MIMO Systems: Decentralized control
Advanced Modeling and Control
Multivariable process plants
Methods of controlling process plant
Decentralized Control vs. Centralized Control Systems
Issues in decentralized control system
Decentralized PID Control Design Methods
Plantwide Control Hierarchy
Plantwide Control Design Flowchart
Plantwide Control Design Tasks
2x2 real process example – distillation column
Multi‐Loop Controllers (Decentralized Control)
Multi‐Loop Controllers – Distillation Column
Coupling Effect of Loop 2 on y1
Multi‐Loop Controllers – Distillation Column
Stead‐State Coupling – Relative Gain Array (RGA)
Relative Gain Array – Coupling Effect
Example of RGA calculation and pairings – 2x2 MIMO
Example of RGA calculation and pairing – 3x3 MIMO
Example of Impact of Different Dynamic Behaviors
Direct Pairing (Thin Line) and Reverse Pairing (Thick Line)
Sensitivity to Disturbances
Example ‐ Configuration Selection for a C3 Splitter
(L,V) Configuration Applied to the C3 Splitter
Reflux Ratio Applied to the Overhead of the C3 Splitter
Configuration Selection of C3 splitter
Analysis of Configuration Selection Example
Multi‐Loop (Decentralized) PID Controller Design
Example 2x2 MIMO – Wood and Berry (WB) Column
Multi ‐loop PID Controllers for WB Column – Detuning Method
Multi‐loop PID Controllers for WB Column – Sequential Loop Closing Method
Sequential Loop Closing example
Sequential Loop Closing (SQL) example…
Independent Tuning Method
Multi ‐loop PID Controllers for WB Column – Independent Tuning Method
Independent Tuning Method example
Simultaneous Dimensionless Parameter (SDP) Tuning
SDP Tuning Example – WB Column
Decoupling Control: One‐Way Decoupling
Two‐Way Decoupling System
Examples of Decoupling Control
Simulation Example: 1‐way decoupler D12
Simulation Example: 1‐way decoupler D21
Simulation Example: 2‐way decoupling control (D12 and D21)

MIMO Systems: Decentralized control Advanced Modeling and Control