Fault diagnosis in rotating machines plays a vital role in various industries. Bearing is the
essential element of rotating machines, and early fault detection can reduce the …

Accurately estimating a battery's state of health (SOH) helps prevent battery-powered
applications from failing unexpectedly. With the superiority of reducing the data requirement …

Main circulation pump is the only high-speed rotating equipment in primary loop of nuclear
power plant. Its function is to ensure the normal operation of primary loop system by …

Through advancement of the Vehicle-to-Everything (V2X) network, road safety, energy
consumption, and traffic efficiency can be significantly improved. An accurate vehicle …

Lithium-ion batteries (LiBs) degrade slightly until the knee onset, after which the
deterioration accelerates to end of life (EOL). The knee onset, which marks the initiation of …

This paper proposes a novel robust supervised subspace learning (RSSL) method for output-
relevant prediction and detection against outliers. RSSL learns the robust subspaces by …

Backdoor attacks in Deep Neural Networks (DNNs) involve an attacker inserting a backdoor
into the network by manipulating the training dataset, which causes misclassification of …

The accuracy of the intelligent diagnosis of rolling bearings depends on the quality of its
vibration data and the accuracy of the state identification model constructed accordingly …

Data-driven methods have gained extensive attention in estimating the state of health (SOH)
of lithium-ion batteries. Accurate SOH estimation requires degradation-relevant features and …

Reed relay serves as the fundamental component of functional testing, which closely relates
to the successful quality inspection of electronics. To provide accurate remaining useful life …