Here, SoC solutions have all the processing power needed and can incorporate a wide variety of machine learning algorithms. All necessary sensor and communications interfaces are built-in, and SoCs ...

When machine learning algorithms are fed a steady stream of real-time data, they can quickly detect bottlenecks, anomalies and other operational inefficiencies.

Nga Nguyen, in UW’s Department of Electrical Engineering and Computer Science, recently received a $503,459 DOE grant for her project titled “Optimal Operation of Large-Scale Energy Storage Systems to ...