Xuesong (Pine) Liu
Research Assistant Professor, Civil and Environmental Engineering
BioResearch Assistant Professor Xuesong (Pine) Liu’s research centers on the investigation of big data analytics to manage, visualize and process building information that are maintained in heterogeneous sources and formats. Liu focuses on using building information to improve facilities management’s decision making in the operation and maintenance of high performance buildings. Particularly, he develops approaches that integrate data from building information modeling and building automation systems. Artificial intelligence is then used to analyze the performance of these assets.
Liu holds a bachelors degree in Civil Engineering from Tsinghua University (Beijing, China), a Masters of Civil & Environmental and a Masters of Information Technology – Software Engineering from Carnegie Mellon University. In 2012 he completed his PhD in Civil Engineering at Carnegie Mellon University. From 2012 to 2015, Liu served as the Asset Preservation Manager at the Dept. of Facilities Management Services. He also taught three graduate courses on programming, computational approaches and building information modeling as an adjunct professor in CEE.
PhD 2012 - Carnegie Mellon University
MS 2008 & 2009 - Carnegie Mellon University
BS 2007 - Tsinghua University
Research Group: AIS
Areas of Interest
- Big data analytics for high performance building operation and maintenance
- Building Information Modeling for facilities management
- Building automation systems standardization
- Building automation systems fault detection and diagnosis
Liu, X., B. Akinci, Garrett, J. and Bergés, M. (2014). "Domain-Specific Querying Formalisms for Retrieving Information about HVAC Systems," ASCE Journal of Computing in Civil Engineering, Special Issue on Special Issue on Computational Approaches to Understand and Reduce Energy Consumption in the Built Environment, 2014, 28:1, 40-49
Liu, X., B. Akinci, Garrett, J. and Bergés, M. (2013). "Extending The Information Delivery Manual Approach to Identify Information Requirements For Performance Analysis of HVAC Systems," Advanced Engineering Informatics, Volume 27, Issue 4, October 2013, Pages 496-505.
Liu, X., B. Akinci, Garrett, J. and Bergés, M. (2012). "An Integrated Performance Analysis Framework for HVAC Systems Using Heterogeneous Data Models and Building Automation Systems," 4th ACM Workshop On Embedded Systems For Energy-Efficiency In Buildings 2012, 6, November 2012, Toronto, Canada.
Liu, X., M. Eybpoosh, B. Akinci (2012). "Developing As-built Building Information Model Using Construction Process History Captured by a Laser Scanner and a Camera," Construction Research Congress 2012, 21-23, May 2012, West Lafayette, IN, U.S.
Akcamete, A., Liu, X., B. Akinci, and Garrett, J. (2011). "Integrating and Visualizing Maintenance and Repair Work Orders In BIM: Lessons Learned From A Prototype," CONVR 2011, International Conference On Construction Applications of Virtual Reality, 3-4, November 2011. Weimar, Germany.
Liu, X. and Akinci, B. (2009) "Requirements and Evaluation of Standards for Integration of Sensor Data with Building Information Models," 2009 ASCE International Workshop on Computing in Civil Engineering, June 24-27, 2009, Austin, TX, U.S.