Combining multi-camera-data of flotation circuit with PCA and PLS

Australasian Institute of Mining and Metallurgy Publication Series

Volumn , Issue , 2005, Pages 121-125

  Kaartinen, J ^a   Hyotyniemi H ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

CAMERAS; CLOSED LOOP CONTROL SYSTEMS; FLOTATION; MULTIVARIANT ANALYSIS; VIDEO CAMERAS; ZINC;

CAMERA SYSTEMS; CLOSED-LOOP CONTROLS; EARLY STAGES; FLOTATION CIRCUITS; FLOTATION PROCESSES; MULTIVARIATE DATA ANALYSES; PROCESS MEASUREMENTS; VISUAL APPEARANCES;

FROTH FLOTATION;

EID: 58049189011     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Cipriano, A, Guarini, M, Vidal, R, Soto, A, Sepulveda, C, Mery, D and Briseno, H, 1998. A real time visual sensor for supervision of flotation cells, Minerals Engineering, 11(6):489-499.
2. Guarini, M, Cipriano, A, Soto, A and Cuesalaga, A, 1995. Using image processing techniques to evaluate the quality of mineral flotation process, in Proceedings 6th International Conference on Signal Processing, Applications and Technology, Boston, 24 - 25 October.
3. Hätönen, J, 1999. Image analysis in mineral flotation, Helsinki University of Technology, Control Engineering Laboratory, Report 116, Finland.
4. Hyötyniemi, H, 1999. GGHA Toolbox for Matlab, Helsinki University of Technology, Control Engineering Laboratory, Report 117, Finland.
5. Hyötyniemi, H and Ylinen, R, 2000. Modeling of visual flotation froth data, Control Engineering Practice, 8(3):313-318.
6. Kaartinen, J, 2001. Data acquisition and analysis system for mineral flotation, Helsinki University of Technology, Control Engineering Laboratory, Report 126, Finland.
7. Kaartinen, J and Koivo, H, 2002. Machine Vision Based Measurement and Control of Zinc Flotation Circuit, Int Journal of Studies in Informatics and Control, 11(1):97-105.
8. Miettunen, J, Kaartinen, J and Hätönen, J, 2001. Image analysis based control of zinc flotation, in Proceedings Fourth Regional Symposium on Computer Applications in the Mineral Industries (APCOM 2001), Tampere, Finland, 3-5 September, pp 267-275.
9. Moolman, D W, Aldrich, C, van Deventer, J S J and Bradshaw, D B, 1995. The interpretation of flotation froth surfaces by using digital image analysis and neural networks, Chem Eng Sci, 50(22):3501-3513.
10. Sharma Subhash, 1996. Applied Multivariate Techniques (John Wiley and Sons, Inc: New York).
11. Wise, B M and Gallagher, N B, 1998: PLS-Toolbox 2.0 for use with MATLAB™ Eigenvector Research, Inc.