Green Building / Aircon Management

  • X. Dai, R. Chen, S. Guan, W.-T. Li, and C. Yuen, BuildingGym: An open-source toolbox for AI-based building energy management using reinforcement learning, Building Simulation, Aug 2025.
  • K. Q. Zhou, K. N. A. Fernandob, X. Dai, J. Liu, W.-T. Li, C. H. T. Lee, T. Cheong, U, Very Short-Term Chiller Energy Consumption Prediction Based on Simplified Heterogeneous Graph Convolutional Network, Elsevier, Energy and Buildings, 329, 115249, Feb. 2025.
  • Z. Duygu Tekler, R. Low, C. Yuen, L. Blessing, Plug-Mate: An IoT-based occupancy-driven plug load management system in smart buildings, Building and Environment, vol. 223, Sept 2022, 109472.
  • C. Lork, W.-T. Li, Y. Qin, Y. Zhou, C. Yuen, W. Tushar, T. K. Saha, An Uncertainty-Aware Deep Reinforcement Learning Framework for Residential Air Conditioning Energy Management, Elsevier Applied Energy, vol. 276, Oct 2020, 115426.
  • W.-T. Li, W. Tushar, C. Yuen, B. Ng, S. Tai, K. T. Chew, Energy Efficiency Improvement of Solar Water Heating Systems – An IoT Based Commissioning Methodology, Elsevier Energy and Buildings, vol. 224, Oct 2020, 110231.
  • Z. D. Tekler, R. Low, Y. Zhou, C. Yuen, L. Blessing, C. Spanos, Near-real-time plug load identification using low-frequency power data in office spaces: Experiments and applications, Applied Energy, vol. 275, Oct 2020, 115391.
  • B. Rajasekhar, W. Tushar, C. Lork, Y. Zhou, C. Yuen, N. Pindoriya, K. L. Wood, A Survey of Computational Intelligence Techniques for Air-Conditioners Energy Management, IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 4, Aug 2020, pp. 555-570.
  • R. Raza, N. Ul Hassan, C. Yuen, Determination of Consumer Behavior Based Energy Wastage Using IoT and Machine Learning, Energy and Building, vol. 220, Aug 2020, 110060.
  • Y. Zhou, C. Lork, W.-T. Li, C. Yuen, Y. M. Keow, Benchmarking air-conditioning energy performance of residential rooms based on clustering and regression techniques, Elsevier Applied Energy, vol. 253, 1 Nov. 2019, 113548. [PDF]
  • T. Kannan, C. Lork, W. Tushar, C. Yuen, N. C. Wong, S. Tai, L. Lan, K. L. Wood, Energy Management Strategy for Zone Cooling Load Demand Reduction in Commercial Buildings: A Data Driven Approach, IEEE Transactions on Industry Applications, Nov 2019, vol. 55, pp. 7281-7299.
  • W.-T. Li, S. R. Gubba, W. Tushar, C. Yuen, N. Ul Hassan, H. V. Poor, K. L. Wood, C.-K. Wen, Data Driven Electricity Management for Residential Air Conditioning Systems: An Experimental Approach, IEEE Transactions on Emerging Topics in Computing special issue on Big Data Computing for the Smart Grid, vol. 7, Sept 2019, pp. 380-391.
  • W. Tushar, N. Wijerathne, W.-T. Li, C. Yuen, H. V. Poor, T. K. Saha, and K. L. Wood, Internet of Things for Green Building Management: Disruptive Innovations Through Low-Cost Sensor Technology and Artificial Intelligence, IEEE Signal Processing Magazine Special Issue: Signal Processing and the Internet of Things, vol. 35, Sept 2018, pp. 100 – 110.
  • B. Chai, A. Costa, S. D. Ahipasaoglu, C. Yuen, Z. Yang, Optimal Meeting Scheduling in Smart Commercial Building for Energy Cost Reduction, IEEE Trans. on Smart Grid, vol. 9, July 2018, pp. 3060-3069.
  • W. T. Li, K. Thirugnanam, W. Tushar, C. Yuen, K. T. Chew, Y. F. Tai, Improving the Operation of Solar Water Heating Systems in Green Buildings via Optimized Control Strategies, IEEE TII, vol.14, Apr 2018, pp. 1646-1655.
  • W. Tushar, C. Yuen, W. T. Li, D. Smith, T. Saha, K. L. Wood, Motivational Psychology Driven AC Management Scheme: A Responsive Design Approach, IEEE Trans. on Computational Social Systems, vol. 5, March 2018, pp. 289-301.
  • S. K. Viswanath, C. Yuen, W. Tushar, W.-T. Li, C.-K. Wen, K. Hu, C. Chen, X. Liu, System Design of Internet-of-Things for Residential Smart Grid, IEEE Wireless Communications Magazine – Special Issue on Enabling Wireless Communication and Networking Technologies for the Internet of Things, Oct 2016, pp. 90 – 98.