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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: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
An Assessment Method for the Impact of Electric Vehicle Participation in V2G on the Voltage Quality of the Distribution Network
期刊论文
ENERGIES, 2022, 卷号: 15, 期号: 11
作者:
Chen, Wei
;
Zheng, Lei
;
Li, Hengjie
;
Pei, Xiping
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/06/21
V2G
Latin hypercube sampling
probabilistic current
voltage mass
A Brain-Inspired Approach for Probabilistic Estimation and Efficient Planning in Precision Physical Interaction
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
作者:
Xing, Dengpeng
;
Yang, Yiming
;
Zhang, Tielin
;
Xu, Bo
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/06/10
Task analysis
Robots
Force
Planning
Mathematical models
Brain modeling
Biology
Brain-inspired structure
precision physical interaction
spiking neural networks (SNNs)
Distribution patterns and industry planning of commonly used traditional Chinese medicinal plants in China
期刊论文
PLANT DIVERSITY, 2022, 卷号: 44, 期号: 3, 页码: 255-261
作者:
Shan, Zhang-Jian
;
Ye, Jian-Fei
;
Hao, Da-Cheng
;
Xiao, Pei-Gen
;
Chen, Zhi-Duan
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/07
Medicinal plant
Distribution pattern
Traditional Chinese medicine industry
Thiessen polygon
High-Resolution Boundary Refined Convolutional Neural Network for Automatic Agricultural Greenhouses Extraction from GaoFen-2 Satellite Imageries
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 21, 页码: 25
作者:
Zhang, Xiaoping
;
Cheng, Bo
;
Chen, Jinfen
;
Liang, Chenbin
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2021/12/28
Agricultural Greenhouses
DCNN
Semantic Segmentation
high resolution
context integration
boundary refined
GaoFen-2
Data-Driven Multi-Energy Investment and Management Under Earthquakes
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 10, 页码: 6939-6950
作者:
Zhao, Pengfei
;
Gu, Chenghong
;
Cao, Zhidong
;
Shen, Yichen
;
Teng, Fei
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  |  
浏览/下载:59/0
  |  
提交时间:2021/11/02
Economics
Power transmission lines
Uncertainty
Systems operation
Pipelines
Reliability engineering
Transmission line measurements
Distributionally robust optimization (DRO)
emergency response
integrated electricity and gas system
reliability
Spatial and Temporal Characteristics of Urban Tourism Travel by Taxi-A Case Study of Shenzhen
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 7, 页码: 18
作者:
He, Bing
;
Liu, Kang
;
Xue, Zhe
;
Liu, Jiajun
;
Yuan, Diping
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/11/05
tourist flow
spatial-temporal dynamic
taxi trajectory data
spatial structure
Shenzhen
Spatial Optimization of Mega-City Fire Stations Based on Multi-Source Geospatial Data: A Case Study in Beijing
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 5, 页码: 19
作者:
Wang, Wenda
;
Xu, Zhibang
;
Sun, Dongqi
;
Lan, Ting
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/07/09
spatial optimization
mega city
points of interest
traffic situation
fire station
Beijing
Semi-/Weakly-Supervised Semantic Segmentation Method and Its Application for Coastal Aquaculture Areas Based on Multi-Source Remote Sensing Images-Taking the Fujian Coastal Area (Mainly Sanduo) as an Example
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 6, 页码: 21
作者:
Liang, Chenbin
;
Cheng, Bo
;
Xiao, Baihua
;
He, Chenlinqiu
;
Liu, Xunan
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2021/08/15
coastal aquaculture areas
semantic segmentation
semi-
weakly-supervised learning
GAN
conditional adversarial learning
Prediction of Spatiotemporal Evolution of Urban Traffic Emissions Based on Taxi Trajectories
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 219-232
作者:
Zhen-Yi Zhao
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/04/22
Vehicle emission prediction
spatiotemporal gragh convolution
GPS trajectories
motor vehicle emission simulator (MOVES) model
feature sharing
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