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1-4 of 4
Keywords: machine learning
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. May 2025, 6(2): 021001.
Paper No: JESBC-24-1051
Published Online: December 11, 2024
..., and long-term continuous simulation, making use of the fast simulation time of the ANN to evaluate the performance of ICDH at variable outdoor air conditions and building cooling loads. Also, additional machine learning methods should be evaluated to find if alternative approaches can provide better...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. August 2023, 4(3): 031002.
Paper No: JESBC-23-1012
Published Online: September 8, 2023
...@qatar.tamu.edu 30 04 2023 16 08 2023 16 08 2023 08 09 2023 energy efficiency scheduling solar energy sustainable manufacturing machine learning demand-side management optimization photovoltaics smart buildings sustainability The pressing need to mitigate greenhouse...
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...