Multi-layer gated temporal convolution network for residual useful life prediction of rotating machinery

•A multi-layer gated temporal convolution network (MLGTCN) is proposed.•A multi-layer temporal convolution network structure is innovatively constructed.•Gated linear units (GLUs) are creatively constructed.•A reinforcement learning algorithm based on semi-gradient temporal difference (semi-gradient...

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