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An adaptive data-driven approach for two-timescale dynamics prediction and remaining useful life estimation of Li-ion batteries 期刊论文
发表期刊: COMPUTERS & CHEMICAL ENGINEERING. 出版年: 2023, 卷号: 175
作者:  Bhadriraju, Bhavana;  Kwon, Joseph Sang-Il;  Khan, Faisal
收藏  |  浏览/下载:16/0  |  提交时间:2024/09/29
Remaining useful life  Li-ion battery  Sparse regression  Deep learning  Real-time prediction  Adaptive modeling  
Operable adaptive sparse identification of systems: Application to chemical processes 期刊论文
发表期刊: AICHE JOURNAL. 出版年: 2020, 卷号: 66, 期号: 11
作者:  Bhadriraju, Bhavana;  Bangi, Mohammed Saad Faizan;  Narasingam, Abhinav;  Kwon, Joseph Sang-Il
收藏  |  浏览/下载:22/0  |  提交时间:2021/01/07
data-driven system identification  deep neural networks  model predictive control  online model identification  sparse regression