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Science News for October 16, 2022


Electrostatic atomization minimum quantity lubrication machining: From mechanism to application

The study reviews electrostatic atomization minimum quantity lubrication (MQL) mechanism and applications, highlighting its benefits in clean cutting and biolubricant development. Researchers propose future directions for improving coordination parameters and equipment integration.

SourceInternational Journal of Extreme Manufacturing·JournalInternational Journal of Extreme Manufacturing·DateOct 16, 2022

Zinc enhances albumin’s protective role against Parkinson's disease

Researchers have discovered that zinc ions tune the ability of human serum albumin to prevent α-synuclein aggregation, a process linked to Parkinson's disease. Zinc binding alters HSA's chaperone function, blunting fibril formation and slowing down protein deposition that can lead to neurodegeneration.

SourceKing Abdullah University of Science & Technology (KAUST)·JournalInternational Journal of Biological Macromolecules·DateOct 16, 2022

New study in IEEE/CAA Journal of Automatica Sinica describes convolutional neural network framework to predict remaining useful life in machines

A new CNN framework, PE-Net, is proposed for predicting machine remaining useful life (RUL) accurately. The framework uses a novel architecture with small-sized one-dimensional convolution kernels and deep networks to learn features from input time series signals.

SourceChinese Association of Automation·JournalIEEE/CAA Journal of Automatica Sinica·DateOct 16, 2022