main webpage
W Topic
Electric Battery
Sensors • Vol 22 • No 20
State of Health Estimation Based on the Long Short-Term Memory Network Using Incremental Capacity and Transfer Learning
2022
Battery state of health (SOH) estimating is essential for the safety and preservation of electric vehicles. The degradation mechanism of batteries under different aging conditions has attracted considerable attention in SOH prediction. In this article, the di…
Article

Electric Battery

Power source with electrochemical cells

A battery is a source of electric power consisting of one or more electrochemical cells with external connections for powering electrical devices. When a battery is supplying power, its positive terminal is the cathode and its negative terminal is the anode. The terminal marked negative is the source of electrons that will flow through an external electric circuit to the positive terminal. When a battery is connected to an external electric load, a redox reaction converts high-energy reactants to lower-energy products, and the free-energy difference is delivered to the external circuit as electrical energy.

Exploring foci of:
Sensors • Vol 22 • No 20
State of Health Estimation Based on the Long Short-Term Memory Network Using Incremental Capacity and Transfer Learning
2022
Battery state of health (SOH) estimating is essential for the safety and preservation of electric vehicles. The degradation mechanism of batteries under different aging conditions has attracted considerable attention in SOH prediction. In this article, the discharge voltage curve early in the cycle is considered to be strongly characteristic during cell aging. Therefore, the battery aging state can be quantitatively characterized by an incremental capacity analysis (ICA) of the voltage distribution. Due to the int…
Click Electric Battery Vs:
Computer Science
Voltage
Artificial Intelligence
Algorithm
Engineering
Electrical Engineering
Physics
Quantum Mechanics