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數(shù)控機床主軸優(yōu)化設(shè)計專家系統(tǒng)研究
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國家自然科學(xué)基金項目(51405115)


Optimization Design Expert System of CNC Machine Tool Spindle
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    摘要:

    為了提高數(shù)控機床的加工精度并促進制造業(yè)升級發(fā)展,對數(shù)控機床主軸優(yōu)化設(shè)計專家系統(tǒng)進行了研究。基于當前豐富的數(shù)控機床主軸設(shè)計經(jīng)驗、機械動力學(xué)、優(yōu)化方法和模糊邏輯理論,構(gòu)造了主軸傳動方式模糊優(yōu)選法。以提高數(shù)控機床主軸的動靜態(tài)性能為優(yōu)化目標,通過靈敏度分析法選擇設(shè)計變量,建立主軸結(jié)構(gòu)多目標優(yōu)化設(shè)計的數(shù)學(xué)模型,并提出一種漸進優(yōu)化算法用于模型求解,得到一種新的主軸結(jié)構(gòu)優(yōu)化設(shè)計方法。將主軸傳動方式模糊優(yōu)選法和主軸結(jié)構(gòu)優(yōu)化設(shè)計方法進行集成,從而形成一套數(shù)控機床主軸優(yōu)化設(shè)計專家系統(tǒng)。以一種精密數(shù)控機床主軸的多目標優(yōu)化設(shè)計作為應(yīng)用案例,將優(yōu)化設(shè)計結(jié)果與實際情況和實驗結(jié)果進行對比分析,驗證了所構(gòu)造的數(shù)控機床主軸優(yōu)化設(shè)計專家系統(tǒng)的可行性。

    Abstract:

    In order to improve the machining accuracy of CNC machine tool and promote manufacturing industry upgrade development, a CNC machine tool spindle optimization design expert system was studied. On the basis of the rich CNC machine tool spindle design experience in current, mechanical dynamics, optimization method and fuzzy logic theory, a spindle transmission type fuzzy optimum seeking method was developed. Taking the dynamic and static performance of CNC machine tool spindle as optimization goals, and adopting the sensitivity analysis to choose the design variables, a mathematic model of the spindle structural multi-objective optimization design was established. A gradual optimization algorithm was put forward to solve the optimization model, and a new kind of spindle structural optimization design method was obtained. Through integrating the “spindle transmission type fuzzy optimum seeking method” with the “spindle structural optimization design method”, the CNC machine tool spindle optimization design expert system was developed. Taking the multi-objective optimization design for a precision CNC machine tool spindle as application case, the optimization design results were compared with the actual situation and the experimental results, which verified the feasibility of the CNC machine tool spindle optimization design expert system.

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劉世豪,張云順,王宏睿.數(shù)控機床主軸優(yōu)化設(shè)計專家系統(tǒng)研究[J].農(nóng)業(yè)機械學(xué)報,2016,47(4):372-381. Liu Shihao, Zhang Yunshun, Wang Hongrui. Optimization Design Expert System of CNC Machine Tool Spindle[J]. Transactions of the Chinese Society for Agricultural Machinery,2016,47(4):372-381.

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  • 收稿日期:2015-09-08
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  • 在線發(fā)布日期: 2016-04-10
  • 出版日期: 2016-04-10
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