Lidia Auret

发表

Spiral Concentrator Interface Monitoring through Image Processing: Optimization for Parameter Selection

Ernst C. Nienaber, Lidia Auret, 2016 .

Monitoring of Mineral Processing Operations based on Multivariate Similarity Indices

Chris Aldrich, Lidia Auret, 2011 .

Detecting changes in the operational states of hydrocyclones

Chris Aldrich, Lidia Auret, M. J. Janse van Vuuren, 2011 .

Data-driven fault detection with process topology for fault identification

Lidia Auret, Brian Lindner, L. Auret, 2014 .

Variational Autoencoders for Missing Data Imputation with Application to a Simulated Milling Circuit

Lidia Auret, Steve Kroon, John T. McCoy, 2018 .

Artificial Neural Networks

Chris Aldrich, Lidia Auret, C. Aldrich, 2013 .

Dynamic Process Monitoring

Chris Aldrich, Lidia Auret, 2013 .

Tree-Based Methods

Chris Aldrich, Lidia Auret, C. Aldrich, 2013 .

A control system framework for reflective practice: Design-based research applied to process control teaching

Karin Elizabeth Wolff, Lidia Auret, L. Auret, 2018, 2018 IEEE Global Engineering Education Conference (EDUCON).

Fault Diagnosis for an Industrial High Pressure Leaching Process with a Monitoring Dashboard

Lidia Auret, John T. McCoy, Adriaan Lodewicus Haasbroek, 2018 .

Statistical Learning Theory and Kernel-Based Methods

Chris Aldrich, Lidia Auret, C. Aldrich, 2013 .

Industrial PID Control Loop Data Repository and Comparison of Fault Detection Methods

Nina F. Thornhill, Lidia Auret, Alexander Horch, 2019 .

Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods

Chris Aldrich, Lidia Auret, C. Aldrich, 2013, Advances in Computer Vision and Pattern Recognition.

Observations on the separation of iron ore in a prototype batch jig

Chris Aldrich, Lidia Auret, Andrei Kolesnikov, 2013 .

Application of Data-based Process Topology and Feature Extraction for Fault Diagnosis of an Industrial Platinum Group Metals Concentrator Plant

Lidia Auret, Brian Lindner, L. Auret, 2015 .

Fault detection for simulated valve faults in a high pressure leaching process

Lidia Auret, Brian Lindner, Jason John Miskin, 2016 .

An energy-attributed graph approach for the purposes of FDI in a heated two-tank system

Lidia Auret, George van Schoor, Kenneth R. Uren, 2019 .

Process Monitoring Using Multiscale Methods

Chris Aldrich, Lidia Auret, C. Aldrich, 2013 .

Interpretation of nonlinear relationships between process variables by use of random forests

Chris Aldrich, Lidia Auret, C. Aldrich, 2012 .

Machine learning applications in minerals processing: A review

Lidia Auret, John T. McCoy, L. Auret, 2019, Minerals Engineering.

On-line monitoring of hydrocyclones by use of image analysis.

Chris Aldrich, Lidia Auret, Vuuren M.J. Janse van, 2010 .

Diagnostic monitoring of concentrator circuits with random forest models.

Chris Aldrich, Lidia Auret, 2010 .

Overview of Process Fault Diagnosis

Chris Aldrich, Lidia Auret, C. Aldrich, 2013 .

A residential rainwater harvesting system as a control engineering challenge problem

Lidia Auret, Margret Bauer, 2019, 2019 American Control Conference (ACC).

Process monitoring and fault diagnosis using random forests

Lidia Auret, L. Auret, 2010 .

Performance of Convolutional Neural Networks for Feature Extraction in Froth Flotation Sensing

Chris Aldrich, Lidia Auret, John T. McCoy, 2017 .

Fault detection and diagnosis with random forest feature extraction and variable importance methods

Chris Aldrich, Lidia Auret, C. Aldrich, 2010 .

Change point detection in time series data with random forests

Chris Aldrich, Lidia Auret, C. Aldrich, 2010 .

Fault diagnosis and economic performance evaluation for a simulated base metal leaching operation

Lidia Auret, John T. McCoy, Jason John Miskin, 2018, Minerals Engineering.

Spiral Concentrator Interface Monitoring Through Image Processing: A Statistical Learning Approach

Ernst C. Nienaber, Lidia Auret, John T. McCoy, 2017 .

Process fault diagnosis using Random Forests.

Chris Aldrich, Lidia Auret, 2009 .

Fault Diagnosis in Steady-State Process Systems

Chris Aldrich, Lidia Auret, C. Aldrich, 2013 .

An Industrial PID Data Repository for Control Loop Performance Monitoring (CPM)

Vered Aharonson, Lidia Auret, Margret Bauer, 2018 .

A Hierarchical Approach to Improve the Interpretability of Causality Maps for Plant-Wide Fault Identification

Lidia Auret, Natali van Zijl, Steven Martin Bradshaw, 2021, Minerals.

Experimental modelling and plant simulation of spiral concentrators: Comparing response surface methodology and extended Holland-Batt models

Ernst C. Nienaber, Lidia Auret, 2019, Minerals Engineering.

Unsupervised Process Fault Detection with Random Forests

Chris Aldrich, Lidia Auret, C. Aldrich, 2010 .