A Comprehensive Solution for Electrical Energy Demand Prediction Based on Auto-Regressive Models

Systems and Information Sciences - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-59194-6_36 ◽

2020 ◽

pp. 443-454

Author(s):

Juan-José Sáenz-Peñafiel ◽

Jorge E. Luzuriaga ◽

Lenin-Guillermo Lemus-Zuñiga ◽

Vanessa Solis-Cabrera

Keyword(s):

Energy Demand ◽

Electrical Energy ◽

Demand Prediction ◽

Auto Regressive ◽

Energy Demand Prediction

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Electrical energy demand prediction using Artificial Neural Networks and Support Vector Regression

2008 3rd International Symposium on Communications, Control and Signal Processing ◽

10.1109/isccsp.2008.4537451 ◽

2008 ◽

Cited By ~ 3

Author(s):

Gabriel I. S. Ruas ◽

Ticiano A. C. Bragatto ◽

Marcus V. Lamar ◽

Alexandre R. Aoki ◽

Silvio M. de Rocco

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Support Vector Regression ◽

Energy Demand ◽

Electrical Energy ◽

Support Vector ◽

Demand Prediction ◽

Artificial Neural ◽

Energy Demand Prediction

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A Meta-Heuristics Based Input Variable Selection Technique for Hybrid Electrical Energy Demand Prediction Models

International Journal of Simulation Systems Science & Technology ◽

10.5013/ijssst.a.17.41.04 ◽

2016 ◽

Author(s):

Badar Islam

Keyword(s):

Variable Selection ◽

Energy Demand ◽

Prediction Models ◽

Electrical Energy ◽

Selection Technique ◽

Demand Prediction ◽

Energy Demand Prediction

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Electrical Energy Demand Prediction: A Comparison Between Genetic Programming and Decision Tree

GAZI UNIVERSITY JOURNAL OF SCIENCE ◽

10.35378/gujs.554463 ◽

2020 ◽

Vol 33 (1) ◽

pp. 62-72

Author(s):

Ali DANANDEH MEHR ◽

Farzaneh BAGHERİ ◽

Mir Jafar Sadegh SAFARİ

Keyword(s):

Decision Tree ◽

Genetic Programming ◽

Energy Demand ◽

Electrical Energy ◽

Demand Prediction ◽

Energy Demand Prediction

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Short-term electrical energy demand prediction under heat island effects using emotional neural network integrated with genetic algorithm

Predictive Modelling for Energy Management and Power Systems Engineering ◽

10.1016/b978-0-12-817772-3.00010-0 ◽

2021 ◽

pp. 271-298

Author(s):

Sagthitharan Karalasingham ◽

Ravinesh Deo ◽

Ramendra Prasad

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Energy Demand ◽

Electrical Energy ◽

Heat Island ◽

Short Term ◽

Demand Prediction ◽

Energy Demand Prediction ◽

Emotional Neural Network

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A Clustering based Genetic Fuzzy expert system for electrical energy demand prediction

2010 The 2nd International Conference on Computer and Automation Engineering (ICCAE) ◽

10.1109/iccae.2010.5451228 ◽

2010 ◽

Cited By ~ 4

Author(s):

Arash Ghanbari ◽

S Farid Ghaderi ◽

M Ali Azadeh

Keyword(s):

Expert System ◽

Energy Demand ◽

Electrical Energy ◽

Fuzzy Expert System ◽

Demand Prediction ◽

Energy Demand Prediction

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Development of chaotically improved meta-heuristics and modified BP neural network-based model for electrical energy demand prediction in smart grid

Neural Computing and Applications ◽

10.1007/s00521-016-2408-3 ◽

2016 ◽

Vol 28 (S1) ◽

pp. 877-891 ◽

Cited By ~ 13

Author(s):

Badar Islam ◽

Zuhairi Baharudin ◽

Perumal Nallagownden

Keyword(s):

Neural Network ◽

Smart Grid ◽

Bp Neural Network ◽

Energy Demand ◽

Electrical Energy ◽

Demand Prediction ◽

Energy Demand Prediction

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Joint Energy Demand Prediction and Control

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Emerging Technologies for Developing Countries ◽

10.1007/978-3-319-67837-5_9 ◽

2017 ◽

pp. 89-96

Author(s):

Mehdi Merai ◽

Jia Yuan Yu

Keyword(s):

Energy Demand ◽

Demand Prediction ◽

Prediction And Control ◽

And Control ◽

Energy Demand Prediction

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Machine learning-based thermal response time ahead energy demand prediction for building heating systems

Applied Energy ◽

10.1016/j.apenergy.2018.03.125 ◽

2018 ◽

Vol 221 ◽

pp. 16-27 ◽

Cited By ~ 49

Author(s):

Yabin Guo ◽

Jiangyu Wang ◽

Huanxin Chen ◽

Guannan Li ◽

Jiangyan Liu ◽

...

Keyword(s):

Machine Learning ◽

Response Time ◽

Energy Demand ◽

Thermal Response ◽

Heating Systems ◽

Demand Prediction ◽

Thermal Response Time ◽

Energy Demand Prediction

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Impact of exterior convective heat transfer coefficient models on the energy demand prediction of buildings with different geometry

Building Simulation ◽

10.1007/s12273-019-0531-7 ◽

2019 ◽

Vol 12 (5) ◽

pp. 797-816 ◽

Cited By ~ 5

Author(s):

Samy Iousef ◽

Hamid Montazeri ◽

Bert Blocken ◽

Pieter van Wesemael

Keyword(s):

Heat Transfer ◽

Heat Transfer Coefficient ◽

Transfer Coefficient ◽

Convective Heat Transfer ◽

Convective Heat ◽

Energy Demand ◽

Convective Heat Transfer Coefficient ◽

Demand Prediction ◽

Energy Demand Prediction

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431 A Revised Method for Energy Demand Prediction by Neural Network

The Proceedings of the Symposium on Environmental Engineering ◽

10.1299/jsmeenv.2008.18.421 ◽

2008 ◽

Vol 2008.18 (0) ◽

pp. 421-423

Author(s):

Ryohei YOKOYAMA ◽

Tomoya NAKAO ◽

Tetsuya WAKUI

Keyword(s):

Neural Network ◽

Energy Demand ◽

Demand Prediction ◽

Energy Demand Prediction

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