Grade Uncertainty and its Impact on Ore Grade Reconciliation between the Resource Model and the Mine
Major differences between estimated grade and actual grade are a usual problem in many open pit mines. The estimated grade is predicted in exploration stage from data obtained from boreholes, whereas the actual grade would be determined only after the mining operation. The poor reconciliation betwee...
| Main Authors: | , , , |
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| Format: | Journal Article |
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Polish Academy of Sciences
2011
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| Online Access: | http://archiwum.img-pan.krakow.pl/index.php/AMS/article/view/318 http://hdl.handle.net/20.500.11937/13770 |
| _version_ | 1848748434955173888 |
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| author | Parhizkar, A. Ataei, M. Moarefvand, P. Rasouli, Vamegh |
| author_facet | Parhizkar, A. Ataei, M. Moarefvand, P. Rasouli, Vamegh |
| author_sort | Parhizkar, A. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Major differences between estimated grade and actual grade are a usual problem in many open pit mines. The estimated grade is predicted in exploration stage from data obtained from boreholes, whereas the actual grade would be determined only after the mining operation. The poor reconciliation between the values of estimated and actual grades can cause major economic losses to the mining industry. Many different factors affect the reconciliation process in a mining operation. The nature of the orebody, the random uncertainty and the systematic errors are three main sources affecting the reconciliation process in exploration stage of the orebody. In this paper each source of uncertainty is studied and a probabilistic model is presented to determine the role of each item in total uncertainty of the grade parameter. The model ability was investigated in the study of real data taken from an iron open pit mine in Iran. The results showed the systematic uncertainty, the nature of the orebody and the random uncertainty are the main causes of poor reconciliation in the case study respectively. |
| first_indexed | 2025-11-14T07:04:59Z |
| format | Journal Article |
| id | curtin-20.500.11937-13770 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T07:04:59Z |
| publishDate | 2011 |
| publisher | Polish Academy of Sciences |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-137702017-10-02T02:27:29Z Grade Uncertainty and its Impact on Ore Grade Reconciliation between the Resource Model and the Mine Parhizkar, A. Ataei, M. Moarefvand, P. Rasouli, Vamegh Major differences between estimated grade and actual grade are a usual problem in many open pit mines. The estimated grade is predicted in exploration stage from data obtained from boreholes, whereas the actual grade would be determined only after the mining operation. The poor reconciliation between the values of estimated and actual grades can cause major economic losses to the mining industry. Many different factors affect the reconciliation process in a mining operation. The nature of the orebody, the random uncertainty and the systematic errors are three main sources affecting the reconciliation process in exploration stage of the orebody. In this paper each source of uncertainty is studied and a probabilistic model is presented to determine the role of each item in total uncertainty of the grade parameter. The model ability was investigated in the study of real data taken from an iron open pit mine in Iran. The results showed the systematic uncertainty, the nature of the orebody and the random uncertainty are the main causes of poor reconciliation in the case study respectively. 2011 Journal Article http://hdl.handle.net/20.500.11937/13770 http://archiwum.img-pan.krakow.pl/index.php/AMS/article/view/318 Polish Academy of Sciences fulltext |
| spellingShingle | Parhizkar, A. Ataei, M. Moarefvand, P. Rasouli, Vamegh Grade Uncertainty and its Impact on Ore Grade Reconciliation between the Resource Model and the Mine |
| title | Grade Uncertainty and its Impact on Ore Grade Reconciliation between the Resource Model and the Mine |
| title_full | Grade Uncertainty and its Impact on Ore Grade Reconciliation between the Resource Model and the Mine |
| title_fullStr | Grade Uncertainty and its Impact on Ore Grade Reconciliation between the Resource Model and the Mine |
| title_full_unstemmed | Grade Uncertainty and its Impact on Ore Grade Reconciliation between the Resource Model and the Mine |
| title_short | Grade Uncertainty and its Impact on Ore Grade Reconciliation between the Resource Model and the Mine |
| title_sort | grade uncertainty and its impact on ore grade reconciliation between the resource model and the mine |
| url | http://archiwum.img-pan.krakow.pl/index.php/AMS/article/view/318 http://hdl.handle.net/20.500.11937/13770 |