[HTML][HTML] Influence of Temperature on Brushless Synchronous Machine Field Winding Interturn Fault Severity Estimation
R Pascual, E Rivero, JM Guerrero, K Mahtani… - Applied Sciences, 2024 - mdpi.com
There are numerous methods for detecting interturn faults (ITFs) in the field winding of
synchronous machines (SMs). One effective approach is based on comparing theoretical …
synchronous machines (SMs). One effective approach is based on comparing theoretical …
[PDF][PDF] Identification and Classification of Turn ShortCircuit and Demagnetization Failures in PMSM Using LSTM and GRU Methods
T Lale, G Yüksek - Bulletin of the Polish Academy of Sciences …, 2024 - journals.pan.pl
In a very broad range of industrial applications, especially in electric vehicles, permanent
magnet synchronous motors (PMSMs) play an important role. Any failure in PMSMs may …
magnet synchronous motors (PMSMs) play an important role. Any failure in PMSMs may …
[HTML][HTML] An Audio-Based Motor-Fault Diagnosis System with SOM-LSTM
CS Tu, CK Chiu, MT Tsai - Applied Sciences, 2024 - mdpi.com
This paper combines self-organizing map** (SOM) and a long short-term memory network
(SOM-LSTM) to construct an audio-based motor-fault diagnosis system for identifying the …
(SOM-LSTM) to construct an audio-based motor-fault diagnosis system for identifying the …
[HTML][HTML] Hybrid CNN-BiLSTM-MHSA Model for Accurate Fault Diagnosis of Rotor Motor Bearings
Z Yang, W Li, F Yuan, H Zhi, M Guo, B **n, Z Gao - Mathematics, 2025 - mdpi.com
Rotor motor fault diagnosis in Unmanned Aerial Vehicles (UAVs) presents significant
challenges under variable speeds. Recent advances in deep learning offer promising …
challenges under variable speeds. Recent advances in deep learning offer promising …
Thermal investigation of 12/10 switched reluctance motor adopting different casing fins and materials for e-vehicle application
K Maripandi, B Mahadevan, FIRE Sehar… - Matéria (Rio de …, 2024 - SciELO Brasil
The current work presents the thermal analysis of a 12/10 switched reluctance motor (SRM)
with modified fin arrangements with different materials for e-vehicle applications. Initially, the …
with modified fin arrangements with different materials for e-vehicle applications. Initially, the …
Enhanced Condition Monitoring of Low Voltage Motors in Harsh Environments with Ladybug Beetle Optimization and Context-Aware Graph Convolutional Networks
P Rajasekar, PP Tiwari, L Sharmila… - 2024 4th …, 2024 - ieeexplore.ieee.org
Low voltage motors are essential in many applications in contemporary industrial settings,
as they power machines and guarantee efficient operations. However, these motors often …
as they power machines and guarantee efficient operations. However, these motors often …
MFD-Net: Mechanical Fault Detection Using Deep Feature Extraction for Manufacturing Industries
A Pothuri, S Nagarajan - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
In manufacturing industries, mechanical faults contribute to nearly 40% of equipment
downtime, with annual losses exceeding billions globally. Despite efforts to implement …
downtime, with annual losses exceeding billions globally. Despite efforts to implement …
[PDF][PDF] Identification and Classification of Turn Short-Circuit and Demagnetization Failures in PMSM Using LSTM and GRU Methods
TLG Yüksek - researchgate.net
In a very broad range of industrial applications, especially in electric vehicles, permanent
magnet synchronous motors (PMSMs) play an important role. Any failure in PMSMs may …
magnet synchronous motors (PMSMs) play an important role. Any failure in PMSMs may …