Publications

Journals

  • Chong, A, W Xu, S Chao, N-T Ngo (2019). Continuous-time Bayesian calibration of energy models using BIM and energy data, Vol. 194, pp. 177-190. [PDF]
  • Chong, A, K Menberg (2018). Guidelines for the Bayesian calibration of building energy models, Energy and Buildings, Vol. 174, pp. 527-547. [PDF]
  • Yang, J, D L M Kumar, A Pyrgou, A Chong, M Santamouris, D Kolokotsa, S E Lee (2018). Green and cool roofs’ urban heat island mitigation potential in tropical climate, Solar Energy, Vol. 173, pp. 597-609. [PDF]
  • Chong, A, K P Lam, M Pozzi, and J Yang (2017). Bayesian calibration of building energy models for large datasets, Energy and Buildings, Vol. 154, pp.343-355. [PDF]
  • Yang,  J, A Chong, M Santamouris, D Kolokotsa, S E Lee, K W Tham, C Sekhar, and D K W Cheong (2017). Energy utilizability concept as a retrofitting solution selection criteria for buildings, Journal of Civil Engineering and Management, Vol. 23, No. 5, pp. 541-552. [PDF]
  • Xu, W, A Chong, K P Lam, and O T Karaguzel (2016). Improving NSGA-II algorithm performance for integer type multi-objective building system design optimization, Energy and Buildings, Vol. 127, pp. 714-729. [PDF]
  • Chong, A, N H Wong, M Ignatius, and S K Jusuf (2013). Predicting the envelope performance of commercial office buildings in Singapore, Energy and Buildings, Vol. 66, pp. 66-76. [PDF]
  • Wong, N H, and A Chong (2010). Performance evaluation of misting fans in hot and humid climate, Building and Environment, Vol. 45, No. 12, pp. 2666-2678. [PDF]

Conferences

  • Zhang, Z, A Chong, Y Pan, C Zhang, S Lu, K P Lam (2018). A deep reinforcement learning approach to using whole building energy model for HVAC optimal control. In Proceedings of the ASHRAE and IBPSA-USA SimBuild. [PDF]
  • Chong, A, and K P Lam (2017). Comparing MCMC algorithms for the Bayesian calibration of building energy models, In Proceedings of the 15th IBPSA Building Simulation Conference. [PDF]
  • Lam, K P, A Chong, and W Xu (2017). Evidence-based approach to calibration of whole building energy model, In Proceedings of the World Sustainable Built Environment Conference.
  • Chong, A, K P Lam, W Xu, and O T Karaguzel (2016). Imputation of missing values in building sensor data, In Proceedings of the ASHRAE and IBPSA-USA SimBuild. [PDF]
  • Xu, W, K P Lam, A Chong, and O T Karaguzel (2016). Multi-objective optimization of building envelope, lighting and HVAC system designs, In Proceedings of the ASHRAE and IBPSA-USA SimBuild. [PDF]
  • Chong, A, and K P Lam (2015). Uncertainty analysis and parameter estimation of HVAC systems in building energy models, In Proceedings of the 14th IBPSA Building Simulation Conference. [PDF]
  • Chong, A, W Xu, and K P Lam (2015). Uncertainty analysis in building energy simulation: A practical approach, In Proceedings of the 14th IBPSA Building Simulation Conference. [PDF]
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