Feature and Model Selection for Day-ahead Electricity-Load Forecasting in Residential Buildings

Energy and Buildings ◽

10.1016/j.enbuild.2021.111200 ◽

2021 ◽

pp. 111200

Author(s):

Aleksey V. Kychkin ◽

Georgios C. Chasparis

Keyword(s):

Model Selection ◽

Residential Buildings ◽

Load Forecasting ◽

Electricity Load ◽

Selection For ◽

Electricity Load Forecasting

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Dynamic Mobile Crowdsourcing Selection for Electricity Load Forecasting

IEEE Access ◽

10.1109/access.2018.2866641 ◽

2018 ◽

Vol 6 ◽

pp. 46926-46937 ◽

Cited By ~ 66

Author(s):

Lianyong Qi ◽

Wanchun Dou ◽

Wenping Wang ◽

Guangshun Li ◽

Hairong Yu ◽

...

Keyword(s):

Load Forecasting ◽

Mobile Crowdsourcing ◽

Electricity Load ◽

Selection For ◽

Electricity Load Forecasting

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Correlation and instance based feature selection for electricity load forecasting

Knowledge-Based Systems ◽

10.1016/j.knosys.2015.02.017 ◽

2015 ◽

Vol 82 ◽

pp. 29-40 ◽

Cited By ~ 95

Author(s):

Irena Koprinska ◽

Mashud Rana ◽

Vassilios G. Agelidis

Keyword(s):

Feature Selection ◽

Load Forecasting ◽

Electricity Load ◽

Selection For ◽

Electricity Load Forecasting

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Variable Selection for Five-Minute Ahead Electricity Load Forecasting

2010 20th International Conference on Pattern Recognition ◽

10.1109/icpr.2010.711 ◽

2010 ◽

Cited By ~ 4

Author(s):

Irena Koprinska ◽

Rohen Sood ◽

Vassilios Agelidis

Keyword(s):

Variable Selection ◽

Load Forecasting ◽

Electricity Load ◽

Selection For ◽

Electricity Load Forecasting

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Feature Extraction for Day-ahead Electricity-Load Forecasting in Residential Buildings

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2020.12.2269 ◽

2020 ◽

Vol 53 (2) ◽

pp. 13094-13100

Author(s):

Aleksey V. Kychkin ◽

Georgios C. Chasparis

Keyword(s):

Feature Extraction ◽

Residential Buildings ◽

Load Forecasting ◽

Electricity Load ◽

Electricity Load Forecasting

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Artificial neural network in day-ahead electricity load forecasting for large steel factory

18th International Conference and Exhibition on Electricity Distribution (CIRED 2005) ◽

10.1049/cp:20051387 ◽

2005 ◽

Cited By ~ 1

Author(s):

B. Swiatek ◽

R. Klempka ◽

J. Dzieza

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Load Forecasting ◽

Steel Factory ◽

Large Steel ◽

Electricity Load ◽

Artificial Neural ◽

Electricity Load Forecasting

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Micro-Spatial Electricity Load Forecasting Using Clustering Technique

2020 2nd International Conference on Industrial Electrical and Electronics (ICIEE) ◽

10.1109/iciee49813.2020.9277274 ◽

2020 ◽

Author(s):

Christine Widyastuti ◽

Adri Senen ◽

Oktaria Handayani

Keyword(s):

Load Forecasting ◽

Clustering Technique ◽

Electricity Load ◽

Electricity Load Forecasting

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Classification of electricity load forecasting based on the factors influencing the load consumption and methods used: An-overview

2015 IEEE Conference on Energy Conversion (CENCON) ◽

10.1109/cencon.2015.7409585 ◽

2015 ◽

Cited By ~ 10

Author(s):

M. Mustapha ◽

M. W. Mustafa ◽

S. N Khalid ◽

I. Abubakar ◽

H. Shareef

Keyword(s):

Load Forecasting ◽

Factors Influencing ◽

Electricity Load ◽

Electricity Load Forecasting

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Household Level Electricity Load Forecasting Using Echo State Network

2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) ◽

10.1109/smartgridcomm47815.2020.9302961 ◽

2020 ◽

Author(s):

Debneil Saha Roy

Keyword(s):

Load Forecasting ◽

Echo State Network ◽

Household Level ◽

Electricity Load ◽

Electricity Load Forecasting

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An adaptive backpropagation algorithm for long-term electricity load forecasting

Neural Computing and Applications ◽

10.1007/s00521-021-06384-x ◽

2021 ◽

Author(s):

Nooriya A. Mohammed ◽

Ammar Al-Bazi

Keyword(s):

Load Forecasting ◽

Backpropagation Algorithm ◽

Electricity Load ◽

Electricity Load Forecasting

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Analysis of temperature-sensitive on short-term electricity load forecasting

2020 IEEE-HYDCON ◽

10.1109/hydcon48903.2020.9242910 ◽

2020 ◽

Author(s):

Nguyen Xuan Tung ◽

Nguyen Quang Dat ◽

Tran Ngoc Thang ◽

Vijender Kumar Solanki ◽

Nguyen Thi Ngoc Anh

Keyword(s):

Load Forecasting ◽

Temperature Sensitive ◽

Short Term ◽

Electricity Load ◽

Electricity Load Forecasting

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