An Efficient CNN and KNN Data Analytics for Electricity Load Forecasting in the Smart Grid

Advances in Intelligent Systems and Computing - Web, Artificial Intelligence and Network Applications ◽

10.1007/978-3-030-15035-8_57 ◽

2019 ◽

pp. 592-603 ◽

Author(s):

Syeda Aimal ◽

Nadeem Javaid ◽

Tahir Islam ◽

Wazir Zada Khan ◽

Mohammed Y. Aalsalem ◽

...

Keyword(s):

Data Analytics ◽

Load Forecasting ◽

Electricity Load ◽

Electricity Load Forecasting

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Hourly Electricity Load Forecasting in Smart Grid Using Deep Learning Techniques

Innovative Mobile and Internet Services in Ubiquitous Computing - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-22263-5_18 ◽

2019 ◽

pp. 185-196

Author(s):

Abdul Basit Majeed Khan ◽

Nadeem Javaid ◽

Orooj Nazeer ◽

Maheen Zahid ◽

Mariam Akbar ◽

...

Keyword(s):

Deep Learning ◽

Load Forecasting ◽

Learning Techniques ◽

Electricity Load ◽

Electricity Load Forecasting

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Electricity Load Forecasting in Smart Grid Based on Residual GM (1, 1) Model

Lecture Notes in Electrical Engineering - Mechatronics and Automatic Control Systems ◽

10.1007/978-3-319-01273-5_106 ◽

2013 ◽

pp. 941-946 ◽

Author(s):

Jianxin Shen ◽

Haijiang Wang ◽

Shanlin Yang

Keyword(s):

Load Forecasting ◽

Electricity Load ◽

Electricity Load Forecasting

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An electricity load forecasting method based on association rule analysis in smart grid

2016 3rd International Conference on Systems and Informatics (ICSAI) ◽

10.1109/icsai.2016.7810965 ◽

2016 ◽

Author(s):

Huan Liu ◽

Yinghua Han

Keyword(s):

Association Rule ◽

Load Forecasting ◽

Forecasting Method ◽

Electricity Load ◽

Rule Analysis ◽

Electricity Load Forecasting

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Electricity load forecasting in a smart grid system

Intelligent Data Analysis ◽

10.3233/ida-160864 ◽

2016 ◽

Vol 20 (5) ◽

pp. 1223-1242 ◽

Author(s):

Chia-Yu Shen ◽

Hsiao-Fan Wang

Keyword(s):

Load Forecasting ◽

Grid System ◽

Electricity Load ◽

Smart Grid System ◽

Electricity Load Forecasting

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Short Term Electricity Load Forecasting using Smart Grid AI-Prediction Simulator (SGAIPS)

International Journal of Computer Applications ◽

10.5120/ijca2021921589 ◽

2021 ◽

Vol 183 (22) ◽

pp. 27-34

Author(s):

Fouad Mountassir ◽

Mohammed Bousmah

Keyword(s):

Load Forecasting ◽

Electricity Load ◽

Electricity Load Forecasting

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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 ◽

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 ◽

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 ◽

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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