Household Energy Consumption Prediction Using the Stationary Wavelet Transform and Transformers

IEEE Access ◽

10.1109/access.2022.3140818 ◽

2022 ◽

pp. 1-1

Author(s):

Lyes Saad Saoud ◽

Hasan AlMarzouqi ◽

Ramy Hussein

Keyword(s):

Wavelet Transform ◽

Energy Consumption ◽

Stationary Wavelet Transform ◽

Household Energy ◽

Household Energy Consumption ◽

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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Household energy consumption prediction by feature selection of lifestyle data

2017 IEEE International Conference on Smart Grid Communications (SmartGridComm) ◽

10.1109/smartgridcomm.2017.8340676 ◽

2017 ◽

Author(s):

Kosuke Nishida ◽

Akiko Takeda ◽

Satoru Iwata ◽

Mariko Kiho ◽

Isao Nakayama

Keyword(s):

Feature Selection ◽

Energy Consumption ◽

Household Energy ◽

Household Energy Consumption ◽

Energy Consumption Prediction ◽

Consumption Prediction ◽

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Household Energy Consumption Prediction Using Evolutionary Ensemble Neural Network

Engineering Assets and Public Infrastructures in the Age of Digitalization - Lecture Notes in Mechanical Engineering ◽

10.1007/978-3-030-48021-9_102 ◽

2020 ◽

pp. 923-931

Author(s):

Songpu Ai ◽

Antorweep Chakravorty ◽

Chunming Rong

Keyword(s):

Neural Network ◽

Energy Consumption ◽

Household Energy ◽

Household Energy Consumption ◽

Ensemble Neural Network ◽

Energy Consumption Prediction ◽

Consumption Prediction

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IoT-Based Household Energy Consumption Prediction Using Machine Learning

Advances in Industrial Internet of Things, Engineering and Management - EAI/Springer Innovations in Communication and Computing ◽

10.1007/978-3-030-69705-1_8 ◽

2021 ◽

pp. 137-152

Author(s):

Pouya Jafarzadeh ◽

Fahimeh Farahnakian ◽

Jari-Pekka Paalassalo ◽

Osmo Eerola

Keyword(s):

Machine Learning ◽

Energy Consumption ◽

Household Energy ◽

Household Energy Consumption ◽

Energy Consumption Prediction ◽

Consumption Prediction

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ANN and fuzzy based household energy consumption prediction with high accuracy

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-020-02455-4 ◽

2020 ◽

Author(s):

K. Balachander ◽

D. Paulraj

Keyword(s):

Energy Consumption ◽

High Accuracy ◽

Household Energy ◽

Household Energy Consumption ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Residential Energy Consumption Prediction Using Inter-Household Energy Data and Socioeconomic Information

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287395 ◽

2021 ◽

Author(s):

Pascal A. Schirmer ◽

Christian Geiger ◽

Iosif Mporas

Keyword(s):

Energy Consumption ◽

Residential Energy ◽

Residential Energy Consumption ◽

Household Energy ◽

Energy Data ◽

Energy Consumption Prediction ◽

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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Rural household energy consumption and its implications for eco-environments in NW China: A case study

Renewable Energy ◽

10.1016/j.renene.2013.07.045 ◽

2014 ◽

Vol 65 ◽

pp. 137-145 ◽

Author(s):

Hewen Niu ◽

Yuanqing He ◽

Umberto Desideri ◽

Peidong Zhang ◽

Hongyi Qin ◽

...

Keyword(s):

Energy Consumption ◽

Rural Household ◽

Household Energy ◽

Nw China ◽

Household Energy Consumption

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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 ◽

Rough Set ◽

Rough Set Theory ◽

Learning Algorithms ◽

Building Energy ◽

Energy Consumption Prediction ◽

Consumption Prediction

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