Innovative Researcher Award

 


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Artificial Intelligence for Road Safety

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Importance of traffic signal rules

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    Adhering to traffic rules and traffic signals is crucial for maintaining road safety and preventing accidents. These road rules and signs are the foundations for smooth movement of vehicles and an efficient network of roads.    Accident prevention:  By following the road safety rules, road users can avoid collisions and injuries. Traffic signals play a crucial role in preventing accidents by regulating the flow of vehicles and ensuring that drivers and pedestrians regulate their movement on the road.  Traffic congestion mitigation:  Well-timed and efficient traffic signals help to reduce traffic congestion by coordinating the movement of vehicles and preventing bottlenecks. This improves traffic flow, reduces travel times, and saves fuel. Pedestrian safety:  Traffic signs and signals provide clear instructions and warnings to pedestrians, allowing them to safely cross the road at designated times. This reduces the risk of pedestrian accidents....
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Biodiesel vs. Diesel Fuel

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  There are significant differences in environmental impact when comparing biodiesel and diesel’s life cycle emissions. While both fuels produce similar amounts of carbon dioxide during combustion, biodiesel’s carbon dioxide emission is partially offset by the growth of plants like soybeans and other feedstock used to make biodiesel fuel. This leads to a notable decrease in net carbon dioxide emissions over its life cycle. The U.S. Department of Energy reports that pure biodiesel emissions are  reduced by 74% compared to diesel . Meanwhile, a B20 blend  reduces carbon dioxide emissions by 15% . The difference between diesel and biodiesel is also apparent when observing other emission pollutants. Research  published by the Institute of Physics  (IOP) revealed the following results: Carbon monoxide:  Pure biodiesel produces significantly lower carbon monoxide emissions than regular diesel. Hydrocarbon:  Diesel generates higher hydrocarbon emissions ...
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