When a complex system is damaged, its recovery time holds clues to overall health.
Launched four years ago, the Resiliency in Complex Systems Research Challenge opened the door to a relatively new field of study with broad application across multiple areas of research.
The challenge defines a complex system as one with a large number of interacting parts, whose aggregate activity is nonlinear, that demonstrates emergent behaviors and is adaptive, meaning it changes over time.
“Most of the national security problems that Sandia is engaged in addressing are complex systems,” says Research Challenge co-deputy Marcey Hoover. “Researchers seek to analyze, classify and understand with certainty the resiliency of multiple interconnected systems in the face of multiple threats.”
The challenge looks at
The challenge is working now with Sandia’s Safe Secure Energy Future program, studying the electrical grid and infrastructure. “The idea is to understand infrastructure, such as the electrical grid, and find ways to quantitatively assess the health of the grid using resiliency as the metric. Right now we’re defining the hallmarks of resiliency. One measure that industry uses is ‘customer minutes interrupted,’ but there’s more than that.
Another area of work on the grid project is creating a model of a constantly changing system, developing computer models that take into account grid operations, policy, regulations, things coming onto the grid like renewables and coming off the grid like the shutting down of coal plants. “If I can measure it, then I can find ways to change it either by how I design the system or how I operate it,” Hoover says.
Researchers also are looking at whether there is a mathematical formula or theoretical underpinning of complex systems, trying to discover whether there are universal laws that govern complex systems and if there is something underlying all systems that
Another project is trying to figure out how to validate a complex system model. “If you’re developing a physics-based model, then there is the opportunity to conduct experimental tests to validate the model. Often when modeling complex systems involving national security, it is difficult, if not impossible, to obtain data to validate the model. For example, we don’t have data for validating a complex system model of a terrorist event like a dirty bomb exploding in New York City. We are currently conducting research in how to validate complex systems models such as these,” Hoover says.
The challenge is also active in the cyber mission area — looking for ways to create a resilient IT infrastructure, so networks always work, or if something bad happens, the network can recover.
And it has begun working with the satellite missions and communities around the idea of
Over time, Hoover says future projects could come from nearly any area of Sandia’s mission.