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Model-Free Self-Supervised Learning for Dispatching Distributed Energy Resources Journal article
Ge Chen, Junjie Qin, Hongcai Zhang. Model-Free Self-Supervised Learning for Dispatching Distributed Energy Resources[J]. IEEE Transactions on Smart Grid, 2024.
Authors:  Ge Chen;  Junjie Qin;  Hongcai Zhang
Favorite | TC[Scopus]:0  IF:8.6/9.6 | Submit date：2024/10/17
Distributed Energy Resources  Model-free  Self-supervised Learning  Distribution Networks  Power Dispatch  
Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function Journal article
Mei, Ling Feng, Yan, Wang Ji, Yuen, Ka Veng, Beer, Michael. Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function[J]. Mechanical Systems and Signal Processing, 2024, 222.
Authors:  Mei, Ling Feng;  Yan, Wang Ji;  Yuen, Ka Veng;  Beer, Michael
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.9/8.0 | Submit date：2024/08/30
Bayesian Nonparametric Model  Damage Detection  Streaming Variational Inference  Truncation-free Full Dirichlet Process Gaussian Mixture Model  
District Cooling System Control for Providing Operating Reserve Based on Safe Deep Reinforcement Learning Journal article
Peipei Yu, Hongcai Zhang, Yonghua Song, Hongxun Hui, Ge Chen. District Cooling System Control for Providing Operating Reserve Based on Safe Deep Reinforcement Learning[J]. IEEE Transactions on Power Systems, 2024, 39(1), 40 - 52.
Authors:  Peipei Yu;  Hongcai Zhang;  Yonghua Song;  Hongxun Hui;  Ge Chen
Favorite | TC[WOS]:13 TC[Scopus]:17  IF:6.5/7.4 | Submit date：2023/07/12
District Cooling System  Operating Reserve  Model-free Control  Safe Deep Reinforcement Learning  
A Model-free Combined Energy and Thermal Management Strategy for HEVs Based on Reinforcement-Learning Under Low-Temperature Journal article
Li, Kai, Chen, Hong, Wu, Yuhu, Zhao, Jing, Ding, Shihong, Gao, Jinwu. A Model-free Combined Energy and Thermal Management Strategy for HEVs Based on Reinforcement-Learning Under Low-Temperature[J]. IEEE Transactions on Intelligent Vehicles, 2024.
Authors:  Li, Kai;  Chen, Hong;  Wu, Yuhu;  Zhao, Jing;  Ding, Shihong; et al.
Favorite | TC[Scopus]:0  IF:14.0/11.2 | Submit date：2024/07/04
Batteries  Combined Energy And Thermal Management (C-etm)  Couplings  Deep Reinforcement Learning  Energy Management  Heat Engines  Hybrid Electric Vehicles (Hevs)  Low Temperature Environment  Model-free  Optimization  Thermal Management  Waste Heat  
Patient-Derived Tumor Organoids Can Predict the Progression-Free Survival of Patients with Stage IV Colorectal Cancer after Surgery Journal article
Wang, Ting, Tang, Yuting, Pan, Wenjun, Yan, Botao, Hao, Yifan, Zeng, Yunli, Chen, Zexin, Lan, Jianqiang, Zhao, Shuhan, Deng, Chuxia, Zheng, Hang, Yan, Jun. Patient-Derived Tumor Organoids Can Predict the Progression-Free Survival of Patients with Stage IV Colorectal Cancer after Surgery[J]. Diseases of the Colon and Rectum, 2023, 66(5), 733-743.
Authors:  Wang, Ting;  Tang, Yuting;  Pan, Wenjun;  Yan, Botao;  Hao, Yifan; et al.
Favorite | TC[WOS]:10 TC[Scopus]:10  IF:3.2/4.0 | Submit date：2023/06/05
Drug Tests  Patient-derived Tumor Organoid  Predictive Model  Prognostic Value  Progression-free Survival  Stage Iv Colorectal Cancer  
Parameter-Free Robust Ensemble Framework of Fuzzy Clustering Journal article
Shi,Zhaoyin, Chen,Long, Ding,Weiping, Zhang,Chuanbin, Wang,Yingxu. Parameter-Free Robust Ensemble Framework of Fuzzy Clustering[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(12), 4205-4219.
Authors:  Shi,Zhaoyin;  Chen,Long;  Ding,Weiping;  Zhang,Chuanbin;  Wang,Yingxu
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:10.7/9.7 | Submit date：2023/08/03
Clustering Algorithms  Clustering Ensemble  Computational Efficiency  Costs  Fluctuations  Fuzzy Clustering  Latent Information  Matrix Decomposition  Optimization  Parameter-free Model  Spectral Feature  Tensors  
Reinforcement learning based model-free optimized trajectory tracking strategy design for an AUV Journal article
Kairong Duan, Simon Fong, C.L. Philip Chen. Reinforcement learning based model-free optimized trajectory tracking strategy design for an AUV[J]. NEUROCOMPUTING, 2022, 469, 289-297.
Authors:  Kairong Duan;  Simon Fong;  C.L. Philip Chen
Favorite | TC[WOS]:35 TC[Scopus]:38  IF:5.5/5.5 | Submit date：2022/02/21
Auv  Hji Equation  Rl Algorithm  Robust Control  Model-free  
An Inverse-Free and Scalable Sparse Bayesian Extreme Learning Machine for Classification Problems Journal article
Luo, Jiahua, Vong, Chi Man, Liu, Zhenbao, Chen, Chuangquan. An Inverse-Free and Scalable Sparse Bayesian Extreme Learning Machine for Classification Problems[J]. IEEE Access, 2021, 9, 87543-87551.
Authors:  Luo, Jiahua;  Vong, Chi Man;  Liu, Zhenbao;  Chen, Chuangquan
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:3.4/3.7 | Submit date：2022/05/13
Inverse-free  Large Classification  Quasi-newton Method  Sparse Bayesian Extreme Learning Machine  Sparse Model  
An Inverse-Free and Scalable Sparse Bayesian Extreme Learning Machine for Classification Problems Journal article
Luo, J.H., Vong, C. M., Liu, Z.B., Chen, C.Q.. An Inverse-Free and Scalable Sparse Bayesian Extreme Learning Machine for Classification Problems[J]. IEEE Acess (SCI-E), 2021, 1-9.
Authors:  Luo, J.H.;  Vong, C. M.;  Liu, Z.B.;  Chen, C.Q.
Favorite |   IF:3.4/3.7 | Submit date：2022/08/09
Inverse-free  quasi-Newton method  sparse Bayesian extreme learning machine  large classification  sparse model  
Two-phase SPH simulations of erosional dam-break floods using Graphics Processing Units Conference paper
Shi, H.. Two-phase SPH simulations of erosional dam-break floods using Graphics Processing Units[C], 2020.
Authors:  ; et al.
Favorite |  | Submit date：2022/07/23
Two-phase SPH model  GPU computing  Erosion dam-break floods  Intense sediment transport  Free surface flows