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兰州理工大学 [58]

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	A remaining useful life prediction method based on time–frequency images of the mechanical vibration signals 期刊论文 Measurement: Journal of the International Measurement Confederation, 2022, 卷号: 202 作者: Du, Xianjun; Jia, Wenchao; Yu, Ping; Shi, Yaoke; Cheng, Shengyi 收藏 \| 浏览/下载：32/0 \| 提交时间：2022/09/22 Convolution Forecasting Preventive maintenance Rotating machinery Vibrations (mechanical) Wavelet transforms Attention mechanisms Continuous Wavelet Transform Convolutional neural network Degradation trend Feature map Remaining useful life predictions Rolling bearings Spectral feature Time frequency Time–frequency spectral feature map
	A novel short-term load forecasting method based on mini-batch stochastic gradient descent regression model 期刊论文 Electric Power Systems Research, 2022, 卷号: 211 作者: Lizhen, Wu; Yifan, Zhao; Gang, Wang; Xiaohong, Hao 收藏 \| 浏览/下载：20/0 \| 提交时间：2022/07/20 Batch data processing Big data Electric power plant loads Forecasting Gradient methods K-means clustering Regression analysis Stochastic models Big data analyze Distributed parallel computing Load forecasting Map-reduce Map-reduce framework Mini-batch stochastic gradient descent Regression modelling Short term load forecasting Stochastic gradient descent Stochastic gradient descent algorithm
	Wind Speed Short-Term Prediction Based on Empirical Wavelet Transform, Recurrent Neural Network and Error Correction 期刊论文 Journal of Shanghai Jiaotong University (Science), 2022 作者: Zhu, Changsheng; Zhu, Lina 收藏 \| 浏览/下载：14/0 \| 提交时间：2022/08/09 Brain Elman neural networks Error correction Forecasting Multilayer neural networks Speed Stochastic systems Wavelet transforms Wind power Wind speed A Deep long short term memory network Empirical wavelet transform Error correction strategy Errors correction Memory network TM 614 Wavelets transform Wind speed Wind speed prediction
	A hybrid method for short-term wind speed forecasting based on Bayesian optimization and error correction 期刊论文 JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2021, 卷号: 13, 期号: 3 作者: Guo, Xiuting; Zhu, Changsheng; Hao, Jie; Zhang, Shengcai; Zhu, Lina 收藏 \| 浏览/下载：14/0 \| 提交时间：2021/10/14 Error correction Forecasting Machine learning Speed Wavelet transforms Wind power Bayesian optimization algorithms Error correction models Extreme learning machine Hyper-parameter optimizations Large-scale wind power Prediction performance Short-term wind speed forecasting Wind speed prediction
	Fault Monitoring Method of Wind Turbine Main Bearing 期刊论文 Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2021, 卷号: 41, 期号: 2, 页码: 341-347 and 415 作者: Zheng, Yuqiao; Wei, Jianfeng; Zhu, Kai; Dong, Bo 收藏 \| 浏览/下载：6/0 \| 提交时间：2022/02/17 Bearings (machine parts) Forecasting Linear regression Monitoring Sliding mode control Statistics Support vector machines Support vector regression Wind turbines Change of temperatures Combination forecasting models Determination coefficients Mean and standard deviations Multiple linear regression models Multivariate linear regression model Sliding window methods Support vector machine regressions
	Prediction of external corrosion rate of oil pipeline based on improved IFA-BPNN 期刊论文 Surface Technology, 2021, 卷号: 50, 期号: 4, 页码: 285-293 作者: Ling, Xiao; Xu, Lu-Shuai; Gao, Jia-Cheng 收藏 \| 浏览/下载：12/0 \| 提交时间：2022/02/17 Bioluminescence Corrosion rate Forecasting Genetic algorithms Global optimization Machine learning Mapping MATLAB Particle swarm optimization (PSO) Pipelines Predictive analytics Turing machines Water pipelines Average relative error Comparative analysis Function convergence Long distance pipelines Machine learning models Optimization ability Prediction accuracy Simulation calculation
	Study on aerodynamic characteristics of horizontal axis wind turbine under low-level jet inflow condition 期刊论文 Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2021, 卷号: 42, 期号: 3, 页码: 1-8 作者: Zhang, Xuyao; Yang, Congxin; Jin, Rui; Zhang, Yaguang; He, Pan 收藏 \| 浏览/下载：20/0 \| 提交时间：2021/06/03 Aerodynamic loads Boundary layers Energy utilization Speed Turbine components Wind Wind power Wind turbines Aerodynamic characteristics Forecasting accuracy Horizontal axis wind turbines Longitudinal force Maximum relative errors Turbulent wind fields Von karman spectrums Wind turbine rotors
	Improved Deep Learning Algorithm for Reproduction of Airfoil Flow Field 期刊论文 Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University, 2021, 卷号: 55, 期号: 3, 页码: 20-28 作者: Yang, Congxin; Ling, Zuguang; Wang, Yan; Qian, Chen; Zhao, Bin 收藏 \| 浏览/下载：16/0 \| 提交时间：2021/06/03 Airfoils Cell proliferation Chemical activation Computational fluid dynamics Deep learning Flow fields Forecasting Incompressible flow Learning algorithms Learning systems Predictive analytics Transpiration Velocity Activation functions Computational costs Computational fluid dynamics methods Computational results Constraint conditions Energy conservation equations Surface pressures Two-dimensional flow
	Hourly solar irradiance prediction using deep BiLSTM network 期刊论文 EARTH SCIENCE INFORMATICS, 2021, 卷号: 14, 期号: 1, 页码: 299-309 作者: Li, Cong; Zhang, Yaonan; Zhao, Guohui; Ren, Yanrun 收藏 \| 浏览/下载：2/0 \| 提交时间：2021/10/14 Deep learning Irradiance prediction Meteorological parameters BiLSTM Climates
	Establishment and verification of the prediction model of soil wetting pattern size in vertical moistube irrigation 期刊论文 Water Science and Technology: Water Supply, 2021, 卷号: 21, 期号: 1, 页码: 331-343 作者: Fan, Yanwei; Yang, Zhiwei; Wei, Hujun 收藏 \| 浏览/下载：14/0 \| 提交时间：2021/03/02 Forecasting Hydraulic conductivity Irrigation Mean square error Moisture Moisture determination Reliability analysis Soils Wetting Average absolute error Efficiency coefficient Initial Moisture Content Irrigation engineerings Root mean square errors Saturated hydraulic conductivity Soil wetting pattern Statistical indicators

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