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科研机构
兰州理工大学 [13]
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会议论文 [7]
期刊论文 [6]
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2022 [2]
2021 [1]
2020 [1]
2019 [2]
2017 [1]
2016 [2]
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专题:兰州理工大学
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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
A stacking-based short-term wind power forecasting method by CBLSTM and ensemble learning
期刊论文
Journal of Renewable and Sustainable Energy, 2022, 卷号: 14, 期号: 4
作者:
Wang, Nier
;
Li, Zhanming
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/09/22
Data handling
Decision trees
Electric load dispatching
Machine learning
Weather forecasting
Wind farm
Ensemble learning
Forecasting methods
Large amounts
Multi-model combination
Processing capacities
Short-term wind power forecasting
Stacking framework
Stackings
Times series
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
收藏
  |  
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
A Short-Term Load Forecasting Method Based on GRU-CNN Hybrid Neural Network Model
期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 卷号: 2020
作者:
Wu, Lizhen
;
Kong, Chun
;
Hao, Xiaohong
;
Chen, Wei
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2020/06/16
Clustering algorithms
Complex networks
Convolutional neural networks
Electric power plant loads
Forecasting
Mean square error
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
Short-Term Wind Speed Forecasting Model based on Local Comparison and Mean Circular Tube
期刊论文
International Journal of Performability Engineering, 2019, 卷号: 15, 期号: 6, 页码: 1672-1683
作者:
Bai, Xuezong
;
An, Zongwen
;
Hou, Yunfeng
;
Gao, Jianxiong
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/11/14
Electric load dispatching
Electric power transmission networks
Errors
Forecasting
Speed
Turbomachine blades
Circular tubes
Error forecasting
Local comparison
Short-term wind speed forecasting
State probability
A combined model based on seasonal autoregressive integrated moving average and modified particle swarm optimization algorithm for electrical load forecasting
期刊论文
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 卷号: 32, 期号: 5, 页码: 3447-3459
作者:
Ma, Tao
;
Wang, Fen
;
Wang, Jianzhou
;
Yao, Yukai
;
Chen, Xiaoyun
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/11/15
Support vector machines
seasonal autoregressive integrated moving average
combining optimization model
electric load forecasting
particle swarm optimization algorithm
Hybrid short-term load forecasting using principal component analysis and MEA-Elman network
会议论文
Lanzhou, China, August 2, 2016 - August 5, 2016
作者:
Bao, Guangqing
;
Lin, Qilin
;
Gong, Dunwei
;
Shao, Huixing
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2020/11/15
Efficiency
Electric power plant loads
Intelligent computing
More electric aircraft
Optimization
Weather forecasting
Active function
Dynamic performance
Elman network
Load forecasting
Meteorological factors
Mind evolutionary algorithms
Short term load forecasting
Weather factors
Hybrid Short-term Load Forecasting Using Principal Component Analysis and MEA-Elman Network
会议论文
作者:
Bao, Guangqing
;
Lin, Qilin
;
Gong, Dunwei
;
Shao, Huixing
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2019/11/15
Meteorological factor
PCA
Mind Evolutionary Algorithm
Optimization
The Elman network
Short-term load forecasting
Load Forecasting of Power System Based on Integrated Sample System and Cloud Computing
会议论文
作者:
Wang Huizhong
;
Liu Ke
;
Zhu Hongyi
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2019/11/15
Integrated Sample System
Cloud computing
Particle swarm optimization
LSSVM
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