Energy Consumption Prediction by Using an Integrated Multidimensional Modeling Approach and Data Mining Techniques with Big Data

Lecture Notes in Computer Science - Advances in Conceptual Modeling ◽

10.1007/978-3-319-12256-4_5 ◽

2014 ◽

pp. 45-54 ◽

Cited By ~ 2

Author(s):

Jesús Peral ◽

Antonio Ferrández ◽

Roberto Tardío ◽

Alejandro Maté ◽

Elisa de Gregorio

Keyword(s):

Data Mining ◽

Big Data ◽

Energy Consumption ◽

Data Mining Techniques ◽

Modeling Approach ◽

Multidimensional Modeling ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Industry Energy Consumption Prediction Using Data Mining Techniques

International Journal of Energy Information and Communications ◽

10.21742/ijeic.2020.11.1.02 ◽

2020 ◽

Vol 11 (1) ◽

pp. 7-14

Author(s):

Sathishkumar V E ◽

◽

Jonghyun Lim ◽

Myeongbae Lee ◽

Kyeongryong Cho ◽

...

Keyword(s):

Data Mining ◽

Energy Consumption ◽

Data Mining Techniques ◽

Using Data ◽

Energy Consumption Prediction ◽

Consumption Prediction

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A big data management system for energy consumption prediction models

Ninth International Conference on Digital Information Management (ICDIM 2014) ◽

10.1109/icdim.2014.6991404 ◽

2014 ◽

Cited By ~ 4

Author(s):

Wonjin Lee ◽

Byung-Won On ◽

Ingyu Lee ◽

Jungin Choi

Keyword(s):

Big Data ◽

Energy Consumption ◽

Data Management ◽

Management System ◽

Prediction Models ◽

Data Management System ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Energy Consumption Prediction of Electric Vehicles Based on Big Data Approach

2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) ◽

10.1109/eeeic.2018.8494573 ◽

2018 ◽

Cited By ~ 4

Author(s):

Federica Foiadelli ◽

Michela Longo ◽

Seyedmahdi Miraftabzadeh

Keyword(s):

Big Data ◽

Energy Consumption ◽

Electric Vehicles ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Energy Consumption Prediction with Big Data: Balancing Prediction Accuracy and Computational Resources

2016 IEEE International Congress on Big Data (BigData Congress) ◽

10.1109/bigdatacongress.2016.27 ◽

2016 ◽

Cited By ~ 15

Author(s):

Katarina Grolinger ◽

Miriam A.M. Capretz ◽

Luke Seewald

Keyword(s):

Big Data ◽

Energy Consumption ◽

Prediction Accuracy ◽

Energy Consumption Prediction ◽

Computational Resources ◽

Consumption Prediction

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Big-Data Based Online State of Charge Estimation and Energy Consumption Prediction for Electric Vehicles

10.4271/2016-01-1200 ◽

2016 ◽

Cited By ~ 1

Author(s):

Zhiyun Zhang ◽

Miaohua Huang ◽

Yupu Chen ◽

Dong Gao

Keyword(s):

Big Data ◽

Energy Consumption ◽

Electric Vehicles ◽

State Of Charge ◽

Energy Consumption Prediction ◽

State Of Charge Estimation ◽

Consumption Prediction

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ss5:A Neural Network-based Energy Consumption Prediction Model for Feature Selection and Paremeter Optimization of Winders

2020 IEEE International Conference on Networking, Sensing and Control (ICNSC) ◽

10.1109/icnsc48988.2020.9238073 ◽

2020 ◽

Author(s):

Bobo Wang ◽

Xiaohu Zheng ◽

Jinsong Bao ◽

Jie Li

Keyword(s):

Neural Network ◽

Feature Selection ◽

Energy Consumption ◽

Prediction Model ◽

Energy Consumption Prediction ◽

Consumption Prediction

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CNN-Bi-LSTM Based Household Energy Consumption Prediction

2021 3rd International Conference on Signal Processing and Communication (ICPSC) ◽

10.1109/icspc51351.2021.9451797 ◽

2021 ◽

Author(s):

Kshitij Gaur ◽

Sandeep Kumar Singh

Keyword(s):

Energy Consumption ◽

Household Energy ◽

Household Energy Consumption ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Privileged information-driven random network based non-iterative integration model for building energy consumption prediction

Applied Soft Computing ◽

10.1016/j.asoc.2021.107438 ◽

2021 ◽

Vol 108 ◽

pp. 107438

Author(s):

Hongchang Sun ◽

Wenwen Zhai ◽

Yugang Wang ◽

Lei Yin ◽

Fengyu Zhou

Keyword(s):

Energy Consumption ◽

Random Network ◽

Building Energy ◽

Building Energy Consumption ◽

Privileged Information ◽

Integration Model ◽

Iterative Integration ◽

Energy Consumption Prediction ◽

Consumption Prediction

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A building energy consumption prediction model based on rough set theory and deep learning algorithms

Energy and Buildings ◽

10.1016/j.enbuild.2021.110886 ◽

2021 ◽

Vol 240 ◽

pp. 110886

Author(s):

Lei Lei ◽

Wei Chen ◽

Bing Wu ◽

Chao Chen ◽

Wei Liu

Keyword(s):

Deep Learning ◽

Energy Consumption ◽

Prediction Model ◽

Set Theory ◽

Rough Set ◽

Rough Set Theory ◽

Learning Algorithms ◽

Building Energy ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Evaluation of Regression Algorithms in Residential Energy Consumption Prediction

2019 3rd European Conference on Electrical Engineering and Computer Science (EECS) ◽

10.1109/eecs49779.2019.00018 ◽

2019 ◽

Author(s):

Pascal A. Schirmer ◽

Iosif Mporas ◽

Ilyas Potamitis

Keyword(s):

Energy Consumption ◽

Residential Energy ◽

Residential Energy Consumption ◽

Regression Algorithms ◽

Energy Consumption Prediction ◽

Consumption Prediction

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