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The artificial neural networks with structure self-organizing algorithm was used in quality testing of gear wheel, the structure self-organizing training algorithm was proposed, the application in quality testing of gear wheel was analyzed and the simulation shows the method is effective and can applied into mechanism quality testing system with the automation realized.
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