{"id":9807,"date":"2018-09-03T09:12:32","date_gmt":"2018-09-03T09:12:32","guid":{"rendered":"https:\/\/www.inspirenignite.com\/jntuh\/?p=9807"},"modified":"2026-05-24T10:52:19","modified_gmt":"2026-05-24T05:22:19","slug":"jntuh-m-tech-2017-2018-r17-detailed-syllabus-intelligent-manufacturing-systems","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/jntuh\/jntuh-m-tech-2017-2018-r17-detailed-syllabus-intelligent-manufacturing-systems\/","title":{"rendered":"JNTUH M.Tech 2017-2018 (R17) Detailed Syllabus Intelligent Manufacturing Systems"},"content":{"rendered":"Intelligent Manufacturing Systems Syllabus for Automation M.Tech first year first sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.\r\n\r\nThe detailed syllabus for Intelligent Manufacturing Systems M.Tech 2017-2018 (R17) first year first sem is as follows.\r\n\r\nM.Tech. I Year I Sem.\r\n\r\n<strong>UNIT &#8211; I:<\/strong> Computer Integrated Manufacturing Systems Structure and functional areas of CIM system &#8211; CAD,\u00a0 CAPP, CAM, CAQC, ASRS.Advantages of CIM. Manufacturing Communication Systems &#8211; MAP\/TOP, OSI Model, Data Redundancy, Top- down and Bottom-up Approach, Volume of Information. Intelligent Manufacturing System Components, System Architecture and Data Flow, System Operation.\r\n\r\n<strong>UNIT &#8211; II:<\/strong> Components of Knowledge Based Systems &#8211; Basic Components of Knowledge Based Systems, Knowledge Representation, Comparison of Knowledge Representation Schemes, Interference Engine, Knowledge Acquisition.\r\n\r\n<strong>UNIT &#8211; III:<\/strong> Machine Learning &#8211; Concept of Artificial Intelligence, Conceptual Learning, Artificial Neural Networks &#8211; Biological Neuron, Artificial Neuron, Types of Neural Networks, Applications in Manufacturing.\r\n\r\n<strong>UNIT &#8211; IV:<\/strong> Automated Process Planning &#8211; Variant Approach, Generative Approach, Expert Systems for Process Planning, Feature Recognition, Phases of Process planning. Knowledge Based System for Equipment Selection (KBSES) &#8211; Manufacturing system design. Equipment Selection Problem, Modeling the Manufacturing Equipment Selection Problem, Problem Solving approach in KBSES, Structure of the KRSES.\r\n\r\n<strong>UNIT- V:<\/strong> Group Technology: Models and Algorithms Visual Method, Coding Method, Cluster Analysis Method, Matrix Formation &#8211; Similarity Coefficient Method, Sorting-based Algorithms, Bond Energy Algorithm, Cost Based method, Cluster Identification Method, Extended CI Method. Knowledge Based Group Technology &#8211; Group Technology in Automated Manufacturing System. Structure of Knowledge based system for group technology (KBST) \u2014 Data Base, Knowledge Base, Clustering Algorithm.\r\n\r\n<strong>REFERENCES:<\/strong>\r\n<ul>\r\n \t<li>Intelligent Manufacturing Systems\/ Andrew Kusiak\/Prentice Hall.<\/li>\r\n \t<li>Artificial Neural Networks\/ Yagna Narayana\/PHI\/2006<\/li>\r\n \t<li>Automation, Production Systems and CIM \/ Groover M.P.\/PHI\/2007<\/li>\r\n \t<li>Neural networks: A comprehensive foundation\/ Simon Haykin\/ PHI.<\/li>\r\n \t<li>Artificial neural networks\/ B. Vegnanarayana\/PHI<\/li>\r\n \t<li>Neural networks in Computer intelligence\/ Li Min Fu\/ TMH\/2003<\/li>\r\n \t<li>Neural networks\/ James A Freeman David M S kapura\/ Pearson education\/2004<\/li>\r\n \t<li>Introduction to Artificial Neural Systems\/Jacek M. Zurada\/JAICO Publishing House Ed. 2006.<\/li>\r\n<\/ul>\r\nFor all other M.Tech 1st Year 1st Sem syllabus go to <a href=\"https:\/\/www.inspirenignite.com\/jntuh\/jntuh-first-year-first-sem-automation-for-m-tech-2017-2018-r17-batch\/\">JNTUH M.Tech Automation 1st Year 1st Sem Course Structure for (R17) Batch.<\/a>\r\n\r\nAll details and yearly new syllabus will be updated here time to time. Subscribe, like us on facebook and follow us on google plus for all updates.\r\n\r\nDo share with friends and in case of questions please feel free drop a comment.\n\n<h2>Download iStudy App (Android &amp; iOS)<\/h2>\n<div style=\"width: 100%;text-align: center;background: #f0f7ff;border: 1px solid #d9e8ff;border-radius: 10px;padding: 12px 10px;margin: 8px 0 12px 0\">\n<p style=\"margin: 0 0 8px 0\">Get instant JNTUH updates, timetables, results, and notices on mobile.<\/p>\n<div style=\"justify-content: center;align-items: flex-start;gap: 24px;flex-wrap: wrap\">\n<div style=\"flex-direction: column;align-items: center;gap: 2px\"><img decoding=\"async\" style=\"height: 54px;width: auto\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" \/>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0<img decoding=\"async\" style=\"height: 80px;width: 80px\" src=\"https:\/\/api.qrserver.com\/v1\/create-qr-code\/?size=120x120&amp;data=https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" alt=\"Android app QR code\" \/><\/div>\n<div>\u00a0<\/div>\n<div style=\"flex-direction: column;align-items: center;gap: 2px\"><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">Android App<\/a><\/div>\n<div>\u00a0<\/div>\n<div style=\"flex-direction: column;align-items: center;gap: 2px\"><img decoding=\"async\" style=\"height: 40px;width: auto\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/3\/3c\/Download_on_the_App_Store_Badge.svg\" alt=\"Download on the App Store\" \/>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0<img decoding=\"async\" style=\"height: 80px;width: 80px\" src=\"https:\/\/api.qrserver.com\/v1\/create-qr-code\/?size=120x120&amp;data=https:\/\/apps.apple.com\/us\/app\/istudy-app-syllabus-papers\/id6478500231\" alt=\"iOS app QR code\" \/><\/div>\n<div>\u00a0<\/div>\n<div style=\"flex-direction: column;align-items: center;gap: 2px\"><a href=\"https:\/\/apps.apple.com\/us\/app\/istudy-app-syllabus-papers\/id6478500231\" target=\"_blank\" rel=\"noopener\">iOS App <\/a><\/div>\n<\/div>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Intelligent Manufacturing Systems Syllabus for Automation M.Tech first year first sem is covered here. This gives the details about credits, number of hours and other details along with reference books [&hellip;]<\/p>\n","protected":false},"author":2259,"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":[73,62],"tags":[],"class_list":["post-9807","post","type-post","status-publish","format-standard","hentry","category-m-tech","category-syllabus"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/9807","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/users\/2259"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/comments?post=9807"}],"version-history":[{"count":4,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/9807\/revisions"}],"predecessor-version":[{"id":40406,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/9807\/revisions\/40406"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/media?parent=9807"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/categories?post=9807"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/tags?post=9807"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}