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Datasets for performance monitoring in the froth flotation
- Citation Author(s):
- Submitted by:
- Hu Zhang
- Last updated:
- Tue, 05/17/2022 - 22:17
- DOI:
- 10.21227/q1q5-d663
- Data Format:
- Research Article Link:
- License:
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Abstract
There are three datasets, which include the labeled grade by the XRF analyzer and its related visual features and feed grades.
It can be used for training and validation the performance monitoring model in the froth flotation.
Instructions:
A description of the data .
Dataset Files
- Data set 2; the last scavenging cell in the 2nd production line; the features are all under Z-score normalization. Froth flotation performance data-dataset 2.xls (1.73 MB)
- Data set 1; the first roughing cell in the 2nd production line; the features are all under Z-score normalization. Froth flotation performance data-dataset 1.xls (4.86 MB)
- Data set 3; the first roughing cell in the 1st production line; the features are all under Z-score normalization. Froth flotation performance data-dataset 3.xls (1.25 MB)
Documentation
| Attachment | Size |
|---|---|
 dataset descriptions of froth flotation performance data.txt | 814 bytes |
Comments
Usefull for flotation modelling
are the data normalized or something because they variances dont make sense in real life plant situation
want to try out with a new model