ORCA
Online Research @ Cardiff

Browse by Current Cardiff authors

Number of items: 18.

Zhang, Wuxia, Calautit, John, Tien, Paige Wenbin, Wu, Yupeng and Wei, Shuangyu 2024. Deep learning models for vision-based occupancy detection in high occupancy buildings. Journal of Building Engineering 98 , 111355. 10.1016/j.jobe.2024.111355

Wei, Shuangyu, Tien, Paige, Zhang, Wuxia, Wei, Zhichen, Wang, Zu and Calautit, John Kaiser 2024. DeepVision based detection for energy-efficiency and indoor air quality enhancement in highly polluted spaces. Journal of Building Engineering 84 , 108530. 10.1016/j.jobe.2024.108530

Wei, Zhichen, Calautit, John Kaiser, Wei, Shuangyu and Tien, Paige Wenbin 2024. Real-time clothing insulation level classification based on model transfer learning and computer vision for PMV-based heating system optimization through piecewise linearization. Building and Environment 253 , 111277. 10.1016/j.buildenv.2024.111277

Wang, Zu, Calautit, John, Tien, Paige Wenbin, Wei, Shuangyu, Zhang, Wuxia, Wu, Yupeng and Xia, Liang 2023. An occupant-centric control strategy for indoor thermal comfort, air quality and energy management. Energy and Buildings 285 , 112899. 10.1016/j.enbuild.2023.112899

Tien, Paige Wenbin, Wei, Shuangyu, Calautit, John Kaiser, Darkwa, Jo and Wood, Christopher 2022. Enhancing the detection performance of a vision-based window opening detector. Cleaner Energy Systems 3 , 100038. 10.1016/j.cles.2022.100038

Pincott, James, Tien, Paige Wenbin, Wei, Shuangyu and Calautit, John Kaiser 2022. Indoor fire detection utilizing computer vision-based strategies. Journal of Building Engineering 61 , 105154. 10.1016/j.jobe.2022.105154

Tien, Paige Wenbin, Wei, Shuangyu, Darkwa, Jo, Wood, Christopher and Calautit, John Kaiser 2022. Machine learning and deep learning methods for enhancing building energy efficiency and indoor environmental quality - a review. Energy and AI 10 , 100198. 10.1016/j.egyai.2022.100198

Wei, Shuangyu, Tien, Paige Wenbin, Chow, Tin Wai, Wu, Yupeng and Calautit, John Kaiser 2022. Deep learning and computer vision based occupancy CO2 level prediction for demand-controlled ventilation (DCV). Journal of Building Engineering 56 , 104715. 10.1016/j.jobe.2022.104715

Wang, Zu, Calautit, John, Wei, Shuangyu, Tien, Paige Wenbin and Xia, Liang 2022. Real-time building heat gains prediction and optimization of HVAC setpoint: an integrated framework. Journal of Building Engineering 49 , 104103. 10.1016/j.jobe.2022.104103

Wei, Shuangyu, Tien, Paige Wenbin, Wu, Yupeng and Calautit, John Kaiser 2022. A coupled deep learning-based internal heat gains detection and prediction method for energy-efficient office building operation. Journal of Building Engineering 47 , 103778. 10.1016/j.jobe.2021.103778

Tien, Paige Wenbin, Wei, Shuangyu, Calautit, John Kaiser, Darkwa, Jo and Wood, Christopher 2022. Real-time monitoring of occupancy activities and window opening within buildings using an integrated deep learning-based approach for reducing energy demand. Applied Energy 308 , 118336. 10.1016/j.apenergy.2021.118336

Tien, Paige Wenbin, Wei, Shuangyu, Liu, Tianshu, Calautit, John, Darkwa, Jo and Wood, Christopher 2021. 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. Renewable Energy 177 , pp. 603-625. 10.1016/j.renene.2021.05.155

Wei, Shuangyu and Calautit, John 2021. Development of deep learning-based equipment heat load detection for energy demand estimation and investigation of the impact of illumination. International Journal of Energy Research 45 (5) , pp. 7204-7221. 10.1002/er.6306

Tien, Paige Wenbin, Wei, Shuangyu and Calautit, John 2020. A computer vision-based occupancy and equipment usage detection approach for reducing building energy demand. Energies 14 (1) , 156. 10.3390/en14010156

Calautit, John Kaiser, O'Connor, Dominic, Tien, Paige Wenbin, Wei, Shuangyu, Pantua, Conrad Allan Jay and Hughes, Ben 2020. Development of a natural ventilation windcatcher with passive heat recovery wheel for mild-cold climates: CFD and experimental analysis. Renewable Energy 160 , pp. 465-482. 10.1016/j.renene.2020.05.177

Tien, Paige Wenbin, Wei, Shuangyu, Calautit, John Kaiser, Darkwa, Jo and Wood, Christopher 2020. A vision-based deep learning approach for the detection and prediction of occupancy heat emissions for demand-driven control solutions. Energy and Buildings 226 , 110386. 10.1016/j.enbuild.2020.110386

Wei, Shuangyu, Tien, Paige Wenbin, Calautit, John Kaiser, Wu, Yupeng and Boukhanouf, Rabah 2020. Vision-based detection and prediction of equipment heat gains in commercial office buildings using a deep learning method. Applied Energy 277 , 115506. 10.1016/j.apenergy.2020.115506

Shahzad, Sally, Calautit, Katrina, Wei, Shuangyu, Tien, Paige W., Calautit, John and Hughes, Ben 2020. Analysis of the thermal comfort and energy performance of a thermal chair for open plan office. Journal of Sustainable Development of Energy, Water and Environment Systems 8 (2) , pp. 373-395. 10.13044/j.sdewes.d7.0298

This list was generated on Wed May 28 04:50:34 2025 BST.