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Showing 1 to 12 of 12 for “"tire wear"”.

  1. Integrated Experimental Methods and Machine Learning for Tire Wear Prediction

    A major challenge in tire research, is tire wear modeling. There are too many factors affecting tire wear, and part of those factors are difficult to be accurately expressed in physics and math. The objective of this research is to develop a machine learning based rubber sample wear model, and find …

    vt Repository record for Integrated Experimental Methods and Machine Learning for Tire Wear Prediction (opens in a new tab)

  2. VEHICLES¿ NON-EXHAUST EMISSIONS: SETUP OF EXPERIMENTAL APPROACHES FOR ON-ROAD CHARACTERIZATION OF TIRE WEAR AND ROAD DUST PARTICLES

    … emissions (NEEs), particularly those from tire and road wear particles (TRWPs), have emerged as a dominant and under-investigated source of airborne particulate matter. TRWPs are mechanically generated, chemically complex, and highly variable, posing challenges for both environmental …

    milano Repository record for VEHICLES¿ NON-EXHAUST EMISSIONS: SETUP OF EXPERIMENTAL APPROACHES FOR ON-ROAD CHARACTERIZATION OF TIRE WEAR AND ROAD DUST PARTICLES (opens in a new tab)

  3. Development of a multi-physics tire model for wear and thermal estimation in the finite element environment

    … improving the understanding of vehicle dynamics, tire wear and tire modeling is finite element techniques. For accurate static, steady-state, and dynamic tire mechanics in simulation, a highly accurate tire model needs to be modeled and validated in multiple domains. This research focuses on the …

    uoit Repository record for Development of a multi-physics tire model for wear and thermal estimation in the finite element environment (opens in a new tab)

  4. Real-time decision making in motorsports : analytics for improving professional car race strategy

    … positions. Secondly, we classify tracks based on tire wear and the ratio of 2 versus 4 tire change decisions for pit stops. We find that a driver's performance in early stages of the race is similar to performance in later stages, suggesting that final race outcomes may be inferred from earlier …

    mit Repository record for Real-time decision making in motorsports : analytics for improving professional car race strategy (opens in a new tab)

  5. Optimal Vehicle Path Generator Using Optimization Methods

    … objective functions; minimum time and maximum tire forces. A three-degree-of freedom vehicle model is used to approximate the handling dynamics of the vehicle. Inputs into the vehicle model are steering angle and longitudinal force at the tire. These two variables approximate two requirements …

    vt Repository record for Optimal Vehicle Path Generator Using Optimization Methods (opens in a new tab)

  6. Analytical Modeling for Sliding Friction of Rubber-Road Contact

    Rubber friction is an important aspect to tire engineers, material developers and pavement engineers because of its importance in the estimation of forces generated at the contact, which further helps in optimizing tire and vehicle performances, and to estimate tire wear. It mainly depends on the …

    vt Repository record for Analytical Modeling for Sliding Friction of Rubber-Road Contact (opens in a new tab)

  7. Improved Vehicle Dynamics Sensing during Cornering for Trajectory Tracking using Robust Control and Intelligent Tires

    Tires, being the only component of the vehicle in contact with the road surface, are responsible for generating the forces for maintaining the vehicle pose, orientation and stability of the vehicle. Additionally, the on-board advanced chassis control systems require estimation of these tire-road …

    vt Repository record for Improved Vehicle Dynamics Sensing during Cornering for Trajectory Tracking using Robust Control and Intelligent Tires (opens in a new tab)

  8. Enhancing Network-Level Pavement Macrotexture Assessment

    … splash and spray, ambient and in-vehicle noise, tire wear, and rolling resistance. While devices and general guidance exist to measure macrotexture, the wide-scale collection and use of macrotexture is neither mandated nor is it typically employed in the United States. This work seeks to improve …

    vt Repository record for Enhancing Network-Level Pavement Macrotexture Assessment (opens in a new tab)

  9. Multi-scale analysis of 6PPD-quinone: distribution, environmental risk, and urbanization influence in the Delaware River Basin

    Tire wear particles (TWPs) represent a pervasive and chemically complex class of urban contaminants. Among these, 6PPD-quinone (6PPDQ) an oxidative transformation product of the anti-degradant i.e., N-(1,3-dimethylbutyl)-N′-phenyl-p-phenylenediamine (6PPD), have emerged as contaminant of critical …

    temple Repository record for Multi-scale analysis of 6PPD-quinone: distribution, environmental risk, and urbanization influence in the Delaware River Basin (opens in a new tab)

  10. Downstream Dilemma: Navigating Microplastic's Impact on Freshwater Symbiosis in the Anthropocene

    … to microplastics of fibrous, microsphere, and tire wear particle morphologies while varying symbiont densities. We used the crayfish-branchiobdellidan model system in our study due to its amenability to laboratory monitoring and manipulation. The crayfish C. appalachiensis, common in the …

    vt Repository record for Downstream Dilemma: Navigating Microplastic's Impact on Freshwater Symbiosis in the Anthropocene (opens in a new tab)

  11. Drivers and effects of plastic contamination in aquatic ecosystems

    … contaminated food pellets (using polyethylene or tire wear particles) and compared to a control group for 60 days. Then, differences in behavioural changes and swimming capacity were tested. The results show that exposure to MPs affected fish behaviour, and in particular the native species changed …

    cagliari Repository record for Drivers and effects of plastic contamination in aquatic ecosystems (opens in a new tab)

  12. Development of Comprehensive Experimental, Analytical and, Numerical Methods for Predicting Rubber Friction and Wear under Thermomechanical Conditions

    … in different applications, such as constructing tires, artificial joints, shoe heels, and soles. A study on the different characteristics of viscoelastic materials has always been a matter of interest in order to improve their properties for various applications. In the automotive industry, …

    vt Repository record for Development of Comprehensive Experimental, Analytical and, Numerical Methods for Predicting Rubber Friction and Wear under Thermomechanical Conditions (opens in a new tab)