Jinmo Lee
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View article: A Robust Method for Fault Detection and Severity Estimation in Mechanical Vibration Data
A Robust Method for Fault Detection and Severity Estimation in Mechanical Vibration Data Open
This paper proposes a robust method for fault detection and severity estimation in multivariate time-series data to enhance predictive maintenance of mechanical systems. We use the Temporal Graph Convolutional Network (T-GCN) model to capt…
View article: Design and Evaluation of a Clippable and Personalizable Pneumatic-haptic Feedback Device for Breathing Guidance
Design and Evaluation of a Clippable and Personalizable Pneumatic-haptic Feedback Device for Breathing Guidance Open
To assist people in practicing mindful breathing and regulate their perceived workload while not disturbing the ongoing foreground task during daily routines, we developed a mobile and personalizable pneumatic-haptic feedback device that p…
View article: AmbientBreath
AmbientBreath Open
To promote calm breathing inside a car, we designed a just-in-time breathing intervention stimulated by multi-sensory feedback and evaluated its efficacy in a driving simulator. Efficacy was measured via reduction in breathing rate as well…
View article: Concept Study on Windshield Actuation for Active Control of Wind Noise in a Passenger Car
Concept Study on Windshield Actuation for Active Control of Wind Noise in a Passenger Car Open
The windshield is an integral part of almost every modern passenger car. Combined with current developments in the automotive industry such as electrification and the integration of lightweight material systems, the reduction of interior n…
View article: Development, System Integration and Experimental Investigation of an Active HVAC Noise Control System for a Passenger Car
Development, System Integration and Experimental Investigation of an Active HVAC Noise Control System for a Passenger Car Open
Current developments in the automotive industry such as electrification and consistent lightweight construction increasingly enable the application of active control systems for the further reduction of noise in vehicles. As different stoc…
View article: Studying Personalized Just-in-time Auditory Breathing Guides and Potential Safety Implications during Simulated Driving
Studying Personalized Just-in-time Auditory Breathing Guides and Potential Safety Implications during Simulated Driving Open
Driving can occupy a considerable part of our daily lives and is often associated with high levels of stress. Motivated by the effectiveness of controlled breathing, this work studies the potential use of breathing interventions while driv…