Interactive effects of hyperparameter optimization techniques and data characteristics on the performance of machine learning algorithms for building energy metamodeling

Author:

Si Binghui,Ni Zhenyu,Xu Jiacheng,Li Yanxia,Liu Feng

Funder

National Natural Science Foundation of China

Jiangsu Province Natural Science Foundation

Ministry of Education of the People's Republic of China Humanities and Social Sciences Youth Foundation

Publisher

Elsevier BV

Reference78 articles.

1. Adjusting energy consumption structure to achieve China's CO2 emissions peak;Xu;Renew. Sustain. Energy Rev.,2020

2. Thin film coated windows towards low/zero carbon buildings: adaptive control of solar, thermal, and optical parameters;Cuce;Sustain. Energy Technol. Assessments,2021

3. UV coated acrylics as a substitute for generic glazing in buildings of Indian climatic conditions: prospective for energy savings, CO2 abatement, and visual acceptability;Maduru;Energy Build.,2022

4. Sustainable ventilation strategies in buildings: CFD research;Cuce;Sustain. Energy Technol. Assessments,2019

5. Renewable energy potential towards attainment of net-zero energy buildings status–a critical review;Christopher;J. Clean. Prod.,2023

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