Minh-Tan Do
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View article: A study of the direct emission of tire wear particles on different types of roads
A study of the direct emission of tire wear particles on different types of roads Open
In the range of 5-6 Mt/y tire wear particles (TWP) are emitted from vehicles in both developed and emerging countries. In an attempt to reduce these emissions, new regulations will come into force in the EU and USA, although currently no o…
View article: Baseball Seam Recognition at Different Distances.
Baseball Seam Recognition at Different Distances. Open
Subjects correctly identified the number of wide red seams on the ball well over threshold (67%) at all distances. The percentage correct was over 90% for all but the 45-foot distance. Assessment of the seam orientation might be useful as …
View article: Estimation of Road Wetness from a Passenger Car
Estimation of Road Wetness from a Passenger Car Open
This paper presents an evaluation of a system aiming at estimating water depths on a road surface. Using accelerometers, the system records the vibrations of a wheel arch liner due to impacts of water droplets. The system setup, including …
View article: Application of Machine Learning Models to the Analysis of Skid Resistance Data
Application of Machine Learning Models to the Analysis of Skid Resistance Data Open
This paper evaluates the ability of some state-of-the-art Machine Learning models, namely SVM (support vector machines), DT (decision tree) and MLR (multiple linear regression), to predict pavement skid resistance. The study encompasses bo…
View article: Toward the Determination of the Appropriate Capturing Resolution of Surface Textures in Relation to Pavement Friction
Toward the Determination of the Appropriate Capturing Resolution of Surface Textures in Relation to Pavement Friction Open
The objective of this work is to determine the appropriate resolution of pavement textures representative of their surface skid resistance. The friction and the texture of different pavement surfaces were first measured. Then, the friction…
View article: On-Board Evaluation of Pavement Wetness from Water Spray
On-Board Evaluation of Pavement Wetness from Water Spray Open
The paper presents an accelerometer-based system that can be implemented in a passenger car to estimate water depths on a road surface. Tests conducted on various road surfaces at different vehicle speeds allow the determination of an appr…
View article: Conception of a High-Level Perception and Localization System for Autonomous Driving
Conception of a High-Level Perception and Localization System for Autonomous Driving Open
This paper describes the conception of a high level, compact, scalable, and long autonomy perception and localization system for autonomous driving applications. Our benchmark is composed of a high resolution lidar (128 channels), a stereo…
View article: Estimation of Water Depth on Road Surfaces Using Accelerometric Signals
Estimation of Water Depth on Road Surfaces Using Accelerometric Signals Open
The paper presents an experimental study conducted to evaluate the feasibility of using accelerometers as an indirect means to estimate water depths on road surfaces. It makes use of the vibration of the vehicle’s wheel arch due to water d…
View article: Analysis of High-Friction Surface Texture with Respect to Friction and Wear
Analysis of High-Friction Surface Texture with Respect to Friction and Wear Open
High Friction Surfaces (HFS) are applied to increase friction capacity on critical roadway sections, such as horizontal curves. HFS friction deterioration on these sections is a safety concern. This study deals with characterization of the…
View article: Tire/Road Rolling Resistance Modeling: Discussing the Surface Macrotexture Effect
Tire/Road Rolling Resistance Modeling: Discussing the Surface Macrotexture Effect Open
This paper deals with the modeling of rolling resistance and the analysis of the effect of pavement texture. The Rolling Resistance Model (RRM) is a simplification of the no-slip rate of the Dynamic Friction Model (DFM) based on modeling t…
View article: ZYG volume 23 issue 2 Cover and Back matter
ZYG volume 23 issue 2 Cover and Back matter Open
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