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Previous research has shown that current driving conditions and driving style have a strong influence over a vehicle's fuel consumption and emissions. This paper presents a methodology for inferring road type and traffic congestion (RT&TC) levels from available onboard vehicle data and then using this information for improved vehicle power management. A machine-learning algorithm has been developed...
It has become apparent that a shift needs to be made in the USA from traditional vehiclespsila dependency on petroleum-based fuels to a more diversified source of fuels. Government, universities, and private sectors have begun to see the importance of fuel efficiency, fuel consumption, environmental factors, and health concerns to the population. The importance of these issues has begun to necessitate...
The combined gear shifting and torque split control we introduced at EVS21 has been improved and adopted to different drive train topologies. The paper demonstrates the improvements concerning fuel efficiency. It shows an new method to calculate the basic cost of the electrical energy stored in the battery. For this gliding average calculations of the efficiencies of the combustion engine and the...
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