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Keywords: machine learning
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Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. November 2022, 3(4): 041002.
Paper No: JESBC-22-1014
Published Online: December 20, 2022
... network building energy zero-energy buildings machine learning energy forecasting energy consumption sustainability simulation ANNs are mapping algorithms inspired by the human brain. The brain is made up of billions of neurons, each connected to thousands of other neurons. ANNs are driven...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. February 2021, 2(1): 011004.
Paper No: JESBC-20-1021
Published Online: February 1, 2021
... and diagnosis (FDD) for heating, ventilation, and air conditioning (HVAC) systems for a long time, very few publications have focused on scalability and low cost. To address this challenge, we will propose an approach that focuses on control system data. Several machine learning algorithms are introduced...