Use Cases

Smart city or intelligent transportation system, showcasing the integration of advanced technology and data analytics into urban infrastructure.

How Fuel Prices Shape Our Driving Habits

It's a hidden engineer shaping the very way we use our nation's roads. From a historic national speed limit to subtle shifts in driver behavior, the fluctuating cost of fuel, often a direct result of global events, has a profound impact on traffic operations in the United States.
IEEE NTDAS Use Case Summaries

IEEE NTDAS Use Case Summaries

To inspire the development of data-supported analytics, the platform includes over 50 potential use cases on a variety of topics that range traffic engineering to the impact of traffic and congestion on animal habitats.
Los Angeles Four Level Freeway Interchange

Evaluating Alternative Fuel Stations

Strategic placement of EV charging stations not only supports the shift away from fossil fuels but also helps reduce urban air pollution, improve traffic flow, and provide affordable transportation for underserved communities.
A flock of birds sitting on power lines

The Impact of Traffic on Wildlife

The effects of congestion on animal behavior, specifically birds, can have short- and long-term impacts that may not be immediately apparent. Improved transportation systems may have an unintended negative impact on multiple species of animals and in particular birds.
View from behind of cars in traffic

The Impact of Idling on Air Quality

The effects of congestion on animal behavior, specifically birds, can have short- and long-term impacts that may not be immediately apparent. Improved transportation systems may have an unintended negative impact on multiple species of animals and in particular birds.