AIBRIEF
The Oak Ridge–Southern California Edison platform scans power grid waveforms for abnormalities that can spark wildfires and blackouts. Market Disruptor is a Special Recognition category, not a conventional finalist slot.
AWARE, a grid-disturbance detection platform built by Oak Ridge National Laboratory with Southern California Edison, took a 2026 R&D 100 Market Disruptor bronze. The long-running U.S. innovation-award program, often called the "Oscars of Invention," lists Market Disruptor as a Special Recognition category, not a conventional finalist slot. (R&D World)
The tool, formally the Multi-Event Grid Intelligence Platform for Wildfire Prevention and Resilience, uses AI to scan power-grid waveforms for abnormalities that can precede wildfires, equipment damage, and blackouts. It classifies the event, timestamps it, and reports severity so operators can isolate and contain the fault before it spreads. (ORNL)
ORNL validated the system against five years of field-collected utility data from SCE, the country's second-largest electric utility and a frequent operator in California wildfire-ignition territory. (Newswise)
Market Disruptor winners are announced directly, with no finalist stage. The 2026 R&D 100 gala is set for November 19 at the Grand Hyatt Scottsdale Resort in Arizona. (Mirage News)
No independent third-party validation of detection accuracy has been published, and any claim beyond the award and the ORNL-SCE partnership testing would be premature.