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Sunday, October 10, 2021

AI to Keep the Lights on?

 This deserves a deeper dive, especially if you are into complex modeling of the operation of systems.  The contest is over, but by examining the overview of the statement of the problem, I was impressed.  I am continuing to review.   Was particularly interested if they could model and minimize  or potentially re design Power Grids for events like solar CMEs. An ultimate grid security issue. Could this be a starting point? Anyone know?  We worked with Los Alamos and they were impressive. 

Los Alamos scientists take top prizes in national competition to help improve electrical grid

Artificial intelligence-driven algorithms could help keep the lights on

Los Alamos, N.M., Oct. 4, 2021—Two scientists at Los Alamos National Laboratory took top prizes in a national competition for developing algorithms to help improve the resiliency and efficiency of the electrical grid. The algorithm developed by Hassan Hijazi of the Applied Mathematics and Plasma Physics Group took first place in all four divisions, while the one developed by Carleton Coffrin of the Laboratory’s Information Systems and Modeling Group placed second in two of the four divisions. Their work outperformed 14 other entries in the competition:   https://gocompetition.energy.gov/   funded by Advanced Research Projects Agency–Energy (ARPA-E), a United States government agency that promotes and funds research and development of advanced energy technologies.

“Grid security is a national security issue, which is why this is important work for Los Alamos,” said Nancy Jo Nicholas, associate Laboratory director for Global Security at Los Alamos. “Every five minutes, optimization problems arise in the U.S. electrical grid that require a mathematical solution. Hassan’s and Carleton’s achievement will help advance national efforts to create a more reliable, resilient, and secure electrical grid.”  ... 

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