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阐述了机械设备状态趋势预测的基本概念，讨论了机械设备状态预测的主要方法。研究了三种预测机械设备状态发展趋势的神经网络方法，对采用不同的神经网络预测方法的预测结果进行了分析比较。
The basic concepts of mechanical equipment status trend prediction are expounded, and the main methods of mechanical equipment status prediction are discussed. Three kinds of neural network methods for predicting the development trend of mechanical equipment are studied. The prediction results using different neural network prediction methods are analyzed and compared.