Edge computing on IoT for machine signal processing and fault diagnosis: A review

S Lu, J Lu, K An, X Wang, Q He - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
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 …

Motor fault diagnostics based on current signatures: a review

G Niu, X Dong, Y Chen - IEEE Transactions on Instrumentation …, 2023 - ieeexplore.ieee.org
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 …

Filter-informed spectral graph wavelet networks for multiscale feature extraction and intelligent fault diagnosis

T Li, C Sun, O Fink, Y Yang, X Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Intelligent fault diagnosis has been increasingly improved with the evolution of deep
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

V Gurusamy, GA Capolino, B Akin… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
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 …

Real-time quality inspection of motor rotor using cost-effective intelligent edge system

Q Zhu, J Lu, X Wang, H Wang, S Lu… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
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 …

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 …

Reine: Reinspection Necessity-Based Video Collaborative Edge Caching in Smart Factory

J Tu, C Chen, Q Xu, X Guan - IEEE Transactions on Industrial …, 2024 - ieeexplore.ieee.org
In intelligent factories, multiple industrial cameras capture continuous videos and upload
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 …

[引用][C] 基于故障特征分析的笼型电机转子断条故障诊断方法综述

孙浩, 孔令崧 - 微特电机, 2023

[引用][C] Guest Editorial: Special Section on Real-Time Edge Computing Over New Generation Automation Networks for Industrial Cyber-Physical Systems

J Jin, K Yu, N Zhang, Z Pang - IEEE Transactions on Industrial …, 2022 - ieeexplore.ieee.org
CYBER-physical systems (CPS) are complex entities formed by physical objects with
embedded computing and communication capabilities. Communication networks of different …