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  1. No Access

    Chapter and Conference Paper

    A Novel Method of Material Requirement Forecasting for Discrete Manufacturing System Based on Improved Genetic Algorithm

    To solve the problem of low accuracy of material requirement forecasting in discrete manufacturing enterprises, a novel method is being presented by using BP neural network and genetic algorithm. With the prop...

    Yongyang Zhang, **gxia Fang, Nannan Lin… in Proceedings of Industrial Engineering and … (2024)

  2. No Access

    Chapter and Conference Paper

    Early Fault Detection of Robotic Joints Based on Time–Frequency Analysis of Motor Current Signature

    Robotic joints, which are critical fixtures consisting of electrical motors, high-speed planetary gears, and low-speed cycloid wheels, are prone to friction and wear. Early fault detection and diagnosis of joi...

    Yu Lin, Zhexiang Zou, Dongqin Li… in Proceedings of the UNIfied Conference of D… (2024)