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期刊论文 [13]
会议论文 [7]
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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
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/04/02
Electricity price
Forecasting
Hybrid model
Model selection
Kernel-based extreme learning machine
Forecasting day-ahead electricity prices using a new integrated model
期刊论文
International Journal of Electrical Power & Energy Systems, 2019, 卷号: Vol.105, 页码: 541-548
作者:
Jin-Liang Zhang
;
Yue-Jun Zhang
;
De-Zhi Li
;
Zhong-Fu Tan
;
Jian-Fei Ji
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  |  
浏览/下载:58/0
  |  
提交时间:2019/12/13
Electricity
price
forecasting
IEMD
ARMAX
EGARCH
ANFIS
Forecasting day-ahead electricity prices using a new integrated model
期刊论文
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2019, 卷号: Vol.105, 页码: 541-548
作者:
Zhang, Jin-Liang
;
Zhang, Yue-Jun
;
Li, De-Zhi
;
Tan, Zhong-Fu
;
Ji, Jian-Fei
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  |  
浏览/下载:11/0
  |  
提交时间:2019/12/13
Electricity price forecasting
IEMD
ARMAX
EGARCH
ANFIS
Forecasting day-ahead electricity prices using a new integrated model
期刊论文
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2019, 卷号: Vol.105, 页码: 541-548
作者:
Zhang, JL
;
Zhang, YJ
;
Li, DZ
;
Tan, ZF
;
Ji, JF
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/17
Electricity price forecasting
IEMD
ARMAX
EGARCH
ANFIS
Day-Ahead Electricity Market Clearing Price Forecasting: A Case in Yunnan
会议论文
WORLD ENVIRONMENTAL AND WATER RESOURCES CONGRESS 2018: WATERSHED MANAGEMENT, IRRIGATION AND DRAINAGE, AND WATER RESOURCES PLANNING AND MANAGEMENT, 2018-01-01
作者:
Yu, Xuguang
;
Li, YaPeng
;
Yang, Qiang
;
Li, Gang
;
Cao, Rui
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  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
Electricity markets
Forecasting
Market clearing price
Time series analysis
Electricity Price Forecasting for Nord Pool Data
会议论文
作者:
Beigaite, Rita
;
Krilavicius, Tomas
;
Man, Ka Lok
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  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
Electricity price forecasting
Electricity spot price
Exponential smoothing
High volatility
Lithuania
Price zone
Seasonality
Spot price
Grain Price Forecasting Using a Hybrid Stochastic Method
期刊论文
ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2017
Zhao, Yu
;
Zhang, Xi
;
Shi, Zhongshun
;
He, Lei
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  |  
浏览/下载:4/0
  |  
提交时间:2017/12/03
Stochastic algorithm
neural networks
wavelet decomposition
price forecasting
stochastic process
ELECTRICITY MARKETS
WAVELET
SYSTEM
MODEL
Probabilistic electricity price forecasting with variational heteroscedastic Gaussian process and active learning
期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2015, 卷号: 89, 期号: [db:dc_citation_issue], 页码: 298-308
作者:
Kou, Peng
;
Liang, Deliang
;
Gao, Lin
;
Lou, Jianyong
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
Electricity price forecasting
Probabilistic forecasting
Gaussian process
Active learning
A hybrid method for short-term electricity price forecasting based on BPNN and GSM-SVM
期刊论文
International Review of Electrical Engineering, 2013, 卷号: 8, 期号: [db:dc_citation_issue], 页码: 1509-1519
作者:
Zhang, Yuhan
;
Wang, Jianxue
;
Zhang, Yao
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/03
Electricity price forecasting
Grid search method
Hybrid method
Neural network
Support vector machine
The study on electricity price forecasting method based on time series ARMAX model and chaotic particle swarm optimization
期刊论文
International Journal of Advancements in Computing Technology, 2012, 卷号: 4, 期号: 15, 页码: 198-205
作者:
Caihong, Li
;
Wenheng, Sun
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  |  
浏览/下载:2/0
  |  
提交时间:2016/09/20
ARMAX model
California
Competitive strategy
Electricity price forecasting
Identification precision
Market participants
Multiinput
Optimal values
Particle swarm optimization algorithm
Power markets
Prediction model
Single output
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