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科研机构
兰州理工大学 [3]
数学与系统科学研究院 [1]
海洋研究所 [1]
自动化研究所 [1]
内容类型
期刊论文 [6]
发表日期
2022 [6]
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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:21/0
  |  
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
Prediction of soil water characteristic curves based on low suction section and inflection point
期刊论文
Water Supply, 2022, 卷号: 22, 期号: 6, 页码: 6083-6093
作者:
Zhao, Wenju
;
Ma, Feng
;
Hu, Jiazhen
;
Shi, Fuyuan
;
Wang, Yali
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  |  
浏览/下载:22/0
  |  
提交时间:2022/08/09
Curve fitting
Mean square error
Soil moisture
Textures
Bulk density
Characteristics parameters
Inflexion point
Prediction methods
Soil saturation
Soil water characteristic parameter
Soil water characteristics
Spatial variability
Suction
The soil-water characteristic curves (SWCC)
A Data-Driven Deep Learning Model for Weekly Sea Ice Concentration Prediction of the Pan-Arctic During the Melting Season
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 19
作者:
Ren, Yibin
;
Li, Xiaofeng
;
Zhang, Wenhao
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  |  
浏览/下载:16/0
  |  
提交时间:2022/07/18
Deep fully convolutional networks (FCNs)
recursively predicting
satellite-derived sea ice concentration (SIC)
SIC prediction
temporal-spatial attention
Design and Hysteresis Modeling of a Miniaturized Elastomer-Based Clutched Torque Sensor
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 9
作者:
Sun, Ning
;
Cheng, Long
;
Xia, Xiuze
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  |  
浏览/下载:13/0
  |  
提交时间:2022/06/06
Clutch
elastic torque sensor
hysteresis modeling
mechanical design
rubber spring
A novel machine learning-based electricity price forecasting model based on optimal model selection strategy
期刊论文
ENERGY, 2022, 卷号: 238, 页码: 14
作者:
Yang, Wendong
;
Sun, Shaolong
;
Hao, Yan
;
Wang, Shouyang
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  |  
浏览/下载:13/0
  |  
提交时间:2022/04/02
Electricity price
Forecasting
Hybrid model
Model selection
Kernel-based extreme learning machine
High-efficiency and high-resolution numerical modeling for two-dimensional infiltration processes, accelerated by a graphics processing unit
期刊论文
HYDROGEOLOGY JOURNAL, 2022
作者:
Hou, Jingming
;
Pan, Zhanpeng
;
Tong, Yu
;
Li, Xinyi
;
Zheng, Jian
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  |  
浏览/下载:16/0
  |  
提交时间:2022/03/01
GPU-accelerated infiltration model
Groundwater flow
Soil water dynamics
Irrigation
Laboratory experiments
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