Edge computing on IoT for machine signal processing and fault diagnosis: A review
Edge computing is an emerging paradigm that offloads the computations and analytics
workloads onto the Internet of Things (IoT) edge devices to accelerate the computation …
workloads onto the Internet of Things (IoT) edge devices to accelerate the computation …
Motor fault diagnostics based on current signatures: a review
Electric motors act as the backbone of industrial development. Their reliable and safe
operation is essential to various industries. At present, motor fault diagnosis based on …
operation is essential to various industries. At present, motor fault diagnosis based on …
Filter-informed spectral graph wavelet networks for multiscale feature extraction and intelligent fault diagnosis
Intelligent fault diagnosis has been increasingly improved with the evolution of deep
learning (DL) approaches. Recently, the emerging graph neural networks (GNNs) have also …
learning (DL) approaches. Recently, the emerging graph neural networks (GNNs) have also …
Recent trends in magnetic sensors and flux-based condition monitoring of electromagnetic devices
As one of the most promising techniques, magnetic flux-based condition monitoring of
electrical machines, has gained significant traction in the past decade. One of the key …
electrical machines, has gained significant traction in the past decade. One of the key …
Real-time quality inspection of motor rotor using cost-effective intelligent edge system
Induction motors (IMs) are used extensively as driving actuators in electric vehicles. Motor
rotors are prone to defects in the die casting procedure, which can significantly reduce the …
rotors are prone to defects in the die casting procedure, which can significantly reduce the …
Instantaneous rotation speed estimation through low-cost digital imaging and time-frequency analysis
T Wang, J Zhang, F Yin, S Zhou, X Gong… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Instantaneous rotation speed (IRS) estimation is desirable in a wide range of industrial fields
for health assessment and system control of mechanical machinery. In this article, a low-cost …
for health assessment and system control of mechanical machinery. In this article, a low-cost …
Reine: Reinspection Necessity-Based Video Collaborative Edge Caching in Smart Factory
In intelligent factories, multiple industrial cameras capture continuous videos and upload
them to edge nodes for automatic preinspection. For reliability, video chunks with low …
them to edge nodes for automatic preinspection. For reliability, video chunks with low …
Optimal Design of Induction Machine for Spindle Motor Considering Rotor Conductor Bar Porosity
CW Seo, DH Jang, YH Hwang, IS Song… - … and Systems (ICEMS …, 2023 - ieeexplore.ieee.org
This paper focuses on the impact of porosity on the reliability and structural robustness of
Induction Machines used in high-precision applications. The proposed method investigates …
Induction Machines used in high-precision applications. The proposed method investigates …
[引用][C] Guest Editorial: Special Section on Real-Time Edge Computing Over New Generation Automation Networks for Industrial Cyber-Physical Systems
CYBER-physical systems (CPS) are complex entities formed by physical objects with
embedded computing and communication capabilities. Communication networks of different …
embedded computing and communication capabilities. Communication networks of different …