Grid Storage Choices Turn on Efficiency, Cost, and Geography
Stanford instructors Matthew Kanan and Yi Cui argue that meeting rising electricity demand alongside variable renewable generation requires choosing among storage systems with distinct physical and infrastructure constraints. Kanan says the relevant trade-offs are efficiency, cost and geography: pumped hydro depends on reservoirs and elevation, while underground hydrogen storage converts electricity into fuel that requires a salt cavern and equipment to return it to the grid. Cui adds that AI data-center growth strengthens the case for storage, while AI-based materials prediction could accelerate battery development.
Stanford Online·Sep 2, 2026·3 min read