1. Statistical Optimization of Dry Deshaling for Indian Coals Using Response Surface Methodology
- Author
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Gerald H. Luttrell, Robert Bratton, and Nikhil Gupta
- Subjects
Engineering ,business.industry ,Mechanical Engineering ,General Chemical Engineering ,Energy Engineering and Power Technology ,02 engineering and technology ,010501 environmental sciences ,Geotechnical Engineering and Engineering Geology ,01 natural sciences ,Regression ,Vibration ,Fuel Technology ,Tilt (optics) ,020401 chemical engineering ,Geotechnical engineering ,Point (geometry) ,Coal ,Extraction (military) ,Response surface methodology ,0204 chemical engineering ,business ,0105 earth and related environmental sciences ,Test data ,Marine engineering - Abstract
Dry deshaling is receiving renewed attention in the coal-mining industry. In this methodology, high-density rock is removed from run-of-mine (ROM) coal at the mine extraction point and prior to shipping. One of the popular technologies used globally, the density-based vibrating air-table, was tested on a pilot-scale at three different coal-processing facilities in India. In this article, statistical analysis of the resulting test data was conducted using response surface methodology (RSM). The study identified that out of the four major operating parameters (i.e., tilt, slope, fan speed, and table vibrations), vibration frequency and its combined effect with slope impact the deshaling performance the most. In addition, empirical equations formulated using regression analyses were used for simultaneous optimization of the significant parameters in order to achieve the highest performance for the separation of Indian coals. The optimal operating conditions were determined using a desirability functi...
- Published
- 2015
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