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基于ANFIS的磨料水射流切割模型 被引量:1

Modeling of Abrasive Water Jet Cutting Process Based on ANFIS
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摘要 建立了基于自适应神经网络模糊推理系统 (ANFIS)的AWJ切割模型 ,对给定的切割工件、射流压力和切割质量该模型能快速、准确、可靠地预测切割速度 ,可应用于AWJ切割加工的参数选择。 Adaptive neuro-fuzzy inference system(ANFIS)was adopted to develop a numerical model of AWJ cutting process.It was verified to perform satisfactory used for prediction of AWJ cutting speed once the set of input parameters(material,water pressure and desired cutting quality)was specified,the ANFIS model can be applied in selecting and optimizing of parameters,numerical simulating of AWJ cutting process.
出处 《机床与液压》 北大核心 2004年第11期28-30,共3页 Machine Tool & Hydraulics
基金 湖南省自然科学基金 ( 0 2JJY2 0 0 ) 湖南省重点学科基金项目资助 教育厅基金项目资助
关键词 磨料水射流切割 模型 ANFIS Abrasive waterjet cutting Modeling ANFIS
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参考文献4

  • 1Hashish, M. A modeling study of metal cutting with abrasive waterjets[J] . ASME Journal of Manufacturing Science and Engineering, 1984, 106 (1): 88~100.
  • 2Hashish, M. Characteristics of surface machined with abrasive waterjets[J]. ASME Journal of Manufacturing Science and Engineering, 1991, 113: 354~362.
  • 3Zeng, J. , Kim, T. J.. Parameter prediction and cost analysis in abrasive waterjet cutting operations[C] . Proceedings of the 7th American Watejet Conference, WJTA, St Louis,MO, USA. 1993: 175~190.
  • 4张乃尧,阎平凡.神经网络与模糊控制.清华大学出版社,1998.10:222-226.

同被引文献7

  • 1Hashish, M. Steel cutting with abrasive waterjets.Proceedings of the 6th International Conference on Jetting Technology. BHRA, University of Surry, U. K. , 1982 - 447-487.
  • 2Brandt S, Maros Z, Monno M. AWJ parameters selection,a technical and economical evaluation. Proceedings of the 15th International Conference on Jetting Technology.BHRA :U K , 2000 : 353-366.
  • 3Hashish M. A modeling study of metal cutting with abrasive waterjets. Transactions of the ASME. Journal of Manufacturing Science and Engineering, 1984,106 (1) : 88-100.
  • 4Zeng J,Kim T J. Parameter prediction and cost analysis in abrasive waterjet cutting operations. Proceedings of the 7th American Watejet Conference. St Louis, MO, USA:WJTA,1993:175-190.
  • 5Zeng J ,Olsen J ,Olsen C. The abrasive wtrjet as a precision metal cutting tool. Proceedings of Proceedings of the 10th American Water Jet Conference, WJTA, Houston,Texas ,USA, 1999 : 65.
  • 6杨林,张凤华,唐川林.磨料水射流切割断面质量的研究[J].机械设计与研究,2003,19(5):54-56. 被引量:19
  • 7杨林,唐川林,张凤华,雷玉勇.基于人工神经网络的磨料水射流切割加工模型[J].机械科学与技术,2004,23(2):218-220. 被引量:7

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