Lithium-ion (Li-ion) batteries have become a crucial factor in the recent electro-mobility trend. People's increased interest in electric vehicles (EVs) has motivated several automotive manufacturers and research organizations to develop suitable drivetrain designs involving batteries. Especially the development of the 48V Li-ion battery has been of great importance to reduce CO2 emissions and meet emission standards. However, accurately modeling Li-ion batteries is a difficult task since multiple factors have to be considered. Conservative Methods are using pyhsico-chemical models or electrical circuits in order to mimic the battery behavior. This thesis deals with developing a Li-ion battery model using artificial neural network (ANN) alg...
As one of the critical state parameters of the battery management system, the state of charge (SOC) ...
Technology development for batteries has been one of the major challenges to tackle in the progress ...
All-electric ships (AES) are considered an effective solution for reducing greenhouse gas emissions ...
Lithium-ion (Li-ion) batteries have become a crucial factor in the recent electro-mobility trend. Pe...
Accurate State of Charge (SOC) estimation is very important for safe and reliable use of lithium-ion...
The lithium-ion battery is a significant component in systems where electrification has been applied...
Accurate State of Charge (SOC) estimation is very important for safe and reliable use of lithium-ion...
The precise estimation of the state of charge (SOC) is fundamental to the reliable operation of lith...
© 1972-2012 IEEE. The state of charge (SOC) is a crucial parameter of a battery management system fo...
This paper presents a practical usability investigation of recurrent neural networks (RNNs) to deter...
Lithium-ion batteries are currently the most widely used form of energy storage in electric vehicles...
In this paper, we propose an effective and online technique for modeling of Li-ion battery and estim...
Battery technology is the bottleneck of the Electric Vehicle. The SOC is one of the crucial paramete...
Lithium-ion (Li-Ion) batteries are rechargeable batteries which can maximize battery lifespan thanks...
The development of electric vehicles has bought a great revolution in the field of battery managemen...
As one of the critical state parameters of the battery management system, the state of charge (SOC) ...
Technology development for batteries has been one of the major challenges to tackle in the progress ...
All-electric ships (AES) are considered an effective solution for reducing greenhouse gas emissions ...
Lithium-ion (Li-ion) batteries have become a crucial factor in the recent electro-mobility trend. Pe...
Accurate State of Charge (SOC) estimation is very important for safe and reliable use of lithium-ion...
The lithium-ion battery is a significant component in systems where electrification has been applied...
Accurate State of Charge (SOC) estimation is very important for safe and reliable use of lithium-ion...
The precise estimation of the state of charge (SOC) is fundamental to the reliable operation of lith...
© 1972-2012 IEEE. The state of charge (SOC) is a crucial parameter of a battery management system fo...
This paper presents a practical usability investigation of recurrent neural networks (RNNs) to deter...
Lithium-ion batteries are currently the most widely used form of energy storage in electric vehicles...
In this paper, we propose an effective and online technique for modeling of Li-ion battery and estim...
Battery technology is the bottleneck of the Electric Vehicle. The SOC is one of the crucial paramete...
Lithium-ion (Li-Ion) batteries are rechargeable batteries which can maximize battery lifespan thanks...
The development of electric vehicles has bought a great revolution in the field of battery managemen...
As one of the critical state parameters of the battery management system, the state of charge (SOC) ...
Technology development for batteries has been one of the major challenges to tackle in the progress ...
All-electric ships (AES) are considered an effective solution for reducing greenhouse gas emissions ...