A5032718863- Electric and Hybrid Vehicle Technologies
- Advanced Combustion Engine Technologies
- Time Series Analysis and Forecasting
- Real-time simulation and control systems
- Traffic Prediction and Management Techniques
- Vehicle Dynamics and Control Systems
- Anomaly Detection Techniques and Applications
- Advanced Battery Technologies Research
Kookmin University
2021-2022
Over the past decade, new models of hybrid electric vehicles have been released worldwide, and fuel efficiency said has increased by more than 5%. To further improve efficiency, vehicle manufacturers made efforts to design modules (e.g., engines, motors, transmissions, batteries) with highest possible. do so, economy test process, which is conducted primarily using a chassis dynamometer, must produce reliable accurate results. accurately analyze improvement rate each module, it necessary...
To meet the growing trend of stringent fuel economy regulations, automakers around world are designing modules such as engines, motors, transmissions and batteries to be efficient possible. In order verify effect these designs on overall efficiency vehicle, vehicle equipped with each module is placed chassis dynamometer, driven follow target speed, actual measured. These tests traditionally performed by human operators, but now being replaced robots (physical or software) ensure accuracy...
It is necessary to calibrate the hydraulic pressure of shift control develop an automatic transmission (AT), and this calibration process entails a subjective quality assessment by experienced engineers. An objective methodology has been explored for long time replace engineer. The most recent data-based model attained nearly human-like performance. However, preparing large number data labels required supervised learning limitations. This study proposes unsupervised anomaly detection address...