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Advanced Process Control
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Advanced Process Control
by Prof.Sachin C.Patwardhan

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....

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level English
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Program Fee
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....

Course Curriculum
6 Sections | 26 Lecture | 34h 00min total length
Expand all sections
Advanced Process Control

Introduction and Motivation

| 01h 06min total length
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    Introduction and Motivation

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Advanced Process Control

Development of control relevant linear perturbation models

| 03h 57min total length
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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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Advanced Process Control

Development of linear black box Dynamic models

| 10h 06min total length
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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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Advanced Process Control

Stability analysis ,interaction analysis and multi-loop control

| 05h 17min total length
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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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Advanced Process Control

State Estimation and kalaman filtering

| 06h 39min total length
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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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Advanced Process Control

Linear Quadratic optimal control and model pridictive control

| 06h 52min total length
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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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show 3 more sections
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