Assessing the impact of borehole field data on AI-based deep learning models for heating and cooling prediction
Author:
Publisher
Elsevier BV
Subject
Geology,Geotechnical Engineering and Engineering Geology,Renewable Energy, Sustainability and the Environment
Reference35 articles.
1. Evaluating the techno-economic impact of decarbonizing buildings by using borehole heat exchangers in comparison to fuel-based systems;Ahmed;Energy Sustain. Dev.,2023
2. Ahmed A.A., Assadi M., Kalantar A., Sliwa T.A. Critical review on the use of shallow geothermal energy systems for heating and cooling purposes 2022:1–22.
3. Optimal design, operational controls, and data-driven machine learning in sustainable borehole heat exchanger coupled heat pumps : key implementation challenges and advancement opportunities;Ahmed;Energy Sustain. Dev.,2023
4. Applied Statistical Modeling and Data Analytics. 2018. https://doi.org/10.1016/c2014-0-03954-8.
5. Geothermal heat exchanger energy prediction based on time series and monitoring sensors optimization;Baruque;Energy,2019
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1. Performance prediction of a ground source heat pump system using denoised long short-term memory neural network optimised by fast non-dominated sorting genetic algorithm-II;Geothermics;2024-06
2. Data-driven insights for improved heating and cooling predictions: Impact of input parameters on multivariate deep learning algorithms using geothermal borehole field data;Applied Thermal Engineering;2024-05
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