NIU YanQi, LIU Wei, ZHANG DeSheng. ADVANCE HYDRAULIC SUPPORT MULTI-OBJECTIVE OPTIMIZATION DESIGN BASED ON NSGA-Ⅱ ALGORITHM. [J]. 37(3):450-455(2015)
DOI:
NIU YanQi, LIU Wei, ZHANG DeSheng. ADVANCE HYDRAULIC SUPPORT MULTI-OBJECTIVE OPTIMIZATION DESIGN BASED ON NSGA-Ⅱ ALGORITHM. [J]. 37(3):450-455(2015) DOI: 10.16579/j.issn.1001.9669.2015.03.012.
ADVANCE HYDRAULIC SUPPORT MULTI-OBJECTIVE OPTIMIZATION DESIGN BASED ON NSGA-Ⅱ ALGORITHM
针对超前液压支架连杆断裂问题,在相同外载荷下以超前支架连杆受力绝对值之和、长度之和最小为目标函数,建立了多目标优化模型。采用NSGA-Ⅱ算法求解优化模型,使用模糊集合理论的方法选择最优解,并在Matlab环境下编制成可视化计算程序,应用此程序优化ZTC16044/27/50超前液压支架参数,优化后连杆长度之和下降17.28mm,最大受力减小349.12 k N。ZTC16044/27/50在红柳林煤矿连续运行中未出现连杆断裂事故,为提高超前液压支架综合性能提供了有效途径。
Abstract
Contrapose the problems of hydraulic support connecting rod mechanical fracture,at the same external load force link mechanical to advance the sum of the absolute values,and minimum quality of the objective function,establishment of a multi-objective optimization model,to solve the optimization used the NSGA-Ⅱ algorithm,using fuzzy set theory method to choose the optimal solution,and has compiled into a visual computing program under matlab environment. This program applications optimized ZTC16044 /27 /50 advanced hydraulic support arguments,after optimization the length reduce 29. 28 kg,the maximum force reduce 349. 12 k N. ZTC16044 /27 /50 link mechanical fracture coal mine accident did not occur in continuous operation Hong Liu-lin,to improve the overall performance of advanced hydraulic support provides an effective way.
关键词
超前液压支架四连杆机构多目标优化设计NSGA-Ⅱ
Keywords
Advance hydraulic supportFour connecting rod mechanicalMulti-objective optimizationNSGA-Ⅱ