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A novel two-stage seasonal grey model for residential electricity consumption forecasting
期刊论文
ENERGY, 2022, 卷号: 258, 页码: 18
作者:
Du, Pei
;
Guo, Ju'e
;
Sun, Shaolong
;
Wang, Shouyang
;
Wu, Jing
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/02/07
Electricity consumption forecasting
Grey model
Seasonal factor
Error correction strategy
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:11/0
  |  
提交时间:2022/07/25
Transfer learning
Black swan event
Small-sample learning
COVID-19
Load forecasting
Forecasting residential electricity consumption using a hybrid machine learning model with online search data
期刊论文
Applied Energy, 2021, 期号: 300, 页码: 1-13
作者:
Gao Feng
;
Chi Hong
;
Shao Xueyan
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2022/03/01
Residential electricity consumption forecasting
Online search data
Extreme learning machine
Jaya
Data driven parallel prediction of building energy consumption using generative adversarial nets
期刊论文
ENERGY AND BUILDINGS, 2019, 卷号: 186, 页码: 230-243
作者:
Tian, Chenlu
;
Li, Chengdong
;
Zhang, Guiqing
;
Lv, Yisheng
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  |  
浏览/下载:64/0
  |  
提交时间:2019/07/12
building energy consumption
deep learning
parallel prediction
Generative Adversarial Nets
Long-term electricity consumption forecasting based on expert prediction and fuzzy Bayesian theory
期刊论文
ENERGY, 2019, 卷号: 167, 页码: 1144-1154
作者:
Tang, Lei
;
Wang, Xifan
;
Wang, Xiuli
;
Shao, Chengcheng
;
Liu, Shiyu
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  |  
浏览/下载:15/0
  |  
提交时间:2019/11/19
Long-term
Annual electricity consumption
Load forecasting
Expert prediction
Fuzzy Bayes
Electricity consumption probability density forecasting method based on LASSO-Quantile Regression Neural Network.
期刊论文
Applied Energy, 2019, 卷号: Vol.233, 页码: 565-575
作者:
He, Yaoyao
;
Qin, Yang
;
Wang, Shuo
;
Wang, Xu
;
Wang, Chao
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/17
ELECTRIC
power
consumption
*PROBABILITY
density
function
*QUANTILE
regression
*ARTIFICIAL
neural
networks
*RENEWABLE
energy
sources
*SMART
power
grids
Electricity Consumption Forecasting using Support Vector Regression with the Mixture Maximum Correntropy Criterion
期刊论文
2019, 卷号: 21
作者:
Duan, Jiandong
;
Tian, Xuan
;
Ma, Wentao
;
Qiu, Xinyu
;
Wang, Peng
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  |  
浏览/下载:10/0
  |  
提交时间:2019/12/20
electricity consumption forecasting
support vector regression
mixture maximum correntropy criterion
parameter optimization
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.
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  |  
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
Forecasting Electricity Consumption Using an Improved Grey Prediction Model
期刊论文
INFORMATION, 2018, 卷号: 9, 期号: 8
作者:
Li, Kai
;
Zhang, Tao
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  |  
浏览/下载:7/0
  |  
提交时间:2019/08/22
grey forecasting model
electricity consumption
GM(1
1) model
background value
data transformation
DCOGM(1
1)
Forecasting the Electricity Consumption of Commercial Sector in Hong Kong Using a Novel Grey Dynamic Prediction Model
期刊论文
2018, 卷号: 30, 页码: 159-174
作者:
Zeng, Bo[1,2]
;
Tan, Yongtao[3]
;
Xu, Hui[3,4]
;
Quan, Jing[1]
;
Wang, Luyun[1]
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/11/30
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