Bing Dong, Ph.D.Candidate
Center for Building Performance and Diganostics
Department of Architecture

Carnegie Mellon University
College of Fine Arts
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  PUBLICATION

PROFILE
INVITED TALKS
TEACHING
AWARDS
Publications

Referred Journal Papers

1. Dong B., Andrews, B. Lam, K.P. Hoynck, M., Chiou, Y.S. Zhang, R. and Benitez, D., An Information Technology Enabled Sustainability Test-Bed (ITEST) For Occupancy Detection Through An Environmental Sensing Network£¬Energy and Buildings, Vol. 42(7).2010

2. Yezioro A., Dong B. and Leite F., An applied artificial intelligence approach towards assessing building performance simulation tools£¬Energy and Buildings, Vol. 40(4), 2008

3. Dong B., Lee S.E., Sapar M.H.,A holistic utility bill analysis method for baselining whole commercial building energy consumption in Singapore, Energy and Buildings, Vol. 37 (2), pp.167-172, 2005

4. Dong B., Chen C., Lee S.E., Applying support vector machines to predict building energy consumption in the tropics, Energy and Buildings, Vol 37(5) pp.545-553. , 2005.

5. Dong B., Dai T., Necessary and Feasibility of Intelligent Reconstruction for Built-Quarter, City &Building Intelligent System, Vol.5 No.2, 2002 (Chinese)

Peer-reviewed Conferences

1. Dong, B. Non-Linear Optimal Controller Design for building HVAC Systems. IEEE Multi-Conference on Systems and Control. Yokohama, Japan. September, 2010.

2. Jiang X.Q. and Dong, B. and Sweeeney, L. Temporal Maximum Margin Markov Network Proceedings of ECML-PKDD 2010. Barcelona, Spain. September, 2010. (Acceptance rate:16%)

3. Dong, B., Y.B. Yu and Y. Hu, Simulation-based Hybrid Ventilation System Design and Evaluation Proceedings of 1st International High Performance Building Conference, Purdue University, July, 2010.

4. Jiang X.Q. and Dong, B. Adaptive Gaussian Process for Short-Term Wind Speed Forecasting Proceedings of 19th European Conference on Artificial Intelligence - ECAI 2010. Lisbon, Portugal.September, 2010.(Acceptance rate:20%)

5. Dong, B. Yue B.Y. and Karaguzel. O. Application of system identification and numerical optimization to a floor radiant heating control in a Solar House. Proceedings of CLIMA 2010, Antalya, Turkey.

6. Dong, B. and Andrew, B. Sensor-based Occupancy Behavioral Pattern Recognition for Energy and Comfort Management in Intelligent Buildings. Proceedings of Building Simulation ¡¯2009, an IBPSA Conference, Glasgow, U.K.

7. Lam K.P. Hoynck, M. Dong, B., Andrews, B. Chiou, Y.S. Zhang, R. and Benitez, D. Occupancy Detection through An Extensive Environmental Sensor Network in an Open-plan Office Building. Proceedings of Building Simulation ¡¯2009, an IBPSA Conference, Glasgow, U.K.

8. Lam K.P. Hoynck, M. Zhang, R., Andrews, B. Chiou, Y.S. Dong B. and Benitez, D. Information-theoretic Environmental Features Selection for Occupancy Detection in Open Offices. Proceedings of Building Simulation ¡¯2009, an IBPSA Conference, Glasgow, U.K.

9. Dong B., Lam K.P., Huang Y.C., Dobbs G M. A comparative study of the IFC and gbXML informational infrastructures for data exchange in computational design support environments. Proceedings of Building Simulation ¡¯2007, an IBPSA Conference, Beijing, P.R.China.

10. Dong B., Lee S.E., Sapar M.H. An overview of utility bills analysis methods for predicting building energy consumption in the tropical region. World Sustainable Building Conference, Sept.27-29, 2005, Tokyo, Japan.

11. Dong B., Lee S.E., M.H.Sapar, H.S. Sun, Applying neural networks to predict building energy consumption in Singapore. Proceedings of international conference on Control, Automation and Systems, Aug. 27-29, 2004, Bangkok, Thailand.

12. Dong B., Lee S.E., Evaluating utility bill analysis method for baselining whole building energy consumption in Singapore, Proceedings of International conference on energy efficiency buildings, April 19-21, 2004, Frankfurt, German.

Peer-reviewed Workshops

1. Jiang, X.Q., Dong B. and Sweeeney, L., From Sensor Network to Social Network- A Study on the Energy Impact in Buildings, Analyzing Networks and Learning With Graphs,organized by Edoardo Airoldi, Jure Leskovec, Jon Kleinberg, Josh Tenenbaum. A workshop in conjunction with the 22nd Annual Conference on Neural Information Processing Systems (NIPS) December 11-12, 2009, Whistler, BC, Canada.

Under Review