PMP CAP Xin Liang Mobile phone:+852 6795 2241 +8618802000585 E-Mail:liangxinpku@gmail.com ■Education 08/2013-08/2016 PhD of Management Science and Engineering Building and Real Estate Department,Hong Kong Polytechnic University 09/2007-07/2010 Master of Electronic Engineering major GPA 3.81/4.0 Communication and Information system,Peking University 09/2003-07/2007 Bachelor of Science in Electronic Engineering major GPA 3.84/4.0 Electronic Engineering Department,Peking University 09/2003-0712007 Bachelor of Economics major GPA 3.50/4.0 Center of China Economics Research(CCER).Peking University ■Research Experience 08/2015-01/2016 Berkeley Lawrence National Laboratory,Data Analysis Berkley,USA >Involved in the Project"Anex 66:Energy related occupant behavior in buildings" ● Occupants in buildings significantly influence energy consumption,however,it is very difficult to analyze occupant behaviors because of their stochastic characteristics, ● First integrate occupant behaviors and energy consumption of buildings in a simulation tool;Used artificial intelligence(Al)model to simulate occupant behaviors;Quantitatively analyze influence of occupant behavior. First used 3D tool to visualize influence of occupant behavior in buildings >Involved in the Project "Research on building energy consumption based on data mining method" The research is aim to find pattern of energy consumption based on a database of an office building First used data mining and machine learning technology to identify occupant behavior pattern and link it to the energy consumption of building. Results are generated to illustrate the pattern of occupant behavior and energy consumption 07/2013-present Hong Kong Polytechnic University,Al System Development HK,China >Involved in the Project "Multi-agent based decision support system for green retrofit" The first project funded by CNSF in Department of Building and Real Estate;Building sector account for 50%energy consumption and 80%of which is from operation phase.Therefore,green retrofit is an essential method to save energy. ● First used two-mode social network analysis to reveal relationship among stakeholders Designed the first artificial intelligent platform for decision support system of green retrofit. 03/2009-06/2010 New Remote Communication System on Super Low Frequency BJ,China >1 of the 2 most important national projects in 2009; >Optimized algorithm of MSK demodulation,adapting to the signal in deep ocean; 09/2006-02/2008 Integration service of Satellite communication network BJ,China >Researched into this National Project independently as an undergraduate; >Optimized algorithm of Equalization for Satellite,and simulated on Matlab platform; >Improved .the system efficiency up to 146% 03/2008-02/2009 Motorola A/S,Software Engineer Aalborg,Denmark >Was selected among 200+applicants from all over the world; >Designed and realized battery management system,which was a totally new function in cell phone based on IEEE 2008 standard.The project were all original; >The first team to finish this new function,exceeded rival firms,Nokia,Samsung,etc:
08/2013-08/2016 09/2007-07/2010 09/2003-07/2007 09/2003-07/2007 PhD of Management Science and Engineering Building and Real Estate Department, Hong Kong Polytechnic University Master of Electronic Engineering major GPA 3.81/4.0 Communication and Information system, Peking University Bachelor of Science in Electronic Engineering major GPA 3.84/4.0 Electronic Engineering Department, Peking University Bachelor of Economics major GPA 3.50/4.0 Center of China Economics Research (CCER), Peking University 08/2015-01/2016 Berkeley Lawrence National Laboratory, Data Analysis Berkley, USA Involved in the Project “Anex 66: Energy related occupant behavior in buildings” Occupants in buildings significantly influence energy consumption, however, it is very difficult to analyze occupant behaviors because of their stochastic characteristics, First integrate occupant behaviors and energy consumption of buildings in a simulation tool; Used artificial intelligence (AI) model to simulate occupant behaviors; Quantitatively analyze influence of occupant behavior. First used 3D tool to visualize influence of occupant behavior in buildings Involved in the Project “Research on building energy consumption based on data mining method” The research is aim to find pattern of energy consumption based on a database of an office building First used data mining and machine learning technology to identify occupant behavior pattern and link it to the energy consumption of building. Results are generated to illustrate the pattern of occupant behavior and energy consumption 07/2013-present Hong Kong Polytechnic University, AI System Development HK, China Involved in the Project “Multi-agent based decision support system for green retrofit” The first project funded by CNSF in Department of Building and Real Estate; Building sector account for 50% energy consumption and 80% of which is from operation phase. Therefore, green retrofit is an essential method to save energy. First used two-mode social network analysis to reveal relationship among stakeholders Designed the first artificial intelligent platform for decision support system of green retrofit. 03/2009-06/2010 New Remote Communication System on Super Low Frequency BJ, China 1 of the 2 most important national projects in 2009; Optimized algorithm of MSK demodulation, adapting to the signal in deep ocean; 09/2006-02/2008 Integration service of Satellite communication network BJ, China Researched into this National Project independently as an undergraduate; Optimized algorithm of Equalization for Satellite, and simulated on Matlab platform; Improved .the system efficiency up to 146% 03/2008-02/2009 Motorola A/S, Software Engineer Aalborg, Denmark Was selected among 200+ applicants from all over the world; Designed and realized battery management system, which was a totally new function in cell phone based on IEEE 2008 standard. The project were all original; The first team to finish this new function, exceeded rival firms, Nokia, Samsung, etc; PMP ®, CAP ® Mobile phone: +852 6795 2241 +86 1880 200 0585 E-Mail: liangxinpku@gmail.com Education Xin Liang Research Experience
■Nork Experience 07/2010-07/2013 Guangdong Electric Power Design institute,Technology Consultant GZ,China >Involved in the Project"The 12th 5-year-plan of China Southern Grid secondary system"as a coordinator and main consultant This plan won the highest prize of consultant in electricity industry in 2012. >Involved in the Project "Research of communication solutions in smart grid"as a main consultant The first research in smart grid,and won innovation award in China South Grid >Involved in the Project"China Southern Grid video conference system"as a main designer This project won the technology progress award in China South Grid. ■Activities 04/2015-present Student Chapter of International Council for Building President 09/2015-present Berkeley Chinese Students and Scholars Association Secretary 07/2014 Innovation Competition in Construction and Management Team Leader ■Awards 12/2012 >First Prize of consultant in Electricity Power Industry 02/2012 >Excellent Employee in Guangdong Electric Power Design Institute(2 out of 30) 02/2011 >Excellent League member in Guangdong Electric Power Design Institute 11/2005 >Xiang Jiu Scholarship for good academic performance,1 out of 70 students 11/2005,2006 >Excellent All-round Student of Peking University,2 out of 70 students 05/2005 >Excellent Volunteer in Peking University,20 students in total ■Publications Liang,X.,Shen,G.Q.,Guo,L.(2015).Improving management of green retrofits from a stakeholder perspective:a case study in china.International Journal of Environmental Research Public Health,12(11), 13823-13842.(SCI Index,impact factor 2.063) Liang,X.,Shen,G.Q,&Bu,S.(Accepted,in publication process).Multi-agent systems in construction:a ten-year review.Journal of Computing in Civil Engineering(SCI Index,impact factor 1.268) Liang,X.,Shen,G.Q.P,Bu,S.(2014).A Bayesian Approach for Best Practice Recommendations in Collaborative Designs of Construction Projects.ICCREM 2014 Smart Construction and Management in the Context of New Technology (pp.721-732).ASCE. Liang,X.,Shen,G.Q.P.,&Bu,S.(Accepted,in publication process).The Interrelation Between Stakeholders And Critical Success Factors:A Case Study For Green Retrofit In China.WBC 2016 Liang,X.,Peng,Y.,Shen,G.Q.A Game Theory Based Analysis of Decision Making for Green Retrofit under Different Occupancy Types.(journal paper,under review in Journal ofCleaner Production) Liang,X.,Hong,T.,Shen,G.Q.Occupancy data analytics and prediction:a case study.(journal paper,under review in Building and Environment) Liang,X.,Hong,T.,Shen,G.Q.Improving prediction of building energy use with occupancy data.(journal paper,under review in Applied Energy) Bu,S.,Shen,G.Q.P.,Liang,X.(2015).Literature Review of Green Retrofit Design for Commercial Buildings with BIM Implication.Smart and Sustainable Built Environment Vol.4 Iss:2 Guo,L.,Bu,S.S.,Zhu,Z.G.,Su,Y.F.,Liang,X.(2014).The research of BIM theory applied in decision making of commercial building green retrofit.Applied Mechanics Materials,667,68-71 ■Skills >Language:Fluent in English (1 year work experience in Europe) >Computer:Proficient in MS Excel,PowerPoint,Visio, >Professional skills:Matlab,Data Mining,Machine Learning,Agent-based simulation Certifications:PMP(Project Management Professional).CAP(Certified Analytics Professional)
07/2010-07/2013 Guangdong Electric Power Design institute, Technology Consultant GZ, China Involved in the Project "The 12th 5-year-plan of China Southern Grid secondary system" as a coordinator and main consultant This plan won the highest prize of consultant in electricity industry in 2012. Involved in the Project " Research of communication solutions in smart grid" as a main consultant The first research in smart grid, and won innovation award in China South Grid Involved in the Project " China Southern Grid video conference system " as a main designer This project won the technology progress award in China South Grid. 04/2015-present Student Chapter of International Council for Building President 09/2015-present Berkeley Chinese Students and Scholars Association Secretary 07/2014 Innovation Competition in Construction and Management Team Leader 12/2012 02/2012 02/2011 First Prize of consultant in Electricity Power Industry Excellent Employee in Guangdong Electric Power Design Institute (2 out of 30) Excellent League member in Guangdong Electric Power Design Institute 11/2005 11/2005,2006 05/2005 Xiang Jiu Scholarship for good academic performance, 1 out of 70 students Excellent All-round Student of Peking University, 2 out of 70 students Excellent Volunteer in Peking University, 20 students in total Liang, X., Shen, G. Q., & Guo, L. (2015). Improving management of green retrofits from a stakeholder perspective: a case study in china. International Journal of Environmental Research & Public Health, 12(11), 13823-13842. (SCI Index, impact factor 2.063) Liang, X., Shen, G. Q., & Bu, S. (Accepted, in publication process). Multi-agent systems in construction: a ten-year review. Journal of Computing in Civil Engineering (SCI Index, impact factor 1.268) Liang, X., Shen, G. Q. P., & Bu, S. (2014). A Bayesian Approach for Best Practice Recommendations in Collaborative Designs of Construction Projects. ICCREM 2014 Smart Construction and Management in the Context of New Technology (pp.721-732). ASCE. Liang, X., Shen, G. Q. P., & Bu, S. (Accepted, in publication process). The Interrelation Between Stakeholders And Critical Success Factors: A Case Study For Green Retrofit In China. WBC 2016 Liang, X., Peng, Y., & Shen, G. Q. A Game Theory Based Analysis of Decision Making for Green Retrofit under Different Occupancy Types. (journal paper, under review in Journal of Cleaner Production) Liang, X., Hong, T., & Shen, G. Q. Occupancy data analytics and prediction: a case study. (journal paper, under review in Building and Environment) Liang, X., Hong, T., & Shen, G. Q. Improving prediction of building energy use with occupancy data. (journal paper, under review in Applied Energy) Bu, S., Shen, G. Q. P., & Liang, X. (2015). Literature Review of Green Retrofit Design for Commercial Buildings with BIM Implication. Smart and Sustainable Built Environment Vol. 4 Iss: 2 Guo, L., Bu, S. S., Zhu, Z. G., Su, Y. F., & Liang, X. (2014). The research of BIM theory applied in decision making of commercial building green retrofit. Applied Mechanics & Materials, 667, 68-71. Language: Fluent in English ( 1 year work experience in Europe) Computer: Proficient in MS Excel, PowerPoint, Visio, Professional skills: Matlab, Data Mining, Machine Learning, Agent-based simulation Certifications: PMP® (Project Management Professional), CAP® (Certified Analytics Professional) Skills Activities Awards Work Experience Publications