| Machine learning and deep learning methods for enhancing building energy efficiency and indoor environmental quality–a review PW Tien, S Wei, J Darkwa, C Wood, JK Calautit Energy and AI 10, 100198, 2022 | 82 | 2022 |
| A vision-based deep learning approach for the detection and prediction of occupancy heat emissions for demand-driven control solutions PW Tien, S Wei, JK Calautit, J Darkwa, C Wood Energy and Buildings 226, 110386, 2020 | 78 | 2020 |
| Vision-based detection and prediction of equipment heat gains in commercial office buildings using a deep learning method S Wei, PW Tien, JK Calautit, Y Wu, R Boukhanouf Applied Energy 277, 115506, 2020 | 62 | 2020 |
| Development of a natural ventilation windcatcher with passive heat recovery wheel for mild-cold climates: CFD and experimental analysis JK Calautit, D O’Connor, PW Tien, S Wei, CAJ Pantua, B Hughes Renewable energy 160, 465-482, 2020 | 56 | 2020 |
| Numerical and experimental investigation of the indoor air quality and thermal comfort performance of a low energy cooling windcatcher with heat pipes and extended surfaces JK Calautit, PW Tien, S Wei, K Calautit, B Hughes Renewable energy 145, 744-756, 2020 | 56 | 2020 |
| A deep learning approach towards the detection and recognition of opening of windows for effective management of building ventilation heat losses and reducing space heating demand PW Tien, S Wei, T Liu, J Calautit, J Darkwa, C Wood Renewable Energy 177, 603-625, 2021 | 50 | 2021 |
| A computer vision-based occupancy and equipment usage detection approach for reducing building energy demand PW Tien, S Wei, J Calautit Energies 14 (1), 156, 2020 | 42 | 2020 |
| Deep learning and computer vision based occupancy CO2 level prediction for demand-controlled ventilation (DCV) S Wei, PW Tien, TW Chow, Y Wu, JK Calautit Journal of Building Engineering 56, 104715, 2022 | 35 | 2022 |
| Indoor fire detection utilizing computer vision-based strategies J Pincott, PW Tien, S Wei, JK Calautit Journal of Building Engineering 61, 105154, 2022 | 32 | 2022 |
| Real-time monitoring of occupancy activities and window opening within buildings using an integrated deep learning-based approach for reducing energy demand PW Tien, S Wei, JK Calautit, J Darkwa, C Wood Applied Energy 308, 118336, 2022 | 26 | 2022 |
| Real-time building heat gains prediction and optimization of HVAC setpoint: An integrated framework Z Wang, J Calautit, S Wei, PW Tien, L Xia Journal of Building Engineering 49, 104103, 2022 | 19 | 2022 |
| A coupled deep learning-based internal heat gains detection and prediction method for energy-efficient office building operation S Wei, PW Tien, Y Wu, JK Calautit Journal of Building Engineering 47, 103778, 2022 | 19 | 2022 |
| Analysis of the thermal comfort and energy performance of a thermal chair for open plan office S Shahzad, K Calautit, S Wei, PW Tien, J Calautit, B Hughes Journal of Sustainable Development of Energy, Water and Environment Systems …, 2020 | 19 | 2020 |
| Development and evaluation of a vision-based transfer learning approach for indoor fire and smoke detection J Pincott, PW Tien, S Wei, J Kaiser Calautit Building Services Engineering Research and Technology 43 (3), 319-332, 2022 | 18 | 2022 |
| Occupancy heat gain detection and prediction using deep learning approach for reducing building energy demand PW Tien, S Wei, JK Calautit, J Darkwa, C Wood Journal of Sustainable Development of Energy, Water and Environment Systems …, 2021 | 18 | 2021 |
| A deep learning framework for energy management and optimisation of HVAC systems PW Tien, JK Calautit, J Darkwa, C Wood, S Wei, CAJ Pantua, W Xu IOP Conference Series: Earth and Environmental Science 463 (1), 012026, 2020 | 15 | 2020 |
| A deep learning framework for energy management and optimisation of HVAC systems PW Tien, JK Calautit, J Darkwa, C Wood, S Wei, CAJ Pantua, W Xu IOP Conference Series: Earth and Environmental Science 463 (1), 012026, 2020 | 15 | 2020 |
| An occupant-centric control strategy for indoor thermal comfort, air quality and energy management Z Wang, J Calautit, PW Tien, S Wei, W Zhang, Y Wu, L Xia Energy and Buildings 285, 112899, 2023 | 14 | 2023 |
| Vision-based human activity recognition for reducing building energy demand PW Tien, S Wei, JK Calautit, J Darkwa, C Wood Building Services Engineering Research and Technology 42 (6), 691-713, 2021 | 13 | 2021 |
| Development of deep learning‐based equipment heat load detection for energy demand estimation and investigation of the impact of illumination S Wei, J Calautit International Journal of Energy Research 45 (5), 7204-7221, 2021 | 10 | 2021 |
