1 citations · 1 across the 9 of their papers we have counts for
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Improving Low-Fidelity Models of Li-ion Batteries via Hybrid Sparse Identification of Nonlinear Dynamics
Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi +2
Accurate modeling of lithium ion (li-ion) batteries is essential for enhancing the safety, and efficiency of electric vehicles and renewable energy systems. This paper presents a d…
Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Bayesian Optimization
Jianzong Pi, Samuel Filgueira da Silva, Mehmet Fatih Ozkan +2
Efficient parameter identification of electrochemical models is crucial for accurate monitoring and control of lithium-ion cells. This process becomes challenging when applied to c…
Data-Driven Personalized Energy Consumption Range Estimation for Plug-in Hybrid Electric Vehicles in Urban Traffic
Mehmet Fatih Ozkan, James Farrell, Marcello Telloni +5
In urban traffic environments, driver behaviors exhibit considerable diversity in vehicle operation, encompassing a range of acceleration and braking maneuvers as well as adherence…