The Estimation Life Cycle of Lithium-Ion Battery Based on Deep Learning Network and Genetic Algorithm

This study uses deep learning to model the discharge characteristic curve of the lithium-ion battery. The battery measurement instrument was used to charge and discharge the battery to establish the discharge characteristic curve. The parameter method tries to find the discharge characteristic curve...

Повний опис

Збережено в:

Бібліографічні деталі
Автори:	Shih-Wei Tan, Sheng-Wei Huang, Yi-Zeng Hsieh, Shih-Syun Lin
Формат:	Artigo
Мова:	Inglês
Опубліковано:	MDPI AG 2021-07-01
Серія:	Energies
Предмети:	deep learning MLP (multilayer perceptron) RNN (recurrent neural network) LSTM (long short-term memory) GRU (gated recurrent unit) genetic algorithm (GA)
Онлайн доступ:	https://www.mdpi.com/1996-1073/14/15/4423
Теги:	Додати тег Немає тегів, Будьте першим, хто поставить тег для цього запису!

The Estimation Life Cycle of Lithium-Ion Battery Based on Deep Learning Network and Genetic Algorithm

Схожі ресурси