CHEN4011

CHEN4011: Advanced Modelling and Control

Science and Engineering

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About this Unit

Cascade, Ratio and Feedforward control. PID Enhancements: inferential, over-ride and selective control; scheduling controller tuning; implementation Other Advanced Control Techniques: deadtime compensation; adaptive control (programmed adaptation; self-tuning control; online parameter estimation). Multi-input Multi-output Systems: process and control loop interactions; control loop pairings; decoupling control systems; multivariable control. Digital Control Systems: Z transforms; discrete time models; dynamic response; discrete time control algorithms; closed loop analysis; digital control system implementation. Review of process modelling and simulation techniques. Modelling for Fault Diagnosis: prediction-based and identification-based diagnosis. Empirical Modelling: linear and non-linear models; artificial neural networks; ARMAX models. Modelling Hybrid (Discrete-Continuous) Systems: representation and solution. Case Studies and Applications in Process Engineering.

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Unit Details

Credits25

Contact Hours4 Weekly

Result TypeGrade/Mark

AreaWASM: Minerals, Energy and Chemical Engineering (WASM-MECE) (1155)

Field of Education030301 Chemical Engineering

Handbook View Official Handbook Page →

Tuition Pattern

Lecture1 x 2 hours weekly
Computer Laboratory1 x 2 hours weekly

Prerequisites

PrerequisitesComplete All

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