no code implementations • 15 Apr 2024 • Shahin Mirshekari, Mohammadreza Moradi, Hossein Jafari, Mehdi Jafari, Mohammad Ensaf
This research employs Gaussian Process Regression (GPR) with an ensemble kernel, integrating Exponential Squared, Revised Mat\'ern, and Rational Quadratic kernels to analyze pharmaceutical sales data.
no code implementations • 7 Jan 2022 • Dongwei Zhao, Mehdi Jafari, Audun Botterud, Apurba Sakti
Each investor decides the storage investment over a long investment horizon, and operates the storage for arbitrage revenues in the daily electricity market.
no code implementations • 7 Jul 2021 • Mehdi Jafari, Apurba Sakti, Audun Botterud
This paper presents a novel algorithm to optimize energy capacity restoration of vanadium redox flow batteries (VRFBs).
no code implementations • 20 Sep 2020 • Jiachen Mao, Mehdi Jafari, Audun Botterud
This paper introduces a mathematical formulation of energy storage systems into a generation capacity expansion framework to evaluate the role of energy storage in the decarbonization of distributed power systems.