Lucay, Freddy A. (2026) Comminution Fault Detection and Diagnosis via Autoencoders and the Sobol Method. Minerals, 16 (3). doi:10.3390/min16030244

References Listed

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	Venkatasubramanian, Venkat, Rengaswamy, Raghunathan, Yin, Kewen, Kavuri, Surya N. (2003) A review of process fault detection and diagnosis. Computers & Chemical Engineering, 27. 293-311 doi:10.1016/s0098-1354(02)00160-6
	McCoy, J.T., Auret, L. (2019) Machine learning applications in minerals processing: A review. Minerals Engineering, 132. 95-109 doi:10.1016/j.mineng.2018.12.004
	Bergh, L.G., Yianatos, J.B., León, A. (2005) Multivariate projection methods applied to flotation columns. Minerals Engineering, 18 (7). 721-723 doi:10.1016/j.mineng.2004.12.008
	Wakefield, B.J., Lindner, B.S., McCoy, J.T., Auret, L. (2018) Monitoring of a simulated milling circuit: Fault diagnosis and economic impact. Minerals Engineering, 120. 132-151 doi:10.1016/j.mineng.2018.02.007
	Strydom, Johannes Jacobus, Miskin, Jason John, McCoy, John Themba, Auret, Lidia, Dorfling, Christie (2018) Fault diagnosis and economic performance evaluation for a simulated base metal leaching operation. Minerals Engineering, 123. 128-143 doi:10.1016/j.mineng.2018.03.029
	Groenewald, J.W.D., Nelson, L.R., Hundermark, R.J., Phage, K., Sakaran, R.L., van Rooyen, Q., Cizek, A. (2018) Furnace integrity monitoring using principal component analysis: an industrial case study. Journal of the Southern African Institute of Mining and Metallurgy, 118 (4) 345-352 doi:10.17159/2411-9717/2018/v118n4a3
	Not Yet Imported: - journal-article : 10.1145/3584862 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Jemwa, Gorden T., Aldrich, Chris (2006) Kernel-based fault diagnosis on mineral processing plants. Minerals Engineering, 19 (11). 1149-1162 doi:10.1016/j.mineng.2006.05.006
	Not Yet Imported: IFAC-PapersOnLine - journal-article : 10.1016/j.ifacol.2018.09.402 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Sabry (2024) Results Eng. A Review on Fault Detection and Diagnosis of Industrial Robots and Multi-Axis Machines 23, 102397
	Not Yet Imported: Journal of Central South University - journal-article : 10.1007/s11771-019-4190-8 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Groenewald, J.W.D., Aldrich, C. (2015) Root cause analysis of process fault conditions on an industrial concentrator circuit by use of causality maps and extreme learning machines. Minerals Engineering, 74. 30-40 doi:10.1016/j.mineng.2014.12.006
	Not Yet Imported: - journal-article : 10.1016/S0169-7439(00)00062-9 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1016/j.compeleceng.2013.11.024 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.3182/20100802-3-ZA-2014.00011 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1016/j.ifacol.2015.10.086 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1155/2012/478373 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1007/s10462-023-10662-6 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: Proceedings of the AAAI Conference on Artificial Intelligence - journal-article : 10.1609/aaai.v33i01.33019428 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - monograph : 10.1002/0470870958 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - monograph : 10.1002/9780470725184 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Mamani-Quiñonez, Oscar, Cisternas, Luis A., Lopez-Arenas, Teresa, Lucay, Freddy A. (2022) Control Structure Design Using Global Sensitivity Analysis for Mineral Processes under Uncertainties. Minerals, 12 (6) 736 doi:10.3390/min12060736
	Not Yet Imported: Combustion and Flame - journal-article : 10.1016/j.combustflame.2021.111501 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.35624/jminer2019.01.05 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Comisión Chilena del Cobre (2022). Informe de Actualización Del Consumo Energético de La Minería del Cobre al Año 2022.
	Janishar Anzoom, Sayed, Bournival, Ghislain, Ata, Seher (2024) Coarse particle flotation: A review. Minerals Engineering, 206. 108499 doi:10.1016/j.mineng.2023.108499
	Bulatovic, S.M., Wyslouzil, D.M., Kant, C. (1998) Operating practices in the beneficiation of major porphyry copper/molybdenum plants from Chile: Innovated technology and opportunities, a review. Minerals Engineering, 11 (4). 313-331 doi:10.1016/s0892-6875(98)00011-9
	Not Yet Imported: - journal-article : 10.3390/su8010096 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Erguler, Zeynal Abiddin, Kalyoncu Erguler, Güzide (2015) The effect of particle size on acid mine drainage generation: Kinetic column tests. Minerals Engineering, 76. 154-167 doi:10.1016/j.mineng.2014.10.002
	Not Yet Imported: - journal-article : 10.1016/j.powtec.2020.04.002 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: Journal of Process Control - journal-article : 10.1016/j.jprocont.2014.10.007 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Chen, Xi-song, Zhai, Jun-yong, Li, Shi-hua, Li, Qi (2007) Application of model predictive control in ball mill grinding circuit. Minerals Engineering, 20 (11). 1099-1108 doi:10.1016/j.mineng.2007.04.007
	Aldrich, Chris, Liu, Xiu (2024) Monitoring of Mineral Processing Operations with Isolation Forests. Minerals, 14 (1) 76 doi:10.3390/min14010076
	Theunissen, Carl Daniel, Bradshaw, Steven Martin, Auret, Lidia, Louw, Tobias Muller (2021) One-Dimensional Convolutional Auto-Encoder for Predicting Furnace Blowback Events from Multivariate Time Series Process Data—A Case Study. Minerals, 11 (10) 1106 doi:10.3390/min11101106
	Not Yet Imported: - journal-article : 10.1016/j.ifacol.2020.12.712 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Jovanović, Ivana, Miljanović, Igor, Jovanović, Tomislav (2015) Soft computing-based modeling of flotation processes – A review. Minerals Engineering, 84. 34-63 doi:10.1016/j.mineng.2015.09.020
	Ding (2022) J. Ind. Prod. Eng. Dimensionality Reduction and Classification for Hyperspectral Image Based on Robust Supervised ISOMAP 39, 19
	Li, Zhengying, Huang, Hong, Zhang, Zhen, Shi, Guangyao (2022) Manifold-Based Multi-Deep Belief Network for Feature Extraction of Hyperspectral Image. Remote Sensing, 14 (6). doi:10.3390/rs14061484
	Not Yet Imported: - journal-article : 10.1155/2022/7543429 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: Neurocomputing - journal-article : 10.1016/j.neucom.2021.10.093 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Rumelhart, D.E., Hinton, G.E., and Williams, R.J. (1986). Learning Internal Representations By Error Propagation (Original). Explorations in the Micro-Structure of Cognition Volume 1: Foundations, Association for Computing Machinery.
	Not Yet Imported: - journal-article : 10.1002/er.7517 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1007/s00500-023-09011-0 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1016/j.ejor.2015.07.019 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1016/j.eswa.2018.12.001 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: Jurnal Rekayasa Sistem Industri - journal-article : 10.26593/jrsi.v10i1.4271.1-14 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Saltelli, Andrea, Aleksankina, Ksenia, Becker, William, Fennell, Pamela, Ferretti, Federico, Holst, Niels, Li, Sushan, Wu, Qiongli (2019) Why so many published sensitivity analyses are false: A systematic review of sensitivity analysis practices. Environmental Modelling & Software, 114. 29-39 doi:10.1016/j.envsoft.2019.01.012
	Lucay, F.A. (2025). Balancing the Generation of Ultrafine, Fine and Coarse Particles in Comminution. Miner. Process. Extr. Metall. Rev., 1–23.

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