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Black swan event small-sample transfer learning (BEST-L) and its case study on electrical power prediction in COVID-19
期刊论文
APPLIED ENERGY, 2022, 卷号: 309, 页码: 10
作者:
Hu, Chenxi
;
Zhang, Jun
;
Yuan, Hongxia
;
Gao, Tianlu
;
Jiang, Huaiguang
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/07/25
Transfer learning
Black swan event
Small-sample learning
COVID-19
Load forecasting
A New CIGWO-Elman Hybrid Model for Power Load Forecasting
期刊论文
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2021, 卷号: 17, 期号: 2, 页码: 1319-1333
作者:
Hao, Jie
;
Zhu, Changsheng
;
Guo, Xiuting
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  |  
浏览/下载:11/0
  |  
提交时间:2021/12/17
Chaotic sequence
CIGWO-Elman
Feedback coefficient
Inertia weight
PSO
Power load forecasting
Random cosine function
Emotional Deep Learning Programming Controller for Automatic Voltage Control of Power Systems
期刊论文
IEEE ACCESS, 2021, 卷号: 9
作者:
Yin, Linfei
;
Zhang, Chenwei
;
Wang, Yaoxiong
;
Gao, Fang
;
Yu, Jun
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  |  
浏览/下载:21/0
  |  
提交时间:2021/04/26
Training
Automatic voltage control
Deep learning
Power system stability
Neural networks
Neurons
Tuning
Automatic voltage regulator
emotional deep learning programming controller
emotional deep neural network
Short-term load forecasting of long-short term memory neural network based on genetic algorithm
会议论文
Wuhan, China, October 30 - November 1, 2020
作者:
Li WT(李婉婷)
;
Zang CZ(臧传治)
;
Liu D(刘鼎)
;
Zeng P(曾鹏)
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/14
load forecasting
long-short term neural networks
genetic algorithm
learning rate
iteration number
Short-term electricity load forecasting using a mapreduce-based elman networks with coarse-grained parallel genetic optimization
会议论文
Dali, China, December 6, 2019 - December 8, 2019
作者:
Bao, Guangqing
;
Liu, Fuchao
;
He, Xin
;
Zhang, Gang
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2020/11/15
Agricultural robots
Biomimetics
Efficiency
Electric power plant loads
Forecasting
Genetic algorithms
Neural networks
Robotics
Coarse-grained parallels
Electrical load forecasting
Elman neural network
Elman neural networks (ENN)
Map-reduce
Meteorological information
Short-term electrical loads
Short-term electricity load forecasting
Power load data preprocessing based on PFCM algorithm and neural network
会议论文
Chongqing, China, May 24, 2019 - May 26, 2019
作者:
Hao, Xiaohong
;
Zhang, Chunyan
;
Li, Hang
;
Wang, Weizhou
;
Liu, Fuchao
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2020/11/15
Classification (of information)
Curve fitting
Electric load dispatching
Electric power plant loads
Electric power transmission networks
Genetic algorithms
Radial basis function networks
Statistics
Average relative error
Clustering results
Genetic-algorithm optimizations
Number of clusters
Outliers
Power load
RBF Neural Network
Trained neural networks
Bi-directional long short-term memory method based on attention mechanism and rolling update for short-term load forecasting
期刊论文
International Journal of Electrical Power and Energy Systems, 2019, 卷号: Vol.109, 页码: 470-479
作者:
Wang, S.
;
Wang, X.
;
Wang, D.
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  |  
浏览/下载:58/0
  |  
提交时间:2019/11/21
Artificial intelligence
Attention mechanism
Bi-directional long short-term memory
Deep learning
Load forecasting
Rolling update
Short-term load forecasting based on wavelet neural network with adaptive mutation bat optimization algorithm
期刊论文
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2019, 卷号: 14, 期号: 3, 页码: 376-382
作者:
Zhang, Bo
;
Liu, Wei
;
Li, Shengtao
;
Wang, Weiguo
;
Zou, Hao
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/11
adaptive mutation
wavelet neural network (WNN)
bat algorithm (BA)
short-term load forecasting
Forecasting short-term residential electricity consumption using a deep fusion model
期刊论文
Lecture Notes in Electrical Engineering, 2019, 卷号: 529, 页码: 359-371
作者:
Lei, M.
;
Tang, L.
;
Li, M.
;
Ye, Z.
;
Pan, L.
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/30
Convolution
Forecasting
Housing
Neural networks
Convolutional neural network
Electricity consumption forecasting
Electricity-consumption
Fully connected neural network
Residential electricity
Residential electricity consumption
Short term load forecasting
Short term prediction
Electric power utilization
Short-term load forecasting model of power system based on generalized demand side resources aggregation(Article)
期刊论文
Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2018, 卷号: Vol.46 No.15, 页码: 45-51
作者:
Chen, L.a
;
Zhang, Z.a,b
;
Yu, D.c
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  |  
浏览/下载:18/0
  |  
提交时间:2019/11/21
Generalized demand side resources
Load aggregation
Power system
Radical basis function-neural networks
Short-term load forecasting
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