Electric battery
lastmod 2021-11-09created 2019-06-276 edits
A battery (電池) is a device ((機器/器機) consisting of one or more cells that converts chemical energy into electricity, stores it, and produces direct-current power to supply electrical devices such as flashlights, smartphones, and electric cars. When metal ions dissolve in an electrolyte, a potential difference arises depending on the properties of the metal, causing current to flow. Therefore, two electrode plates are made and connected with wires to draw current. It was first made by Volta. Because it outputs a stable voltage over a long period, it is distinguished from a capacitor, which discharges instantaneously.
Projects
- TLP - Optimize Linux Laptop Battery Life
Documentation
- Advanced Machine Learning Approach for Lithium-Ion Battery State Estimation in Electric Vehicles
- (An advanced machine learning approach for lithium-ion battery state estimation in electric vehicles)
- https://ieeexplore.ieee.org/document/7365487
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J_2016_AdvancedMachineLearningApproachforLithium-IonBatteryStateEstimationinElectricVehicles.pdf
- Machine-learning techniques used to accurately predict battery life
- (Machine learning techniques used to accurately predict battery life)
- https://www.nature.com/articles/d41586-019-01138-1
- A Data-Driven Predictive Prognostic Model for Lithium-Ion Batteries based on a Deep Learning Algorithm
- (A data-driven predictive prediction model for lithium-ion batteries based on a deep learning algorithm)
- https://www.mdpi.com/1996-1073/12/4/660
-
Energies-12-00660.pdf
- Building battery deterioration prediction model using real field data
- (Development of a lead-acid battery deterioration prediction model using machine learning techniques)
- http://koreascience.or.kr/article/JAKO201820540191744.page
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Building_battery_deterioration_prediction_model_using_real_field_data.pdf