The Control of Flotation Cells at the Point of Peak Air Recovery

dc.contributor.authorRamodike, Katlego Samantha
dc.contributor.supervisorBrooks, Kevin
dc.contributor.supervisorHigginson, Antony
dc.date.accessioned2026-08-18T14:27:21Z
dc.date.issued2025-10
dc.departmentChemical Engineering
dc.descriptionA dissertation submitted in partial fulfilment of the requirements for the degree of Master of Science, to the Faculty of Engineering and the Built Environment, School of Chemical and Metallurgical Engineering, University of the Witwatersrand, Johannesburg, 2025
dc.description.abstractFlotation efficiency is closely linked to air recovery, making its optimisation critical for improved stability and metallurgical performance. This study presents a proportional (P) control strategy designed to maintain a flotation cell at Peak Air Recovery (PAR). The control approach was developed, implemented, and evaluated through numerous simulations, with performance quantified over a range of operating conditions. Under noise free conditions, the controller achieved PAR within approximately 25 seconds, demonstrating fast and stable convergence. In moderate noise cases, the controller maintained air recovery with minimal fluctuations, remaining close to the target PAR value adapting effectively to process fluctuations. The study also investigated disturbance rejection, with the controller converging to PAR within 90 seconds following abrupt changes in superficial gas velocity. However, disturbances that shifted the process optimum, such as froth height increases, could not be fully counteracted by manipulating the gas velocity alone. The controller’s performance was compared with Extremum Seeking Control (ESC), while adaptive, converged more slowly under similar conditions. The study also touched on the use of Model Predictive Control (MPC), noted for its advanced approach in dynamically adjusting operational parameters to optimise flotation efficiency. Although the specific performance details like the speed of achieving PAR with MPC were not fully explored, its inclusion highlights the scope of current control methodologies. The findings demonstrate that a well tuned P controller offers a simple, fast and reliable means of maintaining operation at PAR, providing an alternative to more complex optimisation based strategies.
dc.description.submitterMMM2026
dc.facultyFaculty of Engineering and the Built Environment
dc.identifier0000-0002-8369-249X
dc.identifier.citationRamodike, Katlego Samantha. (2025). The Control of Flotation Cells at the Point of Peak Air Recovery. [Master's dissertation, University of the Witwatersrand, Johannesburg]. WIReDSpace. https://hdl.handle.net/10539/49864
dc.identifier.urihttps://hdl.handle.net/10539/49864
dc.language.isoen
dc.publisherUniversity of the Witwatersrand, Johannesburg
dc.rights©2025 University of the Witwatersrand, Johannesburg. All rights reserved. The copyright in this work vests in the University of the Witwatersrand, Johannesburg. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of University of the Witwatersrand, Johannesburg.
dc.rights.holderUniversity of the Witwatersrand, Johannesburg
dc.schoolSchool of Chemical and Metallurgical Engineering
dc.subjectFlotation
dc.subjectPeak Air Recovery (PAR)
dc.subjectProcess control
dc.subjectProportional control
dc.subjectExtremum Seeking Control (ESC)
dc.subjectModel Predictive Control (MPC)
dc.subjectFlotation optimisation
dc.subjectUCTD
dc.subject.primarysdgSDG-9: Industry, innovation and infrastructure
dc.subject.secondarysdgSDG-13: Climate action
dc.titleThe Control of Flotation Cells at the Point of Peak Air Recovery
dc.typeDissertation

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
Ramodike_Control_2025.pdf
Size:
11.43 MB
Format:
Adobe Portable Document Format

License bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
license.txt
Size:
2.43 KB
Format:
Item-specific license agreed upon to submission
Description: