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基于神经网络的智能诊断

Intelligent Diagnosis Based on Neural Networks

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【作者】 虞和济陈长征张省

【Author】 Yu Heji Chen Changzheng Zhang Sheng (Equipment Diagnosis Engineering Center,Northeast University Shenyang,110006)

【机构】 东北大学设备诊断工程中心!沈阳110006

【摘要】 人工智能与诊断理论的结合形成了智能诊断 ,早期发展的模拟人脑思维推理的、基于知识的专家系统以串行运行的格式进入设备诊断领域 ,形成了基于知识的诊断推理专家系统 ,国内外已有许多成熟的商品化软件系统。近几年新发展起来的人工智能的一个分支——人工神经网络模仿人脑物理结构以其强大的并行运算和联想能力非常适合于设备诊断中的状态识别 ,本单位研制的通用型神经网络智能诊断系统 ,已达到商品化水平 ,并已在生产线上运行

【Abstract】 The combination of artificial intelligence and diagnosis theory gives birth to the intelligent diagnosis full of the feature of in formation era.The original expert system which imitated human thought and based on knowledge,came into the field of diagnosis by the serial style and formed the diagnostic deduced expert system.There are a lot of such good commercial software in nation wide and world wide.Artificial neural networks is one of the branches of artificial intelligence developed recently.It simulates the physical structure of human brain and is very suitable for pattern identification in equipment diagnosis for its powerful parallel computation and association ability.The universal neural network intelligent diagnosis system developed by us has reached the level of commerce and has been used by some enterprises in production lines.

  • 【文献出处】 振动工程学报 ,JOURNAL OF VIBRATION ENGINEERING , 编辑部邮箱 ,2000年02期
  • 【分类号】TP18
  • 【被引频次】232
  • 【下载频次】1731
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