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Minerals 2015, 5(3), 546-569;

RTRO–Coal: Real-Time Resource-Reconciliation and Optimization for Exploitation of Coal Deposits

Section Resource Engineering, Faculty of Civil Technique and Geosciences, Department of Geoscience and Engineering, Delft University of Technology, Stevinweg 1, 2628 CN Delft, The Netherlands
RWE Power AG, Stüttgenweg 2, 50935 Köln, Germany
Mitteldeutsche Braunkohlengesellschaft mbH, Glück-Auf-Straße 1, 06711 Zeitz, Germany
Institute for Mine Surveying and Geodesy, Faculty of Geosciences, Geoengineering and Mining, University of Technology Bergakademie Freiberg, Reiche Zeche, Fuchsmühlenweg 9, 09599 Freiberg, Germany
Faculty of Mining and Geoengineering, AGH University of Science and Technology, aleja Adama Mickiewicza 30, 30-059 Kraków, Poland
Author to whom correspondence should be addressed.
Academic Editor: Mustafa Kumral
Received: 30 June 2015 / Revised: 12 August 2015 / Accepted: 17 August 2015 / Published: 25 August 2015
Full-Text   |   PDF [7482 KB, uploaded 25 August 2015]   |  


This contribution presents an innovative and integrated framework for real-time-process reconciliation and optimization (RTRO) in large continuous open pit coal mines. RTRO-Coal is currently developed, validated, tested and implemented as part of a multi-national multi-partner European Union funded R&D project. The key concept is to promote a shift in paradigm from intermittent discontinuous to a continuous process monitoring and quality management system in large scale coal mining operations. The framework is based on a real-time feedback control loop linking online data acquired during extraction rapidly with a sequentially up-datable resource model. The up-to-date model is integrated with a real-time optimization of short-term sequencing and production control decisions. Improved decisions are expected to lead to increased resource-and process efficiency and support a sustainable extraction of natural resources. This contribution introduces to the framework, discusses main building blocks and illustrates the value added by the means of selected examples. View Full-Text
Keywords: optimization of coal extraction; sequential resource model updating; closed-loop concept optimization of coal extraction; sequential resource model updating; closed-loop concept

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This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).

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Benndorf, J.; Yueksel, C.; Shishvan, M.S.; Rosenberg, H.; Thielemann, T.; Mittmann, R.; Lohsträter, O.; Lindig, M.; Minnecker, C.; Donner, R.; Naworyta, W. RTRO–Coal: Real-Time Resource-Reconciliation and Optimization for Exploitation of Coal Deposits. Minerals 2015, 5, 546-569.

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