Transfer learning based fault diagnosis of automobile dry clutch system

G Chakrapani, V Sugumaran - Engineering Applications of Artificial …, 2023 - Elsevier
Dry friction clutches are prone to fault occurrences due to their continuous exposure to
thermal loading and high abrasive rate during power transmission. Fault occurrences in …

Adaptive starting control strategy for hybrid electric vehicles equipped with a wet dual-clutch transmission

J Guo, Y Zhang - Actuators, 2023 - mdpi.com
To improve the starting performance of the P2. 5 plug-in hybrid electric vehicles with a wet
dual-clutch transmission, an adaptive starting control strategy is presented in this paper …

Modeling and control of ball-ramp electromechanical clutch actuator for in-wheel AMT of electric vehicles

G Dong, F Wang, D Meng, H Chu, J Hong… - Mechanism and Machine …, 2023 - Elsevier
A novel ball-ramp electromechanical clutch actuator (BR-ECA) based on the in-wheel two-
speed transmission topology for electric vehicles is proposed in this study. It is compact …

Advancing automobile dry clutch fault diagnosis through innovative imaging techniques and Vision transformer integration

PC Viswanathan, A Banerjee, NV Sridharan… - Measurement, 2025 - Elsevier
The study investigates the significance of clutch condition monitoring in automotive
transmissions to preempt mechanical failures, enhance efficiency, and mitigate risks to …

A novel control method of clutch during mode transition of single-shaft parallel hybrid electric vehicles

J Ding, X Jiao - Electronics, 2019 - mdpi.com
The mode transition of single-shaft parallel hybrid electric vehicles (HEVs) between engine
and motor has an important impact on power and drivability. Especially, in the process of …

[PDF][PDF] Effect of clutch pedal distances on fuel consumption under actual operating conditions

H Bayrakçeken, H Yavuz, TA Arslan - Engineering Perspective, 2023 - sciperspective.com
Clutch systems are the auxiliary system for transmitting the power and torque obtained in the
internal combustion engine to the gearbox, starting the vehicle, and providing gear changes …

A novel algorithm for hydrostatic-mechanical mobile machines with a dual-clutch transmission

Y **ang, R Li, C Brach, X Liu, M Geimer - Energies, 2022 - mdpi.com
Mobile machines using a hydrostatic transmission is highly efficient under lower working-
speed condition but less capable at higher transport velocities. To enhance overall …

[HTML][HTML] Intelligent fault diagnosis for tribo-mechanical systems by machine learning: Multi-feature extraction and ensemble voting methods

V Shandhoosh, G Chakrapani, V Sugumaran… - Knowledge-Based …, 2024 - Elsevier
Timely fault detection is crucial for preventing issues like worn clutch plates and excessive
friction material degradation, enhancing fuel efficiency, and prolonging clutch lifespan. This …

Robust design optimization with penalty function for electric oil pumps with BLDC motors

KY Yoon, SW Baek - Energies, 2019 - mdpi.com
In this paper, we propose and evaluate a robust design optimization (RDO) algorithm for the
shape of a brushless DC (BLDC) motor used in an electric oil pump (EOP). The components …

Nonlinear control of direct-drive pump-controlled clutch actuator in consideration of pump efficiency map

B Gao, X Li, X Zeng, H Chen - Control Engineering Practice, 2019 - Elsevier
Pump-controlled hydraulic system, compared with the valve-controlled one, has simplified
structure and increased efficiency, but the dynamic response is poor. This paper presents a …