A RES-GANOMALY METHOD FOR MACHINE SOUND ANOMALY DETECTION

A RES-GANomaly Method for Machine Sound Anomaly Detection

Automatic detection of mechanical failure is an essential technology in the fourth industrial revolution, which involves artificial-intelligence-based factory automation.The primary challenge in encoder-based machine sound anomaly detection lies in ensuring high-quality reconstruction of feature maps, as this directly impacts the precise definition

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Intermittent Hypoxia Prevents Myocardial Mitochondrial Ca2+ Overload and Cell Death during Ischemia/Reperfusion: The Role of Reactive Oxygen Species

It has been documented that reactive oxygen species (ROS) contribute to oxidative stress, leading to diseases such as ischemic heart disease.Recently, increasing evidence has indicated that short-term intermittent hypoxia (IH), similar to ischemia preconditioning, could yield cardioprotection.However, the underlying mechanism for the IH-induced car

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An Analysis Method of Open Queueing Networks with a Degradable Structure and Instantaneous Repair Times of Systems

An unreliable open queueing network with Poisson arrivals is considered.For each queueing system the service and failures times are exponentially distributed random variables.The failures of systems lead to changes in the structure of the network and corresponding changes in the performance measures of the queueing network.It is assumed that the ti

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