Advanced Process Control Ice 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective VI) detail syllabus for Instrumentation & Control Engineering (Ice), 2017 regulation is collected from the Anna Univ official website and presented for students of Anna University. The details of the course are: course code (IC8071), Category (PE), Contact Periods/week (4), Teaching hours/week (2), Practical Hours/week (2). The total course credits are given in combined syllabus.
For all other ice 8th sem syllabus for be 2017 regulation anna univ you can visit Ice 8th Sem syllabus for BE 2017 regulation Anna Univ Subjects. For all other Professional Elective VI subjects do refer to Professional Elective VI. The detail syllabus for advanced process control is as follows.
Course Objective:
- To teach students to build and analyze models for time-varying systems and non-linear systems.
- To develop the skills needed to design adaptive controllers such as gain-scheduled adaptive controller, Model-reference adaptive controller and Self-tuning controller for various applications To make the students learn to formulate optimal control schemes
- To provide basic knowledge about Fractional-order systems and Fractional-order- controller and to lay the foundation for the systematic approach to Design controller for fractional order systems To introduce FDI Techniques, such as Principal component Analysis, state observer to detect and diagnose faults in sensors and actuators.
Unit I
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Unit II
Optimal Control and Filtering
Introduction – Performance Measure for optimal control problem – Dynamic Programming -Computational Procedure for solving Control Problem – LQR – Introduction to Optimal Filtering -Discrete Kalman Filter-Linear Quadratic Gaussian (LQG)
Unit III
Fractional Order System and Controller
Fractional-order Calculus and Its Computations – Frequency and Time Domain Analysis of Fractional-Order Linear Systems – Filter Approximations to Fractional-Order Differentiations – Model reduction Techniques for Fractional Order Systems -Controller Design Studies for Fractional Order.
Unit IV
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Unit V
Fault Diagnosis and Fault-Tolerant Control
Process Monitoring – Introduction – Statistical Process Control – Fault Detection with Principal Component Analysis – Fault Detection with State Observers – Fault Detection with signal models -Fault Detection of Control Loops- Sensor and Actuator Fault-Tolerant Control Design.
Course Outcome:
- Ability to Apply knowledge of mathematics, science, and engineering to build and analyze models for time-varying systems and non-linear systems.
- Ability to design and implement adaptive controllers such as gain-scheduled adaptive controller, Model-reference adaptive controller and Self-tuning controller
- Ability to Identify, formulate, and solve optimal controller
- Ability to Analyze Fractional-order systems, Fractional-order- controller and Design controller for fractional order systems
- Ability to design and implement H2 and H-infinity Controllers
- Ability to use the FDI Techniques, such as Principal component Analysis, state observer to detect and diagnose faults in sensors and actuators.
Reference Books:
- K.J. Astrom and B.J.Wittenmark, Adaptive Control, Pearson Education, Second Edition, 2008.
- Donald E.Kirk, “Optimal Control Theory – An Introduction”, Dover Publications, Inc. Mineola, New York, 2012
- D.Xue, Y.Q.Chen, D.P.Atherton, “Linear Feedback Control Analysis and Design with MATLAB, Advances In Designand Control”, Society for Industrial and Applied Mathematics, 2008.
- R. Isermann, “Fault-Diagnosis Systems: An Introduction from Fault Detection to Fault Tolerance”, Springer, 2006.
For detail syllabus of all other subjects of BE Ice, 2017 regulation do visit Ice 8th Sem syllabus for 2017 Regulation.
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