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An advanced plasma current tomography method based on Bayesian inference and neural networks for real-time application 期刊论文
PLASMA PHYSICS AND CONTROLLED FUSION, 2022, 卷号: 64
作者:  Liu, Zijie;  Luo, Zhengping;  Wang, Tianbo;  Huang, Yao;  Wang, Yuehang;  Yu, Qingze;  Rui, Wangyi;  Yuan, Qiping;  Xiao, Bingjia;  Li, Jiangang
收藏  |  浏览/下载：38/0  |  提交时间：2022/12/23
plasma current tomography  Bayesian inference  neural network  
Plasma profile tomography for EAST based on integrated data analysis 期刊论文
PLASMA PHYSICS AND CONTROLLED FUSION, 2022, 卷号: 64
作者:  Liu, Zijie;  Luo, Zhengping;  Wang, Tianbo;  Huang, Yao;  Wang, Yuehang;  Yu, Qingze;  Rui, Wangyi;  Yuan, Qiping;  Xiao, Bingjia;  Li, Jiangang
收藏  |  浏览/下载：52/0  |  提交时间：2022/12/23
tomography  integrated data analysis  Bayesian inference  plasma  
Implementation of a Kalman filter-based eddy current estimator for the P-EFIT magnetic equilibrium reconstruction code 期刊论文
NUCLEAR FUSION, 2022, 卷号: 62
作者:  Huang, Yao;  Mele, Adriano;  Luo, Zhengping;  Mattei, Massimiliano;  Pironti, Alfredo;  Xiao, Bingjia;  Yuan, Qiping
收藏  |  浏览/下载：38/0  |  提交时间：2022/12/23
eddy currents  equilibrium reconstruction  magnetic equilibrium  ITER  P-EFIT  CREATE-NL  Kalman filter  
GPU-optimized fast plasma equilibrium reconstruction in fine grids for real-time control and data analysis 期刊论文
NUCLEAR FUSION, 2020, 卷号: 60
作者:  Huang, Y.;  Luo, Z. P.;  Xiao, B. J.;  Lao, L. L.;  Mele, A.;  Pironti, A.;  Mattei, M.;  Ambrosino, G.;  Yuan, Q. P.;  Wang, Y. H.;  Bao, N. N.
收藏  |  浏览/下载：37/0  |  提交时间：2020/10/26
equilibrium reconstruction  plasma control  EAST  ITER  DIII-D  GPU parallel computation  
Tests of the real-time vertical growth rate calculation on EAST* 期刊论文
CHINESE PHYSICS B, 2020, 卷号: 29
作者:  Bao, Na-Na;  Huang, Yao;  Barr, Jayson;  Luo, Zheng-Ping;  Wang, Yue-Hang;  Chen, Shu-Liang;  Xiao, Bing-Jia;  Humphreys, David
收藏  |  浏览/下载：52/0  |  提交时间：2020/11/26
EAST  vertical growth rate  rigid plasma response model  
A Real-Time Disruption Prediction Tool for VDE on EAST 期刊论文
IEEE TRANSACTIONS ON PLASMA SCIENCE, 2020, 卷号: 48
作者:  Bao, N. N.;  Huang, Y.;  Xiao, B. J.;  Yuan, Q. P.;  Zhuang, H. D.;  Luo, Z. P.;  Wang, Y. H.;  Zhang, R. R.
收藏  |  浏览/下载：62/0  |  提交时间：2020/11/26
Real-time systems  Tokamak devices  Mathematical model  Tools  Graphics processing units  Force  Alarm  disruption prediction tool  experimental advanced superconducting tokamak (EAST) plasma control system (PCS)  real-time vertical growth rate  
Identification of Plasma Current Center by Neural Network Inference in EAST 期刊论文
IEEE TRANSACTIONS ON PLASMA SCIENCE, 2020, 卷号: 48
作者:  Zhu, Zijian;  Li, Jiangang;  Xiao, Bingjia;  Xu, Xueqiao;  Yang, Fei;  Guo, Yong
收藏  |  浏览/下载：50/0  |  提交时间：2020/11/26
Neural networks  plasma measurements  real-time plasma shape reconstruction  
Estimation of plasma equilibrium parameters via a neural network approach 期刊论文
CHINESE PHYSICS B, 2019, 卷号: 28
作者:  Zhu, Zi-Jian;  Guo, Yong;  Yang, Fei;  Xiao, Bing-Jia;  Li, Jian-Gang
收藏  |  浏览/下载：59/0  |  提交时间：2020/11/26
neural network  fusion  plasma equilibrium  noise immunity