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A multi-layer denoising method for product quality prediction based on key information retention and residual noise elimination

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Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Ahead of Print.
In industrial big data, noise significantly impacts product quality prediction and analysis. Traditional denoising methods often suffer from key information loss and residual complex noise. To address these challenges, this paper proposes a multi-layer ...