2 papers
eess.SY2020
The impact of analytical outage modeling on expansion planning problems in the area of power systems
S. Tsianikas, N. Yousefi, J. Zhou +1
Expansion planning problems refer to the monetary and unit investment needed for energy production or storage. An inherent element in these problems is the element of stochasticity…
cs.LG2020
A storage expansion planning framework using reinforcement learning and simulation-based optimization
S. Tsianikas, N. Yousefi, J. Zhou +2
In the wake of the highly electrified future ahead of us, the role of energy storage is crucial wherever distributed generation is abundant, such as in microgrid settings. Given th…