Browsing NTNU Open by Author "Zhang, Lin"

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    • Prediction of Bearing Remaining Useful Life With Deep Convolution Neural Network 

      Ren, Lei; Sun, Yaqiang; Wang, Hao; Zhang, Lin (Journal article; Peer reviewed, 2018)
      Cyber-physical-social system (CPSS) has drawn tremendous attention in industrial applications such as industrial Internet of Things (IIoT). As the fundamental component of IIoT, bearings play an increasingly important role ...

    • Remaining Useful Life Prediction for Lithium-Ion Battery: A Deep Learning Approach 

      Ren, Lei; Zhao, Li; Hong, Sheng; Zhao, Shiqiang; Wang, Hao; Zhang, Lin (Journal article; Peer reviewed, 2018)
      Accurate prediction of remaining useful life (RUL) of lithium-ion battery plays an increasingly crucial role in the intelligent battery health management systems. The advances in deep learning introduce new data-driven ...