Model Based Control 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 course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.
For Electronics & Instrumentation Engineering 5th Sem scheme and its subjects, do visit EIE 5th Sem 2021 regulation scheme. For Professional Elective-III scheme and its subjects refer to EIE Professional Elective-III syllabus scheme. The detailed syllabus of model based control is as follows.
Course Objectives:
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Unit I
INTRODUCTION TO MIMO CONTROL
Introduction to MIMO Systems-Multivariable control-Multiloop Control-Multivariable IMC-IMCPID-Case studies
Unit II
MODEL PREDICTIVE CONTROL SCHEMES
Introduction to Model Predictive Control – Model Predictive Control Elements – Generalized Predictive Control Scheme – Multivariable Generalized Predictive Control Scheme – Multiple Model based Model Predictive Control Scheme Case Studies
Unit III
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Unit IV
CONSTRAINED MODEL PREDICTIVE CONTROL SCHEME Constraints Handling: Amplitude Constraints and Rate Constraints -Constraints and Optimization – Constrained Model Predictive Control Scheme – Case Studies.
Unit V
ADAPTIVE CONTROL SCHEME
Introduction to Adaptive Control-Gain Scheduling-Self tuning regulators-MARS-Adaptive Model Predictive Control Scheme -Case Studie
Skill Development Activities
(Group Seminar/Mini 10
Project/Assignment/Content Preparation / Quiz/ Surprise Test / Solving GATE questions/ etc)
- Explore various MIMO controllers presently used in industries.
- Develop MPC, Adaptive and MIMO controllers for industrial processes.
- Implement the controllers for MIMO systems.
- Using software tools for practical exposures to the controllers used in industries by undergoing training.
- Realisation of various optimization techniques for economical operation of process.
Course Outcomes:
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Text Books:
- Coleman Brosilow, Babu Joseph, �Techniques of Model-Based Control�, Prentice Hall PTR Pub 2002, 1st Edition.
- E. F. Camacho, C. Bordons ,�Model Predictive Control�,Springer-Verlag London Limited 2007, 2nd Edition.
- K.J. Astrom and B. J. Wittenmark, �Adaptive Control�, Second Edition, Pearson Education Inc., second Edition 2013.
Reference Books:
- Paul Serban Agachi, Zoltan K. Nagy, Mircea Vasile Cristea, and Arpad Imre-Lucaci Model Based Control Case Studies in Process Engineering,WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim 2007.1st Edition.
- Ridong Zhang, Anke Xue Furong Gao,�Model Predictive Control Approaches Based on the Extended State Space Model and Extended Non-minimal State Space Model�,Springer Nature Singapore Pte Ltd. 2019, 1st Edition.
- J.A. ROSSITER �Model-Based Predictive Control A Practical Approach�Taylor & Francis eLibrary, 2005, 1st edition.
List of Open Source Software/ Learning Website:
- https://nptel.ac.in/courses/103103037
- https://nptel.ac.in/courses/108103007
- https://onlinecourses.nptel.ac.in/noc21_ge01/preview
- https://nptel.ac.in/courses/127106225
For detailed syllabus of all the other subjects of Electronics & Instrumentation Engineering 5th Sem, visit EIE 5th Sem subject syllabuses for 2021 regulation.
For all Electronics & Instrumentation Engineering results, visit Anna University EIE all semester results direct link.