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

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A seasonal direct optimal hybrid model of computational intelligence and soft computing techniques for electricity load forecasting

Energy ◽

10.1016/j.energy.2017.09.009 ◽

2017 ◽

Vol 140 ◽

pp. 988-1004 ◽

Cited By ~ 21

Author(s):

Fatemeh Chahkoutahi ◽

Mehdi Khashei

Keyword(s):

Soft Computing ◽

Hybrid Model ◽

Computational Intelligence ◽

Load Forecasting ◽

Soft Computing Techniques ◽

Electricity Load ◽

Electricity Load Forecasting

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Electricity load forecasting based on a mixed statistical-neural-computational intelligence approach

12th Symposium on Neural Network Applications in Electrical Engineering (NEUREL) ◽

10.1109/neurel.2014.7011461 ◽

2014 ◽

Cited By ~ 1

Author(s):

Mihai Gavrilas ◽

Ovidiu Ivanov ◽

Gilda Gavrilas

Keyword(s):

Computational Intelligence ◽

Load Forecasting ◽

Electricity Load ◽

Intelligence Approach ◽

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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Empirical mode decomposition based denoising method with support vector regression for time series prediction: A case study for electricity load forecasting

Measurement ◽

10.1016/j.measurement.2017.02.007 ◽

2017 ◽

Vol 103 ◽

pp. 52-61 ◽

Cited By ~ 43

Author(s):

Yusuf Yaslan ◽

Bahadır Bican

Keyword(s):

Time Series ◽

Support Vector Regression ◽

Time Series Prediction ◽

Load Forecasting ◽

Support Vector ◽

Denoising Method ◽

Mode Decomposition ◽

Electricity Load ◽

Electricity Load Forecasting

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Combining electricity load forecasting and dynamic economic dispatch by a time fusion framework

10.23919/ccc52363.2021.9549846 ◽

2021 ◽

Author(s):

Dexuan Zou ◽

Kefeng Xuan ◽

Yongzhao Han ◽

Xiaozhou Zhou ◽

Yu Zhang ◽

...

Keyword(s):

Economic Dispatch ◽

Load Forecasting ◽

Electricity Load ◽

Dynamic Economic Dispatch ◽

Fusion Framework ◽

Electricity Load Forecasting

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