Browsing by Author "Çelik, Mert"
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Electric vehicle model parameter estimation with combined least squares and gradient descent method
Gözüküçük, Mehmet Ali; Uğurdağ, Hasan Fatih; Dedeköy, Mert; Çelik, Mert; Akdoğan, Taylan (IEEE, 2019)Energy management algorithms have a crucial role in electric vehicles due to their limited driving range. For an energy management algorithm to be effective, we should model the vehicle as accurately as possible. That is, ... -
SOC estimation for li-Ion batteries using extended kalman filter with PID controlled process noise according to the voltage error
Çelik, Mert; Gözüküçük, Mehmet Ali; Akdoğan, Taylan; Uğurdağ, Hasan Fatih (IEEE, 2019)State of Charge (SOC) estimation is critical for battery powered devices in order to find out the remaining charge level. This process is relatively straightforward when the battery is in the resting state. However, it can ... -
State of charge estimation for lithium-based batteries
Çelik, Mert (2020-01)This thesis proposes a new State of Charge (SOC) estimation method for lithiumbased batteries, which o ers a good trade-o between convergence and computation times. Lithium-based battery packages are quite common in the ...
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