An Accurate and Interpretable Lifetime Prediction Method for Batteries using Extreme Gradient Boosting Tree and TreeExplainer

Autor: Fu Jiang, Youzhi He, Dianzhu Gao, Yun Zhou, Weirong Liu, Lisen Yan, Jun Peng
Rok vydání: 2021
Zdroj: 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys).
DOI: 10.1109/hpcc-dss-smartcity-dependsys53884.2021.00164
Databáze: OpenAIRE