Search Results for author: Mehdi Jafari

Found 4 papers, 0 papers with code

Enhancing Predictive Accuracy in Pharmaceutical Sales Through An Ensemble Kernel Gaussian Process Regression Approach

no code implementations15 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.

Bayesian Optimization GPR

Strategic Storage Investment in Electricity Markets

no code implementations7 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.

Optimization of Electrolyte Rebalancing in Vanadium Redox Flow Batteries

no code implementations7 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).

Planning low-carbon distributed power systems: Evaluating the role of energy storage

no code implementations20 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.

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