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CNN硬件加速器用于实时轴承故障诊断

Ching-Che Chung1, Yu-Pei Liang1, Hong-Jin Jiang1

  • 1Department of Computer Science and Information Engineering and Advanced Institute of Manufacturing with High-Tech Innovations, National Chung Cheng University, Chia-Yi 621301, Taiwan.

Sensors (Basel, Switzerland)
|July 14, 2023
PubMed
概括

本研究介绍了一种用于一维卷积神经网络 (CNN) 的新型硬件加速器,可实现实时轴承状况监控. 该系统使用现场可编程门阵列实现了高诊断准确度和效率,降低了计算成本.

关键词:
卷积的卷积 卷积的卷积数字电路中的数字电路.数字信号处理是数字信号处理.错误诊断 错误诊断 错误诊断 是一个问题.现场可编程的门阵列.固定点算术的算术.神经网络的神经网络的神经网络定量化定量化是什么实时系统实时系统.信号采样采样信号采样

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