Short-Term Electrical Load Forecasting Based on Fuzzy Logic Control and Improved Back Propagation Algorithm

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Smart Grid Inspired Future Technologies ◽

10.1007/978-3-319-47729-9_9 ◽

2016 ◽

pp. 79-86 ◽

Author(s):

Lei Wan ◽

Junxiu Liu ◽

Senhui Qiu ◽

Mingcan Cen ◽

Yuling Luo

Keyword(s):

Fuzzy Logic ◽

Fuzzy Logic Control ◽

Load Forecasting ◽

Back Propagation ◽

Electrical Load ◽

Back Propagation Algorithm ◽

Logic Control ◽

Propagation Algorithm ◽

Electrical Load Forecasting

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Short term load forecasting using fuzzy logic control

2017 IEEE International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI) ◽

10.1109/icpcsi.2017.8392272 ◽

2017 ◽

Author(s):

K J Anoop ◽

K. Kanchana

Keyword(s):

Fuzzy Logic ◽

Fuzzy Logic Control ◽

Load Forecasting ◽

Logic Control ◽

Short Term Load Forecasting

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Short term electrical load forecasting using back propagation neural networks

2014 North American Power Symposium (NAPS) ◽

10.1109/naps.2014.6965453 ◽

2014 ◽

Author(s):

S. Surender Reddy ◽

James A. Momoh

Keyword(s):

Neural Networks ◽

Load Forecasting ◽

Back Propagation ◽

Electrical Load ◽

Back Propagation Neural Networks ◽

Electrical Load Forecasting

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Optimum input sequence size for a sliding window-based LSTM neural network used in short-term electrical load forecasting

10.1109/telfor52709.2021.9653206 ◽

2021 ◽

Author(s):

Vladimir Urosevic ◽

Sonja Dimitrijevic

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Input Sequence ◽

Sliding Window ◽

Electrical Load ◽

Electrical Load Forecasting ◽

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LSTM-based short-term electrical load forecasting framework with improved input feature space

10.1109/ict-pep53949.2021.9600923 ◽

2021 ◽

Author(s):

Abhishek Sharma ◽

Sachin Kumar Jain

Keyword(s):

Load Forecasting ◽

Feature Space ◽

Electrical Load ◽

Input Feature ◽

Electrical Load Forecasting

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Teaching–Learning-Based Functional Link Artificial Neural Network for Short-Term Electrical Load Forecasting

International Conference on Intelligent Computing and Smart Communication 2019 - Algorithms for Intelligent Systems ◽

10.1007/978-981-15-0633-8_42 ◽

2019 ◽

pp. 433-450

Author(s):

Rudra Narayan Pandey ◽

Sarat Mishra ◽

Sudhansu Kumar Mishra

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Load Forecasting ◽

Electrical Load ◽

Functional Link ◽

Electrical Load Forecasting ◽

Artificial Neural ◽

Teaching Learning

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Short-term electrical load forecasting using predictive machine learning models

2016 IEEE Annual India Conference (INDICON) ◽

10.1109/indicon.2016.7839103 ◽

2016 ◽

Author(s):

Karun P Warrior ◽

M Shrenik ◽

Nimish Soni

Keyword(s):

Machine Learning ◽

Load Forecasting ◽

Electrical Load ◽

Learning Models ◽

Electrical Load Forecasting ◽

Machine Learning Models

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Short-term electrical load forecasting using hybrid ANN–DE and wavelet transforms approach

Electrical Engineering ◽

10.1007/s00202-018-0743-3 ◽

2018 ◽

Vol 100 (4) ◽

pp. 2755-2763 ◽

Author(s):

Surender Reddy Salkuti

Keyword(s):

Wavelet Transforms ◽

Load Forecasting ◽

Electrical Load ◽

Electrical Load Forecasting

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Theory-guided deep-learning for electrical load forecasting (TgDLF) via ensemble long short-term memory

Advances in Applied Energy ◽

10.1016/j.adapen.2020.100004 ◽

2021 ◽

Vol 1 ◽

pp. 100004

Author(s):

Yuntian Chen ◽

Dongxiao Zhang

Keyword(s):

Deep Learning ◽

Short Term Memory ◽

Load Forecasting ◽

Electrical Load ◽

Term Memory ◽

Electrical Load Forecasting ◽

Long Short Term Memory

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Long-Short-Term Memory Network Based Hybrid Model for Short-Term Electrical Load Forecasting

Information ◽

10.3390/info9070165 ◽

2018 ◽

Vol 9 (7) ◽

pp. 165 ◽

Author(s):

Liwen Xu ◽

Chengdong Li ◽

Xiuying Xie ◽

Guiqing Zhang

Keyword(s):

Hybrid Model ◽

Short Term Memory ◽

Load Forecasting ◽

Electrical Load ◽

Term Memory ◽

Memory Network ◽

Electrical Load Forecasting ◽

Long Short Term Memory

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Support vector machines for short-term electrical load forecasting

International Journal of Energy Research ◽

10.1002/er.787 ◽

2002 ◽

Vol 26 (4) ◽

pp. 335-345 ◽

Author(s):

Mohamed Mohandes

Keyword(s):

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Electrical Load ◽

Vector Machines ◽

Electrical Load Forecasting

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