Short-term Electric Load Prediction using Transfer Learning with Interval Estimate Adjustment

Energy and Buildings ◽

10.1016/j.enbuild.2022.111846 ◽

2022 ◽

pp. 111846

Author(s):

Yuwei Jin ◽

Moses Amoasi Acquah ◽

Mingyu Seo ◽

Sekyung Han

Keyword(s):

Transfer Learning ◽

Interval Estimate ◽

Electric Load ◽

Load Prediction ◽

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H^|^infin; Filter-based Short-term Electric Load Prediction considering Characteristics of Load Curve

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.132.1446 ◽

2012 ◽

Vol 132 (9) ◽

pp. 1446-1453 ◽

Author(s):

Toru Namerikawa ◽

Yasuhiko Hosoda

Keyword(s):

Electric Load ◽

Load Prediction ◽

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Low-cost, short-term electric load prediction using the α-β-γfilter

2011 15th IEEE International Conference on Intelligent Engineering Systems ◽

10.1109/ines.2011.5954769 ◽

2011 ◽

Author(s):

I. R. Stanciu ◽

C. Sorandaru

Keyword(s):

Low Cost ◽

Electric Load ◽

Load Prediction ◽

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A Study on development of short term electric load prediction system with the genetic algorithm and the fuzzy system

Journal of Korean institute of intelligent systems ◽

10.5391/jkiis.2006.16.6.730 ◽

2006 ◽

Vol 16 (6) ◽

pp. 730-735

Author(s):

Hwan-Il Kang ◽

Woo-Seok Jang

Keyword(s):

Genetic Algorithm ◽

Fuzzy System ◽

Electric Load ◽

Prediction System ◽

Load Prediction ◽

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Individualized Short-Term Electric Load Forecasting With Deep Neural Network Based Transfer Learning and Meta Learning

IEEE Access ◽

10.1109/access.2021.3053317 ◽

2021 ◽

Vol 9 ◽

pp. 15413-15425

Author(s):

Eunjung Lee ◽

Wonjong Rhee

Keyword(s):

Neural Network ◽

Transfer Learning ◽

Deep Neural Network ◽

Load Forecasting ◽

Electric Load ◽

Meta Learning ◽

Electric Load Forecasting

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A hybrid artificial-based model for accurate short term electric load prediction

Journal of Intelligent & Fuzzy Systems ◽

10.3233/ifs-141267 ◽

2014 ◽

Vol 27 (6) ◽

pp. 3103-3110 ◽

Author(s):

Sadreddin Saleh ◽

Sirus Mohammadi ◽

Mohammad-Amin Rostami ◽

Mohammad-Reza Askari

Keyword(s):

Electric Load ◽

Load Prediction ◽

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Research Optimizing Neural Network in Short-Term Electric Load Prediction

10.14257/astl.2016.121.66 ◽

2016 ◽

Author(s):

Tan Zhongfu ◽

Xin He ◽

Ju Liwei

Keyword(s):

Neural Network ◽

Electric Load ◽

Load Prediction ◽

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Short term electric load prediction using Fuzzy BP

Journal of Computing and Information Technology ◽

10.2498/cit.1000987 ◽

2007 ◽

Vol 15 (3) ◽

pp. 267 ◽

Author(s):

Hari Seetha

Keyword(s):

Electric Load ◽

Load Prediction ◽

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H∞ Filter-Based Short-Term Electric Load Prediction Considering Characteristics of Load Curve

Electronics and Communications in Japan ◽

10.1002/ecj.11558 ◽

2014 ◽

Vol 97 (12) ◽

pp. 1-10 ◽

Author(s):

Toru Namerikawa ◽

Yasuhiko Hosoda

Keyword(s):

Electric Load ◽

Load Prediction ◽

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Short Term Electric Load Prediction by Incorporation of Kernel into Features Extraction Regression Technique

Smart Grid and Renewable Energy ◽

10.4236/sgre.2017.81002 ◽

2017 ◽

Vol 08 (01) ◽

pp. 31-45

Author(s):

Ruaa Mohamed-Rashad Ghandour ◽

Jun Li

Keyword(s):

Features Extraction ◽

Regression Technique ◽

Electric Load ◽

Load Prediction ◽

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Short-term Electric Load Prediction Using Multiple Linear Regression Method

2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) ◽

10.1109/smartgridcomm.2018.8587489 ◽

2018 ◽

Author(s):

Juntae Kim ◽

Seokheon Cho ◽

Kabseok Ko ◽

Ramesh R. Rao

Keyword(s):

Linear Regression ◽

Multiple Linear Regression ◽

Regression Method ◽

Linear Regression Method ◽

Electric Load ◽

Load Prediction ◽

Multiple Linear Regression Method

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