A Study on Localization of Acoustic Emission Source Based on Algebraic Neural Network

摘要：

　　We propose the concept of algebraic neural network and introduce the algebraic algorithm in the network-training phase,which transforms the complex nonlinear optimization problem to a set of simple algebraic equations and achieves the best result directly.The experimental results show that rub-impact AE source localization problem is well solved by combining the nonlinear dynamic features and neural network,thus to provide cue to rotor rub-impact fault diagnosis and the application prospects and further research values are promising.

关键词： acoustic emission localization rub-impact algebraic neural network

作者: Lin Zhezhi Cheng Xinmin

作者单位: Huzhou Teachers School College of Information and EngineeringHuzhou, Zhejiang, China, 313000

会议类型: 国际会议

会议名称: 2012 2nd international Conference on Materials Science and Information Technology(2012第二届材料科学与信息技术国际会议)(MSIT2012)

会议地点: 西安

会议语种:英文

页码: 984-987

在线出版日期: 2012-08-24（万方平台首次上网日期，不代表论文的发表时间）