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工控系统态势理解算法研究 学位论文
专业学位硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  敖建松
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工业控制系统  态势感知  去噪自编码器  MSET  聚类算法  
Biomimetic construction of peritoneum to imitate peritoneal metastasis using digital micromirror device-based optical projection lithography 期刊论文
LAB ON A CHIP, 2020, 卷号: 20, 期号: 17, 页码: 3109-3119
Authors:  Ge ZX(葛治星);  Zhao JH(赵俊华);  Yu HB(于海波);  Yang WG(杨文广);  Zhou PL(周培林);  Wang ZN(王振宁);  Liu LQ(刘连庆)
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Capsules TCN Network for Urban Computing and Intelligence in Urban Traffic Prediction 期刊论文
Wireless Communications and Mobile Computing, 2020, 卷号: 2020, 页码: 1-15
Authors:  Li, Dazhou;  Lin, Chuan;  Gao, Wei;  Chen, Zeying;  Wang, Zeshen;  Liu GQ(刘广琦)
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Rapid Prediction of Respiratory Motion Based on Bidirectional Gated Recurrent Unit Network 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 49424-49435
Authors:  Yu SM(郁树梅);  Wang, Jiateng;  Liu JG(刘金国);  Sun RC(孙荣川);  Kuang, Shaolong;  Sun LN(孙立宁)
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Radiosurgery  respiratory motion predicting  Bi-GRU  LSTM  
A reliability assessment approach for electric power systems considering wind power uncertainty 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 12467-12478
Authors:  Yang, Xiyun;  Yang, Yuwei;  Liu, YQ(刘玉琦);  Deng, Ziqi
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Bayesian estimation  interval prediction  reliability index  sequential Monte Carlo method  
Temperature prediction of heating furnace based on deep transfer learning 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 1-27
Authors:  Zhai NJ(翟乃举);  Zhou XF(周晓锋)
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deep learning  temporal convolution network  transfer learning  generative adversarial networks  furnace temperature prediction  multiple heating zones  
Multivariate time series forecast in industrial process based on XGBoost and GRU 会议论文
2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference, Chongqing, China, December 11-13, 2020
Authors:  Zhai NJ(翟乃举);  Yao, Peifu;  Zhou XF(周晓锋)
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time series  multivariate  Xgboost model  GRU model  temperature of the heating furnace  
数据驱动的变频器健康状态评估与预测 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  闫会玉
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异常识别  设备健康管理  数据驱动  健康评估  健康预测  
A combined prediction method of industrial internet security situation based on time series 会议论文
ICCNS 2019 - 2019 9th International Conference on Communication and Network Security, Chongqing, China, November 15-17, 2019
Authors:  Qi YY(齐盈盈);  Shang WL(尚文利);  He, Xiaojun
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Industrial Internet  Network security situation awareness  Time series  Combination forecast  
Current status and prospects of marine renewable energy applied in ocean robots 期刊论文
International Journal of Energy Research, 2019, 卷号: 43, 期号: 6, 页码: 2016-2031
Authors:  Tian BQ(田宝强);  Yu JC(俞建成)
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endurance  marine renewable energy  ocean robots  power supply  review