润滑与密封
潤滑與密封
윤활여밀봉
Lubrication Engineering
2015年
9期
14-18
,共5页
磨削工艺%环境影响%减法聚类%自适应神经模糊推理系统
磨削工藝%環境影響%減法聚類%自適應神經模糊推理繫統
마삭공예%배경영향%감법취류%자괄응신경모호추리계통
grinding process%environment impact%subtractive clustering%adaptive neural-fuzzy inference system
针对磨削加工环境影响的客观评价问题，提出一种具有自我学习能力的综合评价方法。首先采用减法聚类初始聚类中心并确定聚类数，然后建立基于自适应神经模糊推理的评价模型，并应用模糊C均值与最小均方的混合算法对评价模型的参数进行优化修正。最后以凸轮轴工件的磨削加工为例，通过仿真试验进行检测，结果表明该方法具有良好的有效性和实用性。
針對磨削加工環境影響的客觀評價問題，提齣一種具有自我學習能力的綜閤評價方法。首先採用減法聚類初始聚類中心併確定聚類數，然後建立基于自適應神經模糊推理的評價模型，併應用模糊C均值與最小均方的混閤算法對評價模型的參數進行優化脩正。最後以凸輪軸工件的磨削加工為例，通過倣真試驗進行檢測，結果錶明該方法具有良好的有效性和實用性。
침대마삭가공배경영향적객관평개문제，제출일충구유자아학습능력적종합평개방법。수선채용감법취류초시취류중심병학정취류수，연후건립기우자괄응신경모호추리적평개모형，병응용모호C균치여최소균방적혼합산법대평개모형적삼수진행우화수정。최후이철륜축공건적마삭가공위례，통과방진시험진행검측，결과표명해방법구유량호적유효성화실용성。
Aimed at the objective evaluation of environmental impact of grinding, a synthetic evaluation method with self?learning ability was proposed.The clustering center was initialized and the cluster number was determined by the sub?tractive clustering,and the evaluation model based on adaptive neural?fuzzy inference system was established.The parame?ters of the evaluation model were optimized and modified with the hybrid algorithm of fuzzy C?means algorithm and least mean square algorithm.The simulated test for the camshaft grinding was conducted.The results show that this method has good validity and practicability.
