{"id":693,"date":"2021-10-12T16:20:04","date_gmt":"2021-10-12T16:20:04","guid":{"rendered":"https:\/\/itgeeks.in\/home\/?p=693"},"modified":"2021-10-12T16:20:06","modified_gmt":"2021-10-12T16:20:06","slug":"2k6-me-805d-system-simulation-and-modeling","status":"publish","type":"post","link":"https:\/\/itgeeks.in\/home\/?p=693","title":{"rendered":"2K6 ME 805(D): SYSTEM SIMULATION AND MODELING"},"content":{"rendered":"\n<p><strong>MODULE I (14 hours)<\/strong><br>System concepts-systems and system environment-component of a system-discrete and continous systems-types of system study-system analysis-system design and system postulation-system models-types of models-system simulation-steps in a simulation studycomparison of simulation and analytical models-Monte Carlo simulation \u2013examples of simulation of single server queuing system and simple inventory systems-concepts in discrete event system simulation-event scheduling\/time advance algorithms-modeling world views.<br><strong>MODULE II (12 hours)<\/strong><br>Random number generation-techniques for generating random number-linear congruential method-test for random numbers-frequency tests-Kolmogorov-Smirnov test and the Chisquare test-random variate generation-inverse transformation method-exponential, uniform, and empirical discrete and empirical continuous distributions-input modeling for simulationdata collection-identifying the distribution using histograms-parameter estimation-Chi-square goodness of fit test.<br><strong>MODULE III (13 hours)<\/strong><br>Verification and validation of simulation models-verification of simulation modelscalibration and validation of models-face validity-validation of model assumption and validating input output transformations-output analysis for a single model-types of simulation with respect to output analysis-measures of performance and their estimation-output analysis for terminating simulation-confidence interval estimation for a fixed number of replicationconfidence interval with specified precision-output analysis for steady state simulationinitialization bias-replication methods-sample size determination for a specified precisionbatch means method.<br><strong>MODULE IV (13 hours)<\/strong><br>Simulation modelling and analysis of manufacturing systems-objectives-performance measures-issues in simulation of manufacturing systems-simulation of simple job shop manufacturing systems-introduction to simulation software for manufacturing applicationssalient features of simulation languages such as general purpose simulation systems(GPSS), and simulation language for alternative modelling(SLAM)-salient features of simulators such as WITNESS and Arena.<\/p>\n\n\n\n<p>Text book<br><a href=\"https:\/\/itgeeks.in\/home\/?p=694\">Banks J., Carson J.S. &amp; Nelson B.L., Discrete-Event System Simulation, Prentice Hall of India<\/a><br>Reference books<br>1 Askin R.G. &amp; Standridge C.R., Modelling and Analysis of Manufacturing Systems, John Wiley<br>2 Deo N., System Simulation with Digital Computer, Prentice-Hall of India Private Limited<br>3 Gordon G., System Simulation, Prentice Hall of India Private Limited<br>4 <a href=\"https:\/\/itgeeks.in\/home\/?p=696\">Law A.W. &amp; Kelton W.D., Simulation Modelling and Analysis, Third Edition, McGraw Hill International Editions<\/a><br>5 <a href=\"https:\/\/itgeeks.in\/home\/?p=698\">Kelton W.D., Sadowski R.P. &amp; Sadowski D.A., Simulation with ARENA, WCB\/McGraw Hill International Editions<\/a>\u00a0\u00a0<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/itgeeks.in\/home\/?p=205\">S8 Question Papers<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>MODULE I (14 hours)System concepts-systems and system environment-component of a system-discrete and continous systems-types of system study-system analysis-system design and<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35,23,9,8],"tags":[7],"class_list":["post-693","post","type-post","status-publish","format-standard","hentry","category-ku-s8-me","category-ku-syb-s8","category-ku-syllabus","category-syllabus","tag-kannur-university"],"_links":{"self":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts\/693","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=693"}],"version-history":[{"count":1,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts\/693\/revisions"}],"predecessor-version":[{"id":700,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts\/693\/revisions\/700"}],"wp:attachment":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=693"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=693"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=693"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}