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多模态复杂工业过程故障检测方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  李帅
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故障检测  多模态工业过程  层次模态划分  多变量特性评价  动态非高斯混合序列建模  
Differential evolution algorithm with dynamic multi-population applied to flexible job shop schedule 期刊论文
Engineering Optimization, 2021, 页码: 1-22
Authors:  Cao Y(曹阳);  Shi HB(史海波);  Chang DL(常大亮)
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Flexible job shop scheduling problem  differential evolution algorithm  multi-objective optimization  multiple subpopulations  strategy adaptation  
Bayesian-based water leakage detection with a novel multisensor fusion method in a deep manned submersible 期刊论文
APPLIED OCEAN RESEARCH, 2021, 卷号: 106, 页码: 1-11
Authors:  Pan YJ(潘怡君);  Zheng ZY(郑泽宇);  Fu DZ(付殿峥)
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Information fusion  Bayesian  Sparse representation  Deep manned submersible  Water leakage detection  
Dynamic Non-Gaussian hybrid serial modeling for industrial process monitoring 期刊论文
Chemometrics and Intelligent Laboratory Systems, 2021, 卷号: 216, 页码: 1-15
Authors:  Li S(李帅);  Zhou XF(周晓锋);  Shi HB(史海波);  Pan FC(潘福成)
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Bayesian inference  Dynamic non-Gaussian hybrid serial modeling  Hybrid serial similarity factor  Multivariate non-Gaussianity evaluation  Process monitoring  
Unsupervised Fault Detection With a Decision Fusion Method Based on Bayesian in the Pumping Unit 期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 19, 页码: 21829-21838
Authors:  Pan YJ(潘怡君);  An RQ(安汝峤);  Fu DZ(付殿峥);  Zheng ZY(郑泽宇);  Yang ZH(杨子豪)
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Bayesian  decision fusion  fault detection  pumping unit  unsupervised  
TCMNER and PubMed: A Novel Chinese Character-Level-Based Model and a Dataset for TCM Named Entity Recognition 期刊论文
JOURNAL OF HEALTHCARE ENGINEERING, 2021, 卷号: 2021, 页码: 1-10
Authors:  Liu Z(刘智);  Luo, Changyong;  Zheng ZY(郑泽宇);  Li, Yan;  Fu DZ(付殿峥);  Yu, Xinzhu;  Zhao, Jiawei
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A Domain-Guided Noise-Optimization-Based Inversion Method for Facial Image Manipulation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 6198-6211
Authors:  Yang N(杨楠);  Zheng ZY(郑泽宇);  Zhou MC(周孟初);  Guo XW(郭希旺);  Qi L(亓亮);  Wang TR(王天然)
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Semantics  Optimization  Image reconstruction  Generative adversarial networks  Generators  Aerospace electronics  Training  Deep learning  generative adversarial networks  domain-guided encoder  noise optimization  
Inversion Based on a Detached Dual-channel Domain Method for StyleGAN2 Embedding 期刊论文
IEEE Signal Processing Letters, 2021, 卷号: 28, 页码: 553-557
Authors:  Yang N(杨楠);  Zhou MC(周孟初);  Xia BJ(夏冰洁);  Guo XW(郭希旺);  Qi L(亓亮)
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Deep Learning  Generative Adversarial Networks  Image Reconstruction  Latent Code Optimization  
Learning to Optimize: Reference Vector Reinforcement Learning Adaption to Constrained Many-Objective Optimization of Industrial Copper Burdening System 期刊论文
IEEE Transactions on Cybernetics, 2021, 页码: 1-14
Authors:  Ma LB(马连博);  Li, Nan;  Guo, Yinan;  Wang XW(王兴伟);  Yang, Shengxiang;  Huang M(黄敏);  Zhang H(张浩)
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Copper burdening optimization  many-objective optimization  reference vector reinforcement learning (RVRL)  
A method for degradation prediction based on Hidden Semi-Markov models with mixture of Kernels 期刊论文
Computers in Industry, 2020, 卷号: 122, 页码: 1-13
Authors:  Yang TJ(杨天吉);  Zheng ZY(郑泽宇);  Qi L(亓亮)
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Prognostics and health management  Remaining useful lifetime  Hidden semi-Markov models  Kernel method approximationa