A review of the-state-of-the-art in data-driven approaches for building energy prediction Y Sun, F Haghighat, BCM Fung Energy and Buildings 221, 110022, 2020 | 336 | 2020 |
Artificial intelligence powered large-scale renewable integrations in multi-energy systems for carbon neutrality transition: Challenges and future perspectives Z Liu, Y Sun, C Xing, J Liu, Y He, Y Zhou, G Zhang Energy and AI 10, 100195, 2022 | 94 | 2022 |
Experimental and numerical study of a vertical earth-to-air heat exchanger system integrated with annular phase change material Z Liu, ZJ Yu, T Yang, M El Mankibi, L Roccamena, Y Sun, P Sun, S Li, ... Energy Conversion and Management 186, 433-449, 2019 | 71 | 2019 |
Advanced controls on energy reliability, flexibility, resilience, and occupant-centric control for smart and energy-efficient buildings—a state-of-the-art review Z Liu, X Zhang, Y Sun, Y Zhou Energy and Buildings, 113436, 2023 | 37 | 2023 |
Performance of a self-learning predictive controller for peak shifting in a building integrated with energy storage JT Luo, MM Joybari, K Panchabikesan, Y Sun, F Haghighat, A Moreau, ... Sustainable Cities and Society 60, 102285, 2020 | 28 | 2020 |
Enhancement in peak shifting and shaving potential of electrically heated floor residential buildings using heat extraction system Y Sun, K Panchabikesan, MM Joybari, D Olsthoorn, A Moreau, ... Journal of Energy Storage 18, 435-446, 2018 | 17 | 2018 |
Trade-off between accuracy and fairness of data-driven building and indoor environment models: A comparative study of pre-processing methods Y Sun, F Haghighat, BCM Fung Energy 239, 122273, 2022 | 16 | 2022 |
In-Processing fairness improvement methods for regression Data-Driven building Models: Achieving uniform energy prediction Y Sun, BCM Fung, F Haghighat Energy and Buildings 277, 112565, 2022 | 8 | 2022 |
Heating demand and indoor air temperature prediction in a residential building using physical and statistical models: a comparative study Y Sun, MM Joybari, K Panchabikesan, A Moreau, M Robichaud, ... IOP Conference Series: Materials Science and Engineering 609 (7), 072022, 2019 | 8 | 2019 |
Development of advanced controllers to extend the peak shifting possibilities in the residential buildings Y Sun, K Panchabikesan, F Haghighat, JT Luo, A Moreau, M Robichaud Journal of Building Engineering 43, 103026, 2021 | 7 | 2021 |
Platform development of BIM-based fire safety management system considering the construction site Y Yang, Y Sun, M Chen, Y Zhou, R Wang, Z Liu Buildings 12 (8), 1268, 2022 | 6 | 2022 |
The generalizability of pre-processing techniques on the accuracy and fairness of data-driven building models: A case study Y Sun, BCM Fung, F Haghighat Energy and Buildings 268, 112204, 2022 | 6 | 2022 |
Experimental analysis and model verification of a new earth-to-air heat exchanger system Z Liu, L Roccamena, M El Mankibi, ZJ Yu, T Yang, Y Sun, P Sun, S Li, ... 2018 4th International Conference on Renewable Energies for Developing …, 2018 | 5 | 2018 |
Heat Extraction System for Augmenting the Heating and Peak Shifting Ability of Electrically Heated Floor Residential Buildings Y Sun Concordia University, 2018 | 3 | 2018 |
Fairness-aware data-driven-based model predictive controller: A study on thermal energy storage in a residential building Y Sun, F Haghighat, BCM Fung Journal of Energy Storage 87, 111402, 2024 | | 2024 |
Social and economic analysis of integrated building transportation energy system Z Liu, Y Sun, R Huang Advances in Digitalization and Machine Learning for Integrated Building …, 2024 | | 2024 |
Hybrid energy storages in buildings with artificial intelligence Y Sun, Z Liu Advances in Digitalization and Machine Learning for Integrated Building …, 2024 | | 2024 |
Fairness-Aware Regression Models for Building Energy Prediction to Achieve Uniform Performance Y Sun, F Haghighat, BCM Fung International Conference on Building Energy and Environment, 1541-1549, 2022 | | 2022 |
Fairness-Aware Data-Driven Building Models (DDBMs) and Their Application in Model Predictive Controller (MPC) Y Sun Concordia University, 2022 | | 2022 |
Investigation and analysis of rural residential building envelopes in Hunan, China Z Liu, J Han, Y Sun, G Zhang | | |