Identifying critical building-oriented features in city-block-level building energy consumption: A data-driven machine learning approach

Applied Energy ◽

10.1016/j.apenergy.2021.117453 ◽

2021 ◽

Vol 301 ◽

pp. 117453

Author(s):

Zhongnan Ye ◽

Kuangly Cheng ◽

Shu-Chien Hsu ◽

Hsi-Hsien Wei ◽

Clara Man Cheung

Keyword(s):

Machine Learning ◽

Energy Consumption ◽

Building Energy ◽

Data Driven ◽

Learning Approach ◽

Building Energy Consumption ◽

Machine Learning Approach ◽

Block Level ◽

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A Behavioral-Based Machine Learning Approach for Predicting Building Energy Consumption

Construction Research Congress 2020 ◽

10.1061/9780784482865.109 ◽

2020 ◽

Author(s):

Mohamad Hajj-Hassan ◽

Mohamad Awada ◽

Hiam Khoury ◽

Issam Srour

Keyword(s):

Machine Learning ◽

Energy Consumption ◽

Building Energy ◽

Learning Approach ◽

Building Energy Consumption ◽

Machine Learning Approach

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Data-Driven Modeling and Optimization of Building Energy Consumption: a Case Study

2020 IEEE Power & Energy Society General Meeting (PESGM) ◽

10.1109/pesgm41954.2020.9281663 ◽

2020 ◽

Author(s):

Divas Grover ◽

Yaser P. Fallah ◽

Qun Zhou ◽

P.E. Ian LaHiff

Keyword(s):

Energy Consumption ◽

Building Energy ◽

Data Driven ◽

Building Energy Consumption ◽

Modeling And Optimization ◽

Data Driven Modeling

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Joint Statistical and Machine Learning Approach for Practical Data-Driven Assessment of User Throughput Quality in Microcellular Radio Networks

Wireless Personal Communications ◽

10.1007/s11277-021-08300-x ◽

2021 ◽

Author(s):

Isabona Joseph

Keyword(s):

Machine Learning ◽

Radio Networks ◽

Data Driven ◽

Learning Approach ◽

Machine Learning Approach ◽

User Throughput

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Accurate Energy Forecast in Buildings: A Data Driven Machine Learning Approach

2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE) ◽

10.1109/ccece.2019.8861583 ◽

2019 ◽

Author(s):

Alain B. Tchagang ◽

Araz Ashouri

Keyword(s):

Machine Learning ◽

Data Driven ◽

Learning Approach ◽

Machine Learning Approach ◽

Energy Forecast

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Application of data driven machine learning approach for modelling of non-linear filtration through granular porous media

International Journal of Heat and Mass Transfer ◽

10.1016/j.ijheatmasstransfer.2021.121650 ◽

2021 ◽

Vol 179 ◽

pp. 121650

Author(s):

Ashes Banerjee ◽

Srinivas Pasupuleti ◽

Koushik Mondal ◽

M. Mousavi Nezhad

Keyword(s):

Machine Learning ◽

Porous Media ◽

Data Driven ◽

Learning Approach ◽

Machine Learning Approach ◽

Granular Porous Media ◽

Linear Filtration

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A review of data-driven building energy consumption prediction studies

Renewable and Sustainable Energy Reviews ◽

10.1016/j.rser.2017.04.095 ◽

2018 ◽

Vol 81 ◽

pp. 1192-1205 ◽

Author(s):

Kadir Amasyali ◽

Nora M. El-Gohary

Keyword(s):

Energy Consumption ◽

Building Energy ◽

Data Driven ◽

Building 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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Data-Driven Approaches for Prediction and Classification of Building Energy Consumption

10.1007/978-981-16-2778-1_2 ◽

2021 ◽

pp. 11-45

Author(s):

Yixuan Wei ◽

Xingxing Zhang ◽

Yong Shi

Keyword(s):

Energy Consumption ◽

Building Energy ◽

Data Driven ◽

Building Energy Consumption

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Investigating the Effect of Inter-letter Spacing Modulation on Data-Driven Detection of Developmental Dyslexia Based on Eye-Movement Correlates of Reading: A Machine Learning Approach

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

10.1007/978-3-030-68796-0_34 ◽

2021 ◽

pp. 467-481

Author(s):

János Szalma ◽

Kathleen Kay Amora ◽

Zoltán Vidnyánszky ◽

Béla Weiss

Keyword(s):

Machine Learning ◽

Eye Movement ◽

Developmental Dyslexia ◽

Data Driven ◽

Learning Approach ◽

Machine Learning Approach

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Predicting Building Energy Consumption by Time Series Model Based on Machine Learning and Empirical Mode Decomposition

2020 5th IEEE International Conference on Big Data Analytics (ICBDA) ◽

10.1109/icbda49040.2020.9101335 ◽

2020 ◽

Author(s):

Dandan Liu ◽

Qiangqiang Yang ◽

Fang Yang

Keyword(s):

Machine Learning ◽

Time Series ◽

Energy Consumption ◽

Empirical Mode Decomposition ◽

Building Energy ◽

Time Series Model ◽

Building Energy Consumption ◽

Model Based ◽

Mode Decomposition

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