7 to 8 December, Magaliesberg, South Africa
2021 Control Conference Africa
Dec. 7-8, 2021, Magaliesberg, South Africa

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Last updated on December 6, 2021. This conference program is tentative and subject to change

Technical Program for Monday December 6, 2021

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MoAW  Regular Session, Leopard Add to My Program 
Introduction to Machine Learning  
MoBW  Regular Session, Leopard Add to My Program 
Workshop Session 1  
08:15-09:00, Paper MoBW.1 Add to My Program
Industrial Machine Vision with Deep Learning

McGrath, MichaelStone Three
09:00-09:45, Paper MoBW.2 Add to My Program
Hands-On 1: Linear Regression, Cross-Validation, and the Bias-Variance Trade-Off

Louw, TobiStellenbosch University
09:45-10:30, Paper MoBW.3 Add to My Program
Continuous Control of an Industrial Separation Process Using an Empirically Derived Virtual Analyser

Strydom, Heindrich JacquesSasol
MoCW  Regular Session, Leopard Add to My Program 
Workshop Session 2  
11:00-11:45, Paper MoCW.1 Add to My Program
Hands-On 2: Feature Selection and Regularisation

Louw, TobiStellenbosch University
11:45-12:30, Paper MoCW.2 Add to My Program
Specifying Process Health Indices for Multivariate Process Monitoring and Diagnostics Using Machine Learning Models

Coetzer, RoelofNorth-West University
Venter, PhilipNorth-West University
MoDW  Regular Session, Leopard Add to My Program 
Workshop Session 3  
13:30-14:15, Paper MoDW.1 Add to My Program
Hands-On 3: Dimensionality Reduction (PCA, PLSR, CCA)

Louw, TobiStellenbosch University
14:15-15:00, Paper MoDW.2 Add to My Program
Soft-Sensing Boiler Health through Machine Learning (PCA, Dimensionality Reduction)

Atherfold, John MarcOpti-Num Solutions
15:00-17:00, Paper MoDW.3 Add to My Program
Hands-On 4: Soft-Sensor of a Fermentation Reactor

Louw, TobiStellenbosch University




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