The RITMO project focuses on urban transportation and mobility. It builds on two key enablers, connected and automated vehicles, and leverages the tremendous progress in artificial intelligence, data science, and operations research to design and operate a new generation of on-demand urban transit systems. RITMO assembles a multi-disciplinary team of researchers, from computer science, industrial and operations engineering, medicine, the school of information, urban planning, and the transportation research institute. One of the main focuses of the project is to improve accessibility to jobs, health-care, and education for all segments of the population.
Some other potentially interesting links:
- University may begin testing new kind of on-demand transit system;
- Problem solving with real-time data;
- 2016 MIDAS Symposium.
RITMO is starting a phased deployment of an on-demand multimodal transit system in Ann Arbor, featuring mobile applications, a cloud computing platform, and real-time optimization algorithms.
The deployment is in partnership with the UM Parking and Transportation Services, the UM Information and Technology Services, and the UM advanced research computing technology services. The following video visualizes the new proposed transit system at the University of Michigan. High-frequency buses are depicted in blue, on-demand shuttles in green, and waiting riders in red. The taller the buses, the shuttles, and the waiting queues are, the more people are traveling on the buses and the shuttles or waiting at the stops.The visualization is based on real ridership data.
Data Science for Transportation
RITMO believes that data science presents a unique opportunity to transform urban mobility. We now have access to substantial data sets about mobility, infrastructure, transit systems, and congestion. The RITMO project is collecting and mining huge data sets to inform the design and operations of on-demand transportation systems. The picture below depicts a density map of boardings on the Ann Arbor transit system.
This video depicts the operations of the transit system on October 7, 2013.
Rush hours is essentially an evacuation or the reverse of an evacuation. The RITMO team has substantial experience in designing evacuation algorithm. The video below illustrates some of the work.