航空制造技术
航空製造技術
항공제조기술
AERONAUTICAL MANUFACTURING TECHNOLOGY
2014年
10期
68-71,74
,共5页
徐溶蔚%王珉%陈文亮
徐溶蔚%王珉%陳文亮
서용위%왕민%진문량
飞机装配%自动化制孔%参数优化%响应面法%自适应模拟退火法
飛機裝配%自動化製孔%參數優化%響應麵法%自適應模擬退火法
비궤장배%자동화제공%삼수우화%향응면법%자괄응모의퇴화법
Aircraft assembly%Automatic drilling%Parameter optimization%Response surface methodol-ogy%Adaptive simulated annealing method
目前,轻型自动化制孔系统已在航空制造领域得到广泛应用。针对其关键应用技术单向压紧制孔工艺,提出了一种基于响应面法(RSM)的参数优化方法。以中机身与中后机身的对接结构为例,构建四阶响应面模型并验证了该方法的有效性,采用自适应退火算法进行参数优化,给出参数推荐值。该方法仅通过少量样本点的有限元分析,即可构建可靠的响应面,避免优化迭代过程中的有限元仿真分析,大大提高计算效率和精度。
目前,輕型自動化製孔繫統已在航空製造領域得到廣汎應用。針對其關鍵應用技術單嚮壓緊製孔工藝,提齣瞭一種基于響應麵法(RSM)的參數優化方法。以中機身與中後機身的對接結構為例,構建四階響應麵模型併驗證瞭該方法的有效性,採用自適應退火算法進行參數優化,給齣參數推薦值。該方法僅通過少量樣本點的有限元分析,即可構建可靠的響應麵,避免優化迭代過程中的有限元倣真分析,大大提高計算效率和精度。
목전,경형자동화제공계통이재항공제조영역득도엄범응용。침대기관건응용기술단향압긴제공공예,제출료일충기우향응면법(RSM)적삼수우화방법。이중궤신여중후궤신적대접결구위례,구건사계향응면모형병험증료해방법적유효성,채용자괄응퇴화산법진행삼수우화,급출삼수추천치。해방법부통과소량양본점적유한원분석,즉가구건가고적향응면,피면우화질대과정중적유한원방진분석,대대제고계산효솔화정도。
Currently, the light-weight auto-matic drilling system has been widely used in aircraft manufacturing. The automatic skin-side pressed drilling process is the key technology to control the interfacial burr and chip. This paper presents the parameter optimization of automatic skin-side pressed drilling process based on the response surface methodology (RSM). The constructed method of response surface is described by the case study on the joint structure of middle-fuselage and middle-after fuselage section. And the result veriifes the effectiveness of the method. The parameters are optimized to achieve the rational value of parameters by using adaptive simu-lated annealing method. This method can construct reliable response surface through a few samples simulated by ifnite element, and can avoid the finite element simulation in every iterative optimization. So it can greatly improve the computational efifciency and accuracy.