Rule-based operator decision support for grinding circuit control
This work investigated the application of interpretable machine learning methods for process control in the mineral processing industry. The thesis presents a methodology to extract intelligible rules from grinding circuit data using decision tree algorithms. The rule sets can aid process operators...
| Main Author: | |
|---|---|
| Format: | Thesis |
| Published: |
Curtin University
2021
|
| Online Access: | http://hdl.handle.net/20.500.11937/86213 |
| _version_ | 1848764792805785600 |
|---|---|
| author | Olivier, Jacques |
| author_facet | Olivier, Jacques |
| author_sort | Olivier, Jacques |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | This work investigated the application of interpretable machine learning methods for process control in the mineral processing industry. The thesis presents a methodology to extract intelligible rules from grinding circuit data using decision tree algorithms. The rule sets can aid process operators tasked with supervisory control of grinding circuits. |
| first_indexed | 2025-11-14T11:24:59Z |
| format | Thesis |
| id | curtin-20.500.11937-86213 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T11:24:59Z |
| publishDate | 2021 |
| publisher | Curtin University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-862132021-10-26T01:27:41Z Rule-based operator decision support for grinding circuit control Olivier, Jacques This work investigated the application of interpretable machine learning methods for process control in the mineral processing industry. The thesis presents a methodology to extract intelligible rules from grinding circuit data using decision tree algorithms. The rule sets can aid process operators tasked with supervisory control of grinding circuits. 2021 Thesis http://hdl.handle.net/20.500.11937/86213 Curtin University fulltext |
| spellingShingle | Olivier, Jacques Rule-based operator decision support for grinding circuit control |
| title | Rule-based operator decision support for grinding circuit
control |
| title_full | Rule-based operator decision support for grinding circuit
control |
| title_fullStr | Rule-based operator decision support for grinding circuit
control |
| title_full_unstemmed | Rule-based operator decision support for grinding circuit
control |
| title_short | Rule-based operator decision support for grinding circuit
control |
| title_sort | rule-based operator decision support for grinding circuit
control |
| url | http://hdl.handle.net/20.500.11937/86213 |