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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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 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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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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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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A Hybrid Machine Learning Approach for Energy Consumption Prediction in Additive Manufacturing

Pattern Recognition. ICPR International Workshops and Challenges - Lecture Notes in Computer Science ◽

10.1007/978-3-030-68799-1_45 ◽

2021 ◽

pp. 622-636

Author(s):

Yixin Li ◽

Fu Hu ◽

Jian Qin ◽

Michael Ryan ◽

Ray Wang ◽

...

Keyword(s):

Machine Learning ◽

Energy Consumption ◽

Additive Manufacturing ◽

Learning Approach ◽

Machine Learning Approach ◽

Hybrid Machine ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Research on Energy Consumption Prediction Based on Machine Learning

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/791/1/012100 ◽

2021 ◽

Vol 791 (1) ◽

pp. 012100

Author(s):

Ren Liu ◽

Zhonghang Wang ◽

Haihong Chen ◽

Jie Yang

Keyword(s):

Machine Learning ◽

Energy Consumption ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Machine learning for energy consumption prediction and scheduling in smart buildings

SN Applied Sciences ◽

10.1007/s42452-020-2024-9 ◽

2020 ◽

Vol 2 (2) ◽

Author(s):

Safae Bourhnane ◽

Mohamed Riduan Abid ◽

Rachid Lghoul ◽

Khalid Zine-Dine ◽

Najib Elkamoun ◽

...

Keyword(s):

Machine Learning ◽

Energy Consumption ◽

Smart Buildings ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Machine learning method for energy consumption prediction of ships in port considering green ports

Journal of Cleaner Production ◽

10.1016/j.jclepro.2020.121564 ◽

2020 ◽

Vol 264 ◽

pp. 121564 ◽

Author(s):

Yun Peng ◽

Huakun Liu ◽

Xiangda Li ◽

Jian Huang ◽

Wenyuan Wang

Keyword(s):

Machine Learning ◽

Energy Consumption ◽

Machine Learning Method ◽

Learning Method ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Building energy consumption prediction for residential buildings using deep learning and other machine learning techniques

Journal of Building Engineering ◽

10.1016/j.jobe.2021.103406 ◽

2022 ◽

Vol 45 ◽

pp. 103406

Author(s):

Razak Olu-Ajayi ◽

Hafiz Alaka ◽

Ismail Sulaimon ◽

Funlade Sunmola ◽

Saheed Ajayi

Keyword(s):

Machine Learning ◽

Deep Learning ◽

Energy Consumption ◽

Residential Buildings ◽

Building Energy ◽

Machine Learning Techniques ◽

Building Energy Consumption ◽

Learning Techniques ◽

Energy Consumption Prediction ◽

Consumption Prediction

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