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Advanced Process Control

1 Learner

Advanced Process Control

Validity Unlimited Advanced Process Control All Level Advanced Process Control English

0.0 (0)
Free

About This Course

Understand Advanced Process Control. Multi variable processes are controlled by a hierarchical structure of control layers. Field devices and regulatory controls manage individual variables, while advanced process control and production control systems coordinate multiple variables to optimize operation.

  • Advanced Process Control Total 6 Modules
  • Advanced Process Control 26 Videos
  • Advanced Process Control Downloadable on mobile
  • Advanced Process Control Published on 28 June, 2019

Course Curriculum

Introduction and Motivation

Advanced Process Control
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    Introduction and Motivation

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Development of control relevant linear perturbation models

Advanced Process Control
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    Lecture 2-Linearization of Mechanistic Models

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    Lecture 3-Linearization of Mechanistic Models (Contd.)

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    Lecture 4-Introduction to z-transforms and Development of Grey-box models

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Development of linear black box Dynamic models

Advanced Process Control
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    Lecture 5-Introduction to Stability Analysis and Development of Output Error Models

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    Lecture 6-Introduction to Stochastic Processes

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    Lecture 7-Introduction to Stochastic Processes (Contd.)

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    Lecture 8-Development of ARX models

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    Lecture 9-Statistical Properties of ARX models and Development of ARMAX models

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    Lecture 10-Development of ARMAX models (contd.) and Issues in Model Development

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    Lecture 11-Model Structure Selection and Issues in Model Development (contd.)

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    Lecture 12-Issues in Model Development (contd.) and State Realizations of Transfer Function Models

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Stability analysis ,interaction analysis and multi-loop control

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    Lecture 13-Stability Analysis of Discrete Time Systems

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    Lecture 14-Lyapunov Functions and Interaction Analysis and Multi-loop Control??

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    Lecture 15-Interaction Analysis and Multi-loop Control (contd.)?

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    Lecture 16-Multivariable Decoupling Control and Soft Sensing and State Estimation??

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State Estimation and kalaman filtering

Advanced Process Control
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    Lecture 17-Development of Luenberger Observer

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    Lecture 18-Development of Luenberger Observer (contd.) and Introduction to Kalman Filtering?

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    Lecture 19-Kalman Filtering

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    Lecture 20-Kalman Filtering (contd.)?

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    Lecture 21-Kalman Filtering (contd.)

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Linear Quadratic optimal control and model pridictive control

Advanced Process Control
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    Lecture 23-Linear Quadratic Gaussian (LQG) Regulator Design?

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    Lecture 24-Linear Quadratic Gaussian (LQG) Controller Design?

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    Lecture 25-Model Predictive Control (MPC)?

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    Lecture 26-Model Predictive Control (contd.)?

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    Lecture 22

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