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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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 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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Data driven modeling for energy consumption prediction in smart buildings

2017 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata.2017.8258499 ◽

2017 ◽

Author(s):

Aurora Gonzalez-Vidal ◽

Alfonso P. Ramallo-Gonzalez ◽

Fernando Terroso-Saenz ◽

Antonio Skarmeta

Keyword(s):

Energy Consumption ◽

Data Driven ◽

Smart Buildings ◽

Energy Consumption Prediction ◽

Data Driven Modeling ◽

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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Machine Learning Approach for Energy Consumption Prediction in Datacenters

2020 2nd International Conference on Mathematics and Information Technology (ICMIT) ◽

10.1109/icmit47780.2020.9046987 ◽

2020 ◽

Author(s):

Abdelhak Merizig ◽

Toufik Bendahmane ◽

Soltane Merzoug ◽

Okba Kazar

Keyword(s):

Machine Learning ◽

Energy Consumption ◽

Learning Approach ◽

Machine Learning Approach ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Sampling Strategy Analysis of Machine Learning Models for Energy Consumption Prediction

10.1109/sege52446.2021.9534987 ◽

2021 ◽

Author(s):

Zeqing Wu ◽

Weishen Chu

Keyword(s):

Machine Learning ◽

Energy Consumption ◽

Sampling Strategy ◽

Learning Models ◽

Strategy Analysis ◽

Energy Consumption Prediction ◽

Consumption Prediction ◽

Machine Learning Models

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Energy consumption prediction of appliances using machine learning and multi-objective binary grey wolf optimization for feature selection

Applied Soft Computing ◽

10.1016/j.asoc.2021.107745 ◽

2021 ◽

pp. 107745

Author(s):

Dorin Moldovan ◽

Adam Slowik

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Energy Consumption ◽

Grey Wolf ◽

Grey Wolf Optimization ◽

Multi Objective ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Accuracy analyses and model comparison of machine learning adopted in building energy consumption prediction

Energy Exploration & Exploitation ◽

10.1177/0144598718822400 ◽

2019 ◽

Vol 37 (4) ◽

pp. 1426-1451 ◽

Author(s):

Zhijian Liu ◽

Di Wu ◽

Yuanwei Liu ◽

Zhonghe Han ◽

Liyong Lun ◽

...

Keyword(s):

Machine Learning ◽

Energy Consumption ◽

Model Comparison ◽

Building Energy ◽

Building Energy Consumption ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Energy consumption prediction and diagnosis of public buildings based on support vector machine learning: A case study in China

Journal of Cleaner Production ◽

10.1016/j.jclepro.2020.122542 ◽

2020 ◽

Vol 272 ◽

pp. 122542 ◽

Author(s):

Yang Liu ◽

Hongyu Chen ◽

Limao Zhang ◽

Xianguo Wu ◽

Xian-jia Wang

Keyword(s):

Machine Learning ◽

Support Vector Machine ◽

Energy Consumption ◽

Support Vector ◽

Public Buildings ◽

Energy Consumption Prediction ◽

Consumption Prediction

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