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Multi-Objective Optimization for an Industrial Grinding and Classification Process Based on PBM and RSM 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2124-2135
作者:  Xiaoli Wang;  Luming Liu;  Lian Duan;  Qian Liao
Adobe PDF(5258Kb)  |  收藏  |  浏览/下载：97/37  |  提交时间：2023/09/22
Decision-making technique  grinding process  multi-objective optimization  response surface method (RSM)  
Multi-Feature Fusion-Based Instantaneous Energy Consumption Estimation for Electric Buses 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 2035-2037
作者:  Mingqiang Lin;  Shouxin Chen;  Wei Wang;  Ji Wu
Adobe PDF(363Kb)  |  收藏  |  浏览/下载：157/59  |  提交时间：2023/09/07
Estimating the State of Health for Lithium-ion Batteries: A Particle Swarm Optimization-Assisted Deep Domain Adaptation Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1530-1543
作者:  Guijun Ma;  Zidong Wang;  Weibo Liu;  Jingzhong Fang;  Yong Zhang;  Han Ding;  Ye Yuan
Adobe PDF(4250Kb)  |  收藏  |  浏览/下载：170/70  |  提交时间：2023/06/14
Deep transfer learning  domain adaptation  hyperparameter selection  lithium-ion batteries (LIBs)  particle swarm optimization  state of health estimation (SOH)  
A Distributed Self-Consistent Control Method for Electric Vehicles to Coordinate Low-Carbon Transportation and Energy 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 554-556
作者:  Bowen Zhou;  Chao Xi;  Dongsheng Yang;  Qiuye Sun;  Huaguang Zhang
Adobe PDF(385Kb)  |  收藏  |  浏览/下载：239/95  |  提交时间：2023/01/16
A Novel Stackelberg-Game-Based Energy Storage Sharing Scheme Under Demand Charge 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 462-473
作者:  Bingyun Li;  Qinmin Yang;  Innocent Kamwa
Adobe PDF(1751Kb)  |  收藏  |  浏览/下载：233/84  |  提交时间：2023/01/16
Bi-level optimization  demand charge  energy storage system (ESS) sharing  energy transaction  mathematical program with equilibrium constraints (MPEC)  stackelberg game  
Knowledge-Guided Data-Driven Model With Transfer Concept for Battery Calendar Ageing Trajectory Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 272-274
作者:  Kailong Liu;  Qiao Peng;  Remus Teodorescu;  Aoife M. Foley
Adobe PDF(3468Kb)  |  收藏  |  浏览/下载：172/56  |  提交时间：2023/01/03
A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
作者:  Qing Xu;  Min Wu;  Edwin Khoo;  Zhenghua Chen;  Xiaoli Li
Adobe PDF(6437Kb)  |  收藏  |  浏览/下载：238/74  |  提交时间：2023/01/03
Deep learning  early prediction  lithium-ion battery  remaining useful life (RUL)  
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
作者:  Uichin Lee;  Gyuwon Jung;  Eun-Yeol Ma;  Jin San Kim;  Heepyung Kim;  Jumabek Alikhanov;  Youngtae Noh;  Heeyoung Kim
Adobe PDF(2887Kb)  |  收藏  |  浏览/下载：546/357  |  提交时间：2023/01/03
Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement