Systematic Comparison of Sensor Signals for Pump Operating Points Estimation Using Convolutional Neural Network

The head and flow Axle Spacer rate of a pump characterize the pump performance, which help determine whether maintenance is needed.In the proposed method, instead of a traditional flowmeter and manometer, the operating points are identified using data collected from accelerometers and microphones.The dataset is created from a test rig consisting of

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Escaping Death: Mitochondrial Redox Homeostasis in Cancer Cells

Reactive oxygen species (ROS) are important signaling molecules that act through the oxidation of nucleic acids, proteins, and lipids.Several hallmarks of cancer, including uncontrolled proliferation, angiogenesis, and genomic instability, are promoted by the increased ROS levels commonly found Freestanding Ovens in tumor cells.To counteract excess

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