EC3304 MODELLING AND SIMULATION SYLLABUS | ANNA UNIVERSITY BE MECHATRONICS ENGINEERING 5TH SEMESTER SYLLABUS REGULATION 2008 2011 2012-2013 BELOW IS THE ANNA UNIVERSITY FIFTH SEMESTER BE MECHATRONICS ENGINEERING DEPARTMENT SYLLABUS, TEXTBOOKS, REFERENCE BOOKS, IT IS APPLICABLE FOR ALL STUDENTS ADMITTED IN THE YEAR 2011 2012-2013 (ANNA UNIVERSITY CHENNAI,TRICHY,MADURAI,TIRUNELVELI,COIMBATORE), 2008 REGULATION OF ANNA UNIVERSITY CHENNAI AND STUDENTS ADMITTED IN ANNA UNIVERSITY CHENNAI DURING 2009
EC3304 MODELLING AND SIMULATION L T P C
3 0 0 3
OBJECTIVE
To provide an exposure on how to simulate a system or a process or an activity for detailed
analysis, optimization and decision making which is essential to reduce the product design and
development cost and time.
UNIT I 9
System and System Environment: Component of a System – Continuous and discrete systems
– Types of model; Steps in Simulation study; Simulation of an event occurrence using random
number table – Single server queue –two server queues – inventory system.
UNIT II 9
Random number generation: Properties of random numbers – Generation of Pseudo – random
numbers – techniques of generating pseudo random numbers; Test for random numbers: the
Chisquare test-the kolmogrov Smirnov test – Runs test – Gap test – poker test.
42
UNIT III 9
Random – Variate Generation: Inverse transform technique for Exponential, Uniform, triangular,
weibull, empirical, uniform and discrete distribution, Acceptance rejection method for Poisson
and gamma distribution; Direct Transformation for normal distribution.
UNIT IV 9
Analysis of simulated Data – Data collection, identifying the distribution, Parameter estimation,
goodness of fit tests, verification and validation of simulation models.
UNIT V 9
Concepts of System Identification – Identification using normal operating records (Integration
method) – Identifiability conditions – System order determination
TOTAL : 45 PERIODS
TEXT BOOK
1. Banks J., Carson J.S. and Nelson B.L., “Discrete – Event System Simulation”, 3rd
Edition, Pearson Education, Inc 2004 (ISBN 81-7808-505-4).
REFERENCES
1. Geoffrey Gorden, “System Simulation”, Prentice Hall of India, 2003.
2. Narsingh Deo., “System Simulation with Digital Computer”, Prentice Hall of India, 2003.
WEB SITES REFERENCES
1. www.arenasimulation.com
2. www.gpss.co.uk
3. www.caciasl.com
4. Other useful sites can be found in the text book recommended for this course.
EC3304 MODELLING AND SIMULATION L T P C
3 0 0 3
OBJECTIVE
To provide an exposure on how to simulate a system or a process or an activity for detailed
analysis, optimization and decision making which is essential to reduce the product design and
development cost and time.
UNIT I 9
System and System Environment: Component of a System – Continuous and discrete systems
– Types of model; Steps in Simulation study; Simulation of an event occurrence using random
number table – Single server queue –two server queues – inventory system.
UNIT II 9
Random number generation: Properties of random numbers – Generation of Pseudo – random
numbers – techniques of generating pseudo random numbers; Test for random numbers: the
Chisquare test-the kolmogrov Smirnov test – Runs test – Gap test – poker test.
42
UNIT III 9
Random – Variate Generation: Inverse transform technique for Exponential, Uniform, triangular,
weibull, empirical, uniform and discrete distribution, Acceptance rejection method for Poisson
and gamma distribution; Direct Transformation for normal distribution.
UNIT IV 9
Analysis of simulated Data – Data collection, identifying the distribution, Parameter estimation,
goodness of fit tests, verification and validation of simulation models.
UNIT V 9
Concepts of System Identification – Identification using normal operating records (Integration
method) – Identifiability conditions – System order determination
TOTAL : 45 PERIODS
TEXT BOOK
1. Banks J., Carson J.S. and Nelson B.L., “Discrete – Event System Simulation”, 3rd
Edition, Pearson Education, Inc 2004 (ISBN 81-7808-505-4).
REFERENCES
1. Geoffrey Gorden, “System Simulation”, Prentice Hall of India, 2003.
2. Narsingh Deo., “System Simulation with Digital Computer”, Prentice Hall of India, 2003.
WEB SITES REFERENCES
1. www.arenasimulation.com
2. www.gpss.co.uk
3. www.caciasl.com
4. Other useful sites can be found in the text book recommended for this course.
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