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RELIABILITY ANALYSIS OF THE DILUTION GRAPH METHOD FOR OPEN STOPE DESIGN: A CASE STUDY OF MALEYEVSKY MINE

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dc.contributor.author Zhakipbayev, Abylaikhan
dc.date.accessioned 2022-07-13T10:45:13Z
dc.date.available 2022-07-13T10:45:13Z
dc.date.issued 2022-04-04
dc.identifier.citation Zhakipbayev, A. (2022). RELIABILITY ANALYSIS OF THE DILUTION GRAPH METHOD FOR OPEN STOPE DESIGN: A CASE STUDY OF MALEYEVSKY MINE (Unpublished master's thesis). Nazarbayev University, Nur-Sultan, Kazakhstan en_US
dc.identifier.uri http://nur.nu.edu.kz/handle/123456789/6422
dc.description.abstract The open stope mining method is characterized by a large extraction rate and mostly unsupported walls, making it very susceptible to unplanned dilution. Unplanned dilution leads to low profitability of the mining operations. Therefore, it is essential to develop design methods that facilitate minimizing dilution. One of the most popular (commonly used in practice) stope design methods is the empirical dilution graph ELOS. However, this method does not consider the inherent variability of the design input parameters, such as the rock mass properties, due to the various difficulties of field measurements. Consequently, the performance of the stopes designed with this method is not consistent. If a reliability index for desirable stope design could be determined, valuable information on the probability of meeting the targeted dilution level could be found. This thesis uses the First-Order Reliability Method to determine the reliability index associated with open stope design through the dilution graph design approach. To this end, the Maleyevsky mine, located in northeast Kazakhstan, is used as a case study. The parameters used for the reliability analysis are the Modified Stability Number (N’), Hydraulic Radius (HR), and the Actual dilution (Dc). The results indicated that reliability indices vary between 0.1-4.63 depending on the rock domains pertaining to the study area, while the corresponding probability of unplanned dilution values range from 0.0001% to 51.22%, respectively. Performance thresholds for each level of dilution were suggested. It is concluded that the reliability-based design method could serve as a powerful tool in the design of the open stope in connection with minimizing unplanned dilution at the Maleyevsky mine. en_US
dc.language.iso en en_US
dc.publisher Nazarbayev University School of Mining and Geosciences en_US
dc.rights Attribution-NonCommercial-ShareAlike 3.0 United States *
dc.rights.uri http://creativecommons.org/licenses/by-nc-sa/3.0/us/ *
dc.subject Type of access: Gated Access en_US
dc.subject machine learning en_US
dc.subject ML en_US
dc.subject Research Subject Categories::TECHNOLOGY en_US
dc.title RELIABILITY ANALYSIS OF THE DILUTION GRAPH METHOD FOR OPEN STOPE DESIGN: A CASE STUDY OF MALEYEVSKY MINE en_US
dc.type Master's thesis en_US
workflow.import.source science


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Attribution-NonCommercial-ShareAlike 3.0 United States Except where otherwise noted, this item's license is described as Attribution-NonCommercial-ShareAlike 3.0 United States