{"id":19759,"date":"2019-12-10T06:10:56","date_gmt":"2019-12-10T06:10:56","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/system-identification-ice-6th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-i\/"},"modified":"2019-12-10T06:10:56","modified_gmt":"2019-12-10T06:10:56","slug":"system-identification-ice-6th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-i","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/system-identification-ice-6th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-i\/","title":{"rendered":"System Identification Ice 6th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective I)"},"content":{"rendered":"<p>System Identification Ice 6th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective I) detail syllabus for Instrumentation &amp; Control Engineering (Ice), 2017 regulation is collected from the <a href=\"https:\/\/www.annauniv.edu\/\" target=\"_blank\" rel=\"noopener\">Anna Univ<\/a> official website and presented for students of Anna University. The details of the course are: course code (IC8072), Category (PE), Contact Periods\/week (4), Teaching hours\/week (2), Practical Hours\/week (2). The total course credits are given in combined syllabus.<\/p>\n<p>For all other ice 6th sem syllabus for be 2017 regulation anna univ you can visit <a href=\"..\/ice-6th-sem-syllabus-for-be-2017-regulation-anna-univ\">Ice 6th Sem syllabus for BE 2017 regulation Anna Univ Subjects<\/a>. For all other Professional Elective I subjects do refer to <a href=\"..\/professional-elective-i-ice-6th-sem-syllabus-for-be-2017-regulation-anna-univ\">Professional Elective I<\/a>. The detail syllabus for system identification is as follows.<\/p>\n<p><h4>Course Objective:<\/h4>\n<ul>\n<li>To understand the mathematical modelling of systems.<\/li>\n<li>To observe systems by their behaviour using Parametric Identification methods using online and offline Datas<\/li>\n<li>To observe systems by their behaviour using Nonparametric Identification Methods using Online and Offline Datas<\/li>\n<li>To estimate and validate the datas using parametric and recursive estimation methods<\/li>\n<li>To perform case studies on electromechanical and process control systems<\/li>\n<\/ul>\n<p><h4>Unit I<\/h4>\n<p>For complete syllabus and results, class timetable and more pls <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a>. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.<\/p>\n<p><h4>Unit II<\/h4>\n<p><strong> Parametric Indentification<\/strong><br \/>\nSteps in identification process, determining model structure and dimension, Linear and nonlinear model structures (ARX, ARMAX, Box-Jenkins, FIR, Output Error models), Input signals: commonly used signals, spectral properties, and persistent excitation, Residual analysis for determining adequacy of the estimated models.\n<\/p>\n<p><h4>Unit III<\/h4>\n<p><strong> Parametric Estimation<\/strong><br \/>\nLinear regression, least square estimation, statistical analysis of LS methods, Minimizing prediction error- identifiability, bias, Least squares, relation between minimizing the prediction error and the MLE, MAP, Convergence and consistency, asymptotic distribution of parameter estimates, Instrumental Variable Method.\n<\/p>\n<p><h4>Unit IV<\/h4>\n<p>For complete syllabus and results, class timetable and more pls <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a>. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.<\/p>\n<p><h4>Unit V<\/h4>\n<p><strong> Case Studies<\/strong><br \/>\nElectro Mechanical Systems, Process Control Systems using Matlab\/Equivalent System Identification Toolbox.\n<\/p>\n<p><h4>Course Outcome:<\/h4>\n<ol>\n<li>Be familiar with different model structures, parameterization, identifiability, structure determination and order estimation<\/li>\n<li>Be able to perform parameter estimation using different identification techniques<\/li>\n<li>Be able to identify plants online using recursive estimation methods<\/li>\n<li>Be able to set up an experiment, identify a nominal model, assess the accuracy and precision of this model,<\/li>\n<li>Be appropriate design choices to arrive at a validated model.<\/li>\n<\/ol>\n<p><h4>References:<\/h4>\n<ol>\n<li>jung, L. System Identification: Theory for the User, 2nd Edition, Prentice-Hall, 1999, ISBN 0-13656695-2.<\/li>\n<li>Torsten Soderstrom, PetreStoica, System Identification, Prentice Hall International (UK) Ltd. 1989.<\/li>\n<li>Karel J. Keesman, System Identification, An introduction, Springer, 2011.<\/li>\n<li>Zhu, Y. Multivariable System Identification for Process Control, Pergamon, 2001.<\/li>\n<li>Landan ID, System Identification and Control Design, Prentice Hall<\/li>\n<li>ArunK.Tangirala,Principles of System Identification: Theory and Practice,CRC Press,2014.<\/li>\n<\/li>\n<\/ol>\n<p>For detail syllabus of all other subjects of BE Ice, 2017 regulation do visit <a href=\"..\/category\/ice+6th-sem\">Ice 6th Sem syllabus for 2017 Regulation<\/a>.<\/p>\n<p>Dont forget to <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a> for latest syllabus and results, class timetable and more.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>System Identification Ice 6th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective I) detail syllabus for Instrumentation &amp; Control Engineering (Ice), 2017 regulation is collected from the Anna [&hellip;]<\/p>\n","protected":false},"author":2297,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[49,76],"tags":[],"class_list":["post-19759","post","type-post","status-publish","format-standard","hentry","category-6th-sem","category-ice"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/19759","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/users\/2297"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=19759"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/19759\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=19759"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=19759"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=19759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}