2022
DOI: 10.3390/machines10090733
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Optimization of Shearer Drum Based on Multi-Objective Bat Algorithm with Grid (MOBA/G)

Abstract: The shearer drum undertakes the main function of coal falling and loading, and picks distributed on it have a great impact on the performance of the drum. However, few studies have optimized the pick and drum at the same time. In this paper, parameters of pick and drum are considered as design variables, and the response functions of design variables are established based on the central composite experiment method. The optimal structural and working parameters of the pick and the drum of MG500/1130-WD shearer … Show more

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Cited by 6 publications
(3 citation statements)
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“…It is important to note that the recalculation of the load of equipment, the operation of individual units, and the entire fleet of mining machines are not available when relying on autonomous computing centers of mining companies. On the contrary, Cloud Computing Services (CCS) make it possible to increase the performance of quarry equipment by 25-30% [52].…”
Section: Review Of End-to-end Technologies Of Industry 40 In Surface ...mentioning
confidence: 99%
“…It is important to note that the recalculation of the load of equipment, the operation of individual units, and the entire fleet of mining machines are not available when relying on autonomous computing centers of mining companies. On the contrary, Cloud Computing Services (CCS) make it possible to increase the performance of quarry equipment by 25-30% [52].…”
Section: Review Of End-to-end Technologies Of Industry 40 In Surface ...mentioning
confidence: 99%
“…In addition, an evolutionary scheme and an external archive technique are discussed to enhance evolutionary effectiveness. In [50], the multi-objective bat algorithm and multi-objective bat algorithm with the grid are compared based in the performance of the drum. In the multi-objective bat algorithm with the grid, a pareto dominance process is applied to analyze the relationships between solutions and continuously modify the PS.…”
Section: Related Workmentioning
confidence: 99%
“…The bat colony algorithm has been used in many fields, such as image processing, data processing, continuous optimization problems, path planning of unmanned vehicles, pattern recognition, etc. [62][63][64][65][66][67][68]. Compared to many other intelligent algorithms, the bat algorithm has the advantages of simple modelling, fewer parameters, and fast convergence speed.…”
Section: Introductionmentioning
confidence: 99%