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采煤机牵引机构的响应面法优化设计

Optimization Design of Response Surface Method for Traction Mechanism of Shearer

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【作者】 靳昆琨王义亮

【Author】 JIN Kun-kun;WANG Yi-liang;College of Mechanical and Vehicle Engineering,Taiyuan University of Technology;Shanxi Key Laboratory of Full Mechanical Coal Mining Equipment;

【机构】 太原理工大学机械与运载工程学院煤矿综采装备山西省重点实验室

【摘要】 基于曲线参数方程建立采煤机牵引机构的参数化模型,以采煤机牵引机构的有限元接触分析结果为依据,对影响采煤机牵引机构力学性能的控制参数进行实验设计,根据实验设计点更新参数化模型并进行有限元动力学分析,获得影响度较大的控制参数并建立控制参数和响应结果响应关系。基于控制样本参数构建牵引机构的响应面模型,采用MOGA算法对响应面模型进行寻优并实现对采煤机牵引机构的优化设计。经验证,优化后的牵引机构比未优化的牵引机构表现出更好的承载能力。

【Abstract】 The parameterized model of the shearer traction mechanism is established based on the curve parameter equation.Based on the finite element analysis and kinematic analysis results of the shearer traction mechanism,the experimental design of the control parameters affecting the mechanical performance of the shearer traction mechanism is carried out. The design point updates the parameterized model and performs finite element dynamic analysis to obtain the control parameters with greater influence and establish the relationship between the control parameters and the response results. The response surface model of the traction mechanism is constructed based on the control sample parameters. The MOGA algorithm is used to optimize the response surface model and achieve the optimal design of the shearer traction mechanism. The verification results show that the optimized traction mechanism shows better carrying capacity and stability than the unoptimized traction mechanism.

【基金】 山西省自然科学基金项目(201901D111055)
  • 【文献出处】 机械设计与制造 ,Machinery Design & Manufacture , 编辑部邮箱 ,2023年07期
  • 【分类号】TD421.6
  • 【下载频次】20
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