The project focuses on addressing data quality and integrity challenges in the use of roadside radar detector data, the primary source of fixed sensor traffic data in Tennessee. The project aims to standardize sensor configurations, audit data quality, and establish a robust framework for roadside radar data utilization.

Today’s microgrids are one-off configurations of commercially available equipment and some custom software that implements some microgrid control functions, as well as integrates the components.

Modern cyber-physical systems (CPS) are highly complex systems-of-systems, in which understanding the breadth and severity of cyberattacks is highly challenging. As cyberattacks and defensive operations become increasingly automated, there is a greater need to understand the complexities of interactions between the cyber and physical worlds. A scalable, detailed simulation platform will provide a means of developing and evaluating automated techniques within these complex systems.

This project will improve the ability to build artificial intelligence algorithms for Cyber-Physical Systems (CPS) that incorporate communications technologies by developing methods of learning from simulation environments. The specific application area is connected and automated vehicles (CAV) that drive strategically to reduce stop-and-go traffic. 

The CIRCLES Website https://circles-consortium.github.io contains more detailed information on this project. 

This project entitled "Verification of Autonomous Systems" sponsored by the Air Force Office of Scientific Research, is looking at ways to formally verify that systems that may operate on their own or autonomously meet their requirements.

This project aims to develop a new Science of Design for societal-scale Cyber- Physical Systems (CPS).

Developing a modern technical product such as a car, plane, or a complex medical device includes designing the complex interplay between sensors (which measure physical product and environment state) and actuators (such as small electric motors that control the product).

This project aims to transition recent research results that automate portions of the verification process of Cyber-Physical Systems into broader practice, particularly with industrial and student users. Cyber-physical systems (CPS) are networked embedded computing systems coupled with physics, such as in motor vehicles, aircraft, medical devices, and the electrical grid.