electricity load forecasting Latest Research Papers

Deep-learning-based short-term electricity load forecasting: A real case application

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2021.104645 ◽

2022 ◽

Vol 109 ◽

pp. 104645

Author(s):

Ibrahim Yazici ◽

Omer Faruk Beyca ◽

Dursun Delen

Keyword(s):

Deep Learning ◽

Load Forecasting ◽

Real Case ◽

Short Term ◽

Electricity Load ◽

Case Application ◽

Electricity Load Forecasting

Short term electricity load forecasting using hybrid prophet-LSTM model optimized by BPNN

Energy Reports ◽

10.1016/j.egyr.2021.12.067 ◽

2022 ◽

Vol 8 ◽

pp. 1678-1686

Author(s):

Tasarruf Bashir ◽

Chen Haoyong ◽

Muhammad Faizan Tahir ◽

Zhu Liqiang

Keyword(s):

Load Forecasting ◽

Short Term ◽

Electricity Load ◽

Electricity Load Forecasting

Hybrid dynamic harmonic regression with calendar variation for Turkey short-term electricity load forecasting

Procedia Computer Science ◽

10.1016/j.procs.2021.12.114 ◽

2022 ◽

Vol 197 ◽

pp. 25-33

Author(s):

Regita Putri Permata ◽

Dedy Dwi Prastyo ◽

Wibawati

Keyword(s):

Load Forecasting ◽

Short Term ◽

Electricity Load ◽

Harmonic Regression ◽

Electricity Load Forecasting

Industrial artificial intelligence based energy management system: Integrated framework for electricity load forecasting and fault prediction

Energy ◽

10.1016/j.energy.2022.123195 ◽

2022 ◽

pp. 123195

Author(s):

Yusha Hu ◽

Jigeng Li ◽

Mengna Hong ◽

Jingzheng Ren ◽

Yi Man

Keyword(s):

Artificial Intelligence ◽

Energy Management ◽

Management System ◽

Load Forecasting ◽

Fault Prediction ◽

Energy Management System ◽

Integrated Framework ◽

Electricity Load ◽

Electricity Load Forecasting

A Review of Bio-Inspired Computational Intelligence Algorithms in Electricity Load Forecasting

Smart Buildings Digitalization ◽

10.1201/9781003201069-11 ◽

2021 ◽

pp. 169-192

Author(s):

Siva Sankari Subbiah ◽

Jayakumar Chinnappan

Keyword(s):

Computational Intelligence ◽

Load Forecasting ◽

Electricity Load ◽

Electricity Load Forecasting

Electricity Load Forecasting Using Deep Learning and Novel Hybrid Models

Sakarya University Journal of Science ◽

10.16984/saufenbilder.982639 ◽

2021 ◽

Author(s):

Muhammed SÜTÇÜ ◽

İbrahim Tümay GÜLBAHAR ◽

Kübra Nur ŞAHİN ◽

Yunus KOLOĞLU ◽

Mevlüt Emirhan ÇELİKEL

Keyword(s):

Deep Learning ◽

Load Forecasting ◽

Hybrid Models ◽

Electricity Load ◽

Electricity Load Forecasting

Comparison of Short-Term Electricity Load Forecasting Using Different Deep Learning Methods

European Journal of Science and Technology ◽

10.31590/ejosat.1017137 ◽

2021 ◽

Author(s):

İpek ATİK

Keyword(s):

Deep Learning ◽

Load Forecasting ◽

Short Term ◽

Learning Methods ◽

Electricity Load ◽

Electricity Load Forecasting

Electricity load forecasting and feature extraction in smart grid using neural networks

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2021.107479 ◽

2021 ◽

Vol 96 ◽

pp. 107479

Author(s):

Nishant Jha ◽

Deepak Prashar ◽

Mamoon Rashid ◽

Sachin Kumar Gupta ◽

R.K. Saket

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Smart Grid ◽

Load Forecasting ◽

Electricity Load ◽

Electricity Load Forecasting

Probabilistic Electricity Load Forecasting Algorithm Based on the Gradient Boosting Machine and Laplace Distribution

The Transactions of The Korean Institute of Electrical Engineers ◽

10.5370/kiee.2021.70.11.1625 ◽

2021 ◽

Vol 70 (11) ◽

pp. 1625-1632

Author(s):

Sejun Park ◽

Hyunjin Kim ◽

Duehee Lee

Keyword(s):

Load Forecasting ◽

Laplace Distribution ◽

Gradient Boosting ◽

Gradient Boosting Machine ◽

Electricity Load ◽

Electricity Load Forecasting

Electricity Load Forecasting under COVID-19

10.1109/naps52732.2021.9654678 ◽

2021 ◽

Author(s):

Fariha Kabir Torsha ◽

Ying Lin ◽

Lei Fan ◽

Taewoo Lee

Keyword(s):

Load Forecasting ◽

Electricity Load ◽

Electricity Load Forecasting

electricity load forecasting
Recently Published Documents

TOTAL DOCUMENTS

H-INDEX

Deep-learning-based short-term electricity load forecasting: A real case application

Short term electricity load forecasting using hybrid prophet-LSTM model optimized by BPNN

Hybrid dynamic harmonic regression with calendar variation for Turkey short-term electricity load forecasting

Industrial artificial intelligence based energy management system: Integrated framework for electricity load forecasting and fault prediction

A Review of Bio-Inspired Computational Intelligence Algorithms in Electricity Load Forecasting

Electricity Load Forecasting Using Deep Learning and Novel Hybrid Models

Comparison of Short-Term Electricity Load Forecasting Using Different Deep Learning Methods

Electricity load forecasting and feature extraction in smart grid using neural networks

Probabilistic Electricity Load Forecasting Algorithm Based on the Gradient Boosting Machine and Laplace Distribution

Electricity Load Forecasting under COVID-19

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electricity load forecastingRecently Published Documents

TOTAL DOCUMENTS

H-INDEX

Deep-learning-based short-term electricity load forecasting: A real case application

Short term electricity load forecasting using hybrid prophet-LSTM model optimized by BPNN

Hybrid dynamic harmonic regression with calendar variation for Turkey short-term electricity load forecasting

Industrial artificial intelligence based energy management system: Integrated framework for electricity load forecasting and fault prediction

A Review of Bio-Inspired Computational Intelligence Algorithms in Electricity Load Forecasting

Electricity Load Forecasting Using Deep Learning and Novel Hybrid Models

Comparison of Short-Term Electricity Load Forecasting Using Different Deep Learning Methods

Electricity load forecasting and feature extraction in smart grid using neural networks

Probabilistic Electricity Load Forecasting Algorithm Based on the Gradient Boosting Machine and Laplace Distribution

Electricity Load Forecasting under COVID-19

electricity load forecasting
Recently Published Documents