Development of an Expert System for the Prediction of the Performance of Bucket-Wheel Excavators Used for the Selective Mining of Multiple-layered Lignite Deposits

作者: Michael Galetakis , Stylianos Papadopoulos , Anthoula Vasiliou , Christos P. Roumpos , Theodoros Michalakopoulos

DOI: 10.1007/978-3-319-12301-1_6

关键词:

摘要: The performance of bucket-wheel excavators used for the selective mining multiple-layered lignite deposits is mainly determined by physical and mechanical properties excavated material (digability parameters), as well thickness inclination layer. lack sufficient information regarding diggability layers during mine design stage results in a poor estimation excavator’s performance. Such inaccurate could lead to inappropriate equipment selection. possibility prediction excavator using an expert system was investigated present study. development based on existing boreholes’ data related waste layers, their geological descriptions experiential knowledge about excavators.

参考文章(5)
K P Tripathi, A Review on Knowledge-based Expert System: Concept and Architecture International Journal of Computer Applications. pp. 19- 23 ,(2011)
C. Papanicolaou, M. Galetakis, A. E. Foscolos, Quality Characteristics of Greek Brown Coals and Their Relation to the Applied Exploitation and Utilization Methods Energy & Fuels. ,vol. 19, pp. 230- 239 ,(2005) , 10.1021/EF030164B
Michael Galetakis, Despina Vamvuka, Lignite Quality Uncertainty Estimation for the Assessment of CO2 Emissions Energy & Fuels. ,vol. 23, pp. 2103- 2110 ,(2009) , 10.1021/EF800964F
Christos J. Kolovos, Efficiency of a Bucket Wheel Excavator Lignite Mining System International Journal of Surface Mining, Reclamation and Environment. ,vol. 18, pp. 21- 29 ,(2004) , 10.1076/IJSM.18.1.21.23544
Michael Galetakis, Anthoula Vasiliou, Selective mining of multiple-layer lignite deposits. A fuzzy approach Expert Systems With Applications. ,vol. 37, pp. 4266- 4275 ,(2010) , 10.1016/J.ESWA.2009.11.075