
10 Comparing Systems11 Simulation Optimization12 Modeling Manufacturing Systems13 Modeling Material Handling Systems14 Modeling Service SystemsII Labs1 Introduction to ProModel 6.02 ProModel World View, Menu and Tutorial3 Running a ProModel Simulation4 Building Your First Model5 ProModel's Output Module6 Fitting Statistical Distribution to Input Data7 Basic Modeling Concepts8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
12 Modeling Manufacturing Systems13 Modeling Material Handling Systems14 Modeling Service SystemsII Labs1 Introduction to ProModel 6.02 ProModel World View, Menu and Tutorial3 Running a ProModel Simulation4 Building Your First Model5 ProModel's Output Module6 Fitting Statistical Distribution to Input Data7 Basic Modeling Concepts8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
14 Modeling Service SystemsII Labs1 Introduction to ProModel 6.02 ProModel World View, Menu and Tutorial3 Running a ProModel Simulation4 Building Your First Model5 ProModel's Output Module6 Fitting Statistical Distribution to Input Data7 Basic Modeling Concepts8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
1 Introduction to ProModel 6.02 ProModel World View, Menu and Tutorial3 Running a ProModel Simulation4 Building Your First Model5 ProModel's Output Module6 Fitting Statistical Distribution to Input Data7 Basic Modeling Concepts8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
3 Running a ProModel Simulation4 Building Your First Model5 ProModel's Output Module6 Fitting Statistical Distribution to Input Data7 Basic Modeling Concepts8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
5 ProModel's Output Module6 Fitting Statistical Distribution to Input Data7 Basic Modeling Concepts8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
7 Basic Modeling Concepts8 Model Verification and Validation9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
9 Simulation Output Analysis10 Comparing Alternative Systems11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
11 Simulation Optimization with SimRunner12 Intermediate Modeling Concepts13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
13 Material Handling Concepts14 Additional Modeling ConceptsIII Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
III Case Study AssignmentsCase 1 Toy Airplane ManufacturingCase 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
Case 2 Mi Cazuela - Mexican RestaurantCase 3 Jai Hind Cycles Inc. Plans New Production FacilityCase 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
Case 4 The FSB Coin SystemCase 5 Automated Warehousing at Athletic Shoe CompanyCase 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
Case 6 Concentrate Line at Florida Citrus CompanyCase 7 Balancing the Production Line at Southern California Door CompanyCase 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
Case 8 Material Handling at California Steel Industries, Inc.AppendixesA Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
A Common Continuous and Discrete DistributionsB Critical Values for Students t Distribution C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
C F Distribution for a=0.05D Critical Values for Chi-Square Distribution
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Tomorrow's Technology and You, Complete
Author: George Beekman
Completely updated, Tomorrow’s Technology and You, Ninth Edition provides you with an understanding of information technology so you can successfully navigate change and advance into the future.
Today we’re standing at the junction of three powerful and rapidly evolving technological forces: computers, communications, and digital entertainment. Computer technology is showing up in everything from automobiles to home appliances to telephones to televisions, and the lines that separate these machines are fading. This digital convergence is rapidly—and radically—altering the world in which we live.
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