{"id":54922,"date":"2023-08-27T04:00:47","date_gmt":"2023-08-27T04:00:47","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/cei334-intelligent-automation-syllabus-for-eie-2021-regulation-professional-elective-i\/"},"modified":"2023-08-27T04:00:47","modified_gmt":"2023-08-27T04:00:47","slug":"cei334-intelligent-automation-syllabus-for-eie-2021-regulation-professional-elective-i","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/cei334-intelligent-automation-syllabus-for-eie-2021-regulation-professional-elective-i\/","title":{"rendered":"CEI334: Intelligent Automation syllabus for EIE 2021 regulation (Professional Elective-I)"},"content":{"rendered":"

Intelligent Automation detailed syllabus for Electronics & Instrumentation Engineering (EIE) for 2021 regulation curriculum has been taken from the Anna Universities<\/a> official website and presented for the EIE students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below. <\/p>\n

For Electronics & Instrumentation Engineering 5th Sem scheme and its subjects, do visit EIE 5th Sem 2021 regulation scheme<\/a>. For Professional Elective-I scheme and its subjects refer to EIE Professional Elective-I syllabus scheme<\/a>. The detailed syllabus of intelligent automation is as follows. <\/p>\n

Course Objectives:<\/h4>\n

Download the iStudy App for all syllabus and other updates.<\/a>
\"Get<\/a><\/h4>\n

Unit I<\/h4>\n

INTRODUCTION TO AUTOMATION
\nIntroduction to Industrial Automation – Automation in Production System- Principles and Strategies of Automation – Basic Elements of an Automated System- Advanced Automation Functions- Levels of Automations- Production Economics – Methods of Evaluating Investment Alternatives- Costs in Manufacturing- Break Even Analysis- Unit cost of production- Cost of Manufacturing Lead time and Work-in-process.\n<\/p>\n

Unit II<\/h4>\n

INTRODUCTION TO ARTIFICAL INTELLIGENCE
\nIntroduction to Artificial Intelligence -Introduction-Foundations of AI- History of AI- Intelligent agents: Agents and Environment- Reactive agent- deliberative- goal driven- utility driven and learning agents -Artificial Intelligence programming techniques. Introduction to ML and DL Concepts.\n<\/p>\n

Unit III<\/h4>\n

Download the iStudy App for all syllabus and other updates.<\/a>
\"Get<\/a><\/h4>\n

Unit IV<\/h4>\n

EXPERT SYSTEMS
\nExpert systems -Expert systems – Architecture of expert systems, Roles of expert systems -Knowledge Acquisition – Meta knowledge- Heuristics. Typical expert systems – MYCIN – ART-XOON.\n<\/p>\n

Unit V<\/h4>\n

AI IN CONTROL SYSTEMS
\nIndustrial AI applications and Case studies – Applications of Industrial AI in Monitoringoptimization and control- AI applications in Industry Automation using -natural language processing-computer vision-speech recognition-computer vision.<\/p>\n

Skill Development Activities<\/h4>\n

(Group Seminar\/Mini\t10
\nProject\/Assignment\/Content Preparation \/ Quiz\/ Surprise Test \/ Solving GATE questions\/ etc)<\/p>\n

    \n
  1. A seminar on detailed study about existing control methods using AI<\/li>\n
  2. Designing an AI to recognize face and to authenticate.<\/li>\n
  3. Train an AI to read alarm codes and take action.<\/li>\n<\/ol>\n

    Course Outcomes:<\/h4>\n

    Download the iStudy App for all syllabus and other updates.<\/a>
    \"Get<\/a><\/h4>\n

    Text Books:<\/h4>\n
      \n
    1. Rich and Knight, “Artificial Intelligence”, 3rd Edition, Tata McGraw Hill, 2014.<\/li>\n
    2. M.P.Groover, \u00ef\u00bf\u00bdAutomation, Production Systems and Computer Integrated Manufacturing\u00ef\u00bf\u00bd, 5th edition, Pearson Education, 2009.<\/li>\n<\/ol>\n

      Reference Books:<\/h4>\n
        \n
      1. Anuradha Srinivasaraghavan, Vincy Joseph \u00ef\u00bf\u00bdMachine Learning\u00ef\u00bf\u00bd, Wiley, 2019.<\/li>\n
      2. Stuart Russell and Peter Norvig, \u00ef\u00bf\u00bdArtificial Intelligence: A Modern Approach\u00ef\u00bf\u00bd, 2nd Edition, Prentice Hall, 2003.<\/li>\n
      3. Rajiv Chopra, \u00ef\u00bf\u00bdDeep Learning\u00ef\u00bf\u00bd, 1st edition, Khanna Publishing House,2018.<\/li>\n<\/ol>\n

        List of Open-Source Software\/ Learning Website:<\/h4>\n
          \n
        1. https:\/\/nptel.ac.in\/courses\/106102220<\/li>\n
        2. https:\/\/nptel.ac.in\/courses\/108105063<\/li>\n
        3. https:\/\/aws.amazon.com\/free\/machine-learning<\/li>\n
        4. https:\/\/www.tensorflow.org\/<\/li>\n<\/li>\n<\/ol>\n

          For detailed syllabus of all the other subjects of Electronics & Instrumentation Engineering 5th Sem, visit EIE 5th Sem subject syllabuses for 2021 regulation<\/a>. <\/p>\n

          For all Electronics & Instrumentation Engineering results, visit Anna University EIE all semester results<\/a> direct link. <\/p>\n","protected":false},"excerpt":{"rendered":"

          Intelligent Automation detailed syllabus for Electronics & Instrumentation Engineering (EIE) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the EIE students. For […]<\/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":[75],"tags":[],"class_list":["post-54922","post","type-post","status-publish","format-standard","hentry","category-eie"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/54922","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=54922"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/54922\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=54922"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=54922"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=54922"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}