A multi-layer denoising method for product quality prediction based on key information retention and residual noise elimination
Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture
Published online on May 06, 2026
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 ...
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 ...