ࡱ> _ A=bjbj"z"z ;@f@f35  '''8_3D'p,wwwww %,'(cpepepepepepep$sup?)= ?)?)pwwpq+q+q+?)Fwwcpq+?)cpq+q+2/c_gw)dd.Opp0pdnv)v\_g_gvCk ?)?)q+?)?)?)?)?)pp*?)?)?)p?)?)?)?)v?)?)?)?)?)?)?)?)?) : Guodong Liu One Bethel Valley Road P.O. Box 2008, MS-6007 |Oak Ridge, TN 37831-6007| Email: liug@ornl.gov |Tel: (865)773-5812 Education Ph.D. in Electrical Engineering, The University of Tennessee, Knoxville, USA 08/2009-01/2014 Thesis: "Generation Scheduling for Power Systems with Demand Response and a High Penetration of Wind Energy"; Advisor: K. Tomsovic. M.S. in Electrical Engineering, Huazhong University of Science and Technology, China 08/2007-06/2009 Thesis: "Restoration of Distribution Network with Microgrids; Advisor: Y. Luo B.S. in Electrical Engineering, Shandong University, China 08/2003-06/2007 Emphasis: Computational Methods in Power System Operation Work Experience R&D Staff, at 91 (ORNL) 05/2015- Present Conduct research on various areas of electric power system. Developing proposals related with microgrid and distribution system operation and planning Post-Doctoral Research Associate, at 91 (ORNL) 05/2014- 05/2015 Design Microgrid EMS functions. Test the MEMS on the ORNL DECC system, possibly on the whole ORNL campus system. Developing proposals related with microgrid and distribution system operation and planning. Post-Doctoral Research Associate, at The University of Tennessee, Knoxville 02/2014- 04/2014 Developed basic functions of Microgrid Energy Management System (MEMS), including forecasting, unit commitment and economic dispatch. Proposed special function of MEMS, including islanding mode, voltage/VAR support, unbalanced 3-phase AC power flow and stochastic microgrid bidding strategy in market. Research Experience Microgrid Assisted Design for Remote Areas (MADRA), sponsored by DOE Office of Electricity Delivery and Energy Reliability, DOE/NETL Project # M615000481 09/2015- Present Developed the software body of MADRA which includes two standalone executables: a screening module and a main optimization tool. Test the performance of MADRA (through simulation, hardware testbed emulation, and field design test) and disseminate it for applications by the broader microgrid design/development community. Microgrid Energy Management System (MEMS) and Grid Interface Development, sponsored by DOE Office of Electricity Delivery and Energy Reliability, Microgrid Program 12/2012- Present Defined economic models of components, such as wind turbine, PV, gas turbine, load, PHEV and storage. Developed basic functions of EMS, including forecasting, unit commitment and economic dispatch. Proposed special function of MEMS, including islanding mode, voltage/VAR support, unbalanced 3-phase AC power flow and stochastic microgrid bidding strategy in market. Program the human interface of MEMS Test the MEMS on the ORNL DECC system, possibly on the whole ORNL campus system Robust Unit Commitment with Uncertain Demand Response, sponsored by NSF ECCS-1001999 09/2011- 08/2013 Introduced a new robust unit commitment (UC) model aimed to minimize the generalized social cost, which consists of generation cost and opportunity cost of reduced demand or alternative cost of electricity consumption. Constrained by the worst case, the UC solution of the proposed model is robust against all possible realizations of the modeled uncertain demand response. Reduced or eliminated the occurrence of price spikes under various distributions and high forecast errors of demand price elasticity. Security Constrained Unit Commitment with Demand Response, sponsored by NSF ECCS-1001999 09/2011- 10/2012 Designed a new bidding mechanism for demand response providers in co-optimized energy and reserve market. Formulated a two-stage stochastic security constrained unit commitment problem to clear the market and schedule the energy and spinning reserve. Tested the proposed bidding mechanism and compared it with conventional price responsive demand shifting bids in operating efficiency. Quantify Spinning Reserve in Systems with Significant Wind Power Penetration, sponsored by NSF EEC-1041877 and the Global Climate and Energy Project (GCEP) at Stanford University 08/2009-03/2012 Established probability model of wind speed and wind power. Reviewed methods of integrating wind speed forecast error into day-ahead market clearing. Proposed probability methods of quantify spinning reserve for uniform system reliability considering wind power. Constructed new model of security constrained unit commitment (SCUC) and security constrained economic dispatch (SCED) capable of integrating forecast results of wind speed, load and reliability model of units. Demonstrated the proposed models on 91 Reliability Test System. Restoration of Distribution Network with Microgrid, sponsored by National Natural Science Foundation of China (NSFC) 09/2008-07/2009 Surveyed the methods of automatic reconfiguration of distribution system with distributed generation resources. Developed restoration strategy of distribution network with microgrid. Cascading Failure Analysis of Jiangxi Power Grid Based on Fault Chains Theory, sponsored by Jiangxi Electrical Power Research Institute 07/2008~04/2009 Built the research model of Jiangxi power grid and operation modes Analyzed possible multi-failures on the main power supply routes Proposed measures to prevent large area power blackout Research Interests Power system planning, operation and electricity market simulation Power systems reliability and security assessment Distributed energy resources and demand response management Microgrid planning, energy management and control Large-scale integration of renewable energy resources Optimization methods and its application in power systems Journal Publications G. Liu, T. Ollis, B. Xiao, X. Zhang and K. Tomsovic, Distributed Energy management for Community Microgrids Considering Phase balancing and peak Shaving, IET Generation, Transmission & Distribution, accepted for publication. G. Liu, T. Jiang, T. Ollis, X. Zhang and K. Tomsovic, Distributed energy management for community microgrids considering network operational constraints and building thermal dynamics, Applied Energy, Vol. 239, Apr. 2019, pp. 83-95. Z. Jiang, X. Han, Z. Li, M. Wang, G. Liu, M. Wang, W. Li and T. Ollis, Capacity Optimization of a Centralized Charging Station in Joint Operation With a Wind Farm Energies, Vol. 11, No. 5, May. 2018, 1164. G. Liu, T. Ollis, B. Xiao, X. Zhang and K. Tomsovic, Community Microgrid Scheduling Considering Network Operational Constraints and Building Thermal Dynamics," Energies, Vol. 10, No. 10, Oct. 2017, pp. 1-21. X. Zhang, C. Xu, D. Shi, Z. Wang, Q. Zhang, G. Liu, K. Tomsovic and A. Dimitrovski, The Allocation of Variable Series Reactor Considering AC Constraints and Contingencies. CSEE Journal of Power and Energy Systems, Accepted, Mar. 2018. O. Ceylan, G. Liu and K. Tomsovic, "Coordinated Distribution Network Control of Tap Changer Transformers, Capacitors and PV Inverters," Electrical Engineering, June 2017, pp. 1-14. G. Liu, M. Starke, B. Xiao, and K. Tomsovic, Robust Optimization Based Microgrid Scheduling with Islanding Constraints, IET Generation, Transmission & Distribution, Vol. 11, No. 7 May. 2017, pp. 1820-1828. G. Liu, M. Starke, B. Xiao, X. Zhang and K. Tomsovic, Microgrid Optimal Scheduling with Chance-Constrained Islanding Capability," Electric Power Systems Research, Vol. 145, Feb. 2017, pp. 197-206. G. Liu, Y. Xu and K. Tomsovic, "Bidding Strategy for Microgrid in Day-ahead Market based on Hybrid Stochastic/Robust Optimization," 91 Transactions on Smart Grid, Vol. 7, No. 1, Jan. 2016, pp. 227 - 237. G. Liu and K. Tomsovic, "Robust Unit Commitment Considering Uncertain Demand Response," Electric Power Systems Research, Vol. 119, Feb. 2015, pp. 126-137. G. Liu and K. Tomsovic, "A Full Demand Response Model in Co-Optimized Energy and Reserve Market," Electric Power Systems Research, Vol. 111, Jun. 2014, pp. 6270. G. Liu and K. Tomsovic, "Quantifying Spinning Reserve in Systems with Significant Wind Power Penetration," 91 Transactions on Power Systems, Vol. 27, No. 4, Nov. 2012, pp. 2385 - 2393. Conference Publications G. Liu, T. B. Ollis, N. Stenvig, Y. Xu, Y. Zhang, and K. Tomsovic, Robust Scheduling of Microgrids With Resiliency Constraints, accepted by 2019 91 Power &Energy Society General Meeting (PESGM), Atlanta. GA, Aug 4-8, 2019. G. Liu, T. B. Ollis, B. Xiao, X. Zhang and K. Tomsovic, Networked Microgrids for Improving Economics and Resiliency, Proceedings of the 2018 91 PES General Meeting, Portland, OR, Aug. 5-10, 2018. W. Du, L. Yao, D. Wu, X. Li, G. Liu and T. Yang, Accelerated Distributed Energy management for Microgrids, Proceedings of the 2018 91 PES General Meeting, Portland, OR, Aug. 5-10, 2018. X. Zhang, D. Shi, Z. Wang, J. Huang, X. Wang, G. Liu and K. Tomsovic, Optimal Allocation of Static Var Compensator via Mixed Integer Conic Programming, Proceedings of the 2017 91 PES General Meeting, Chicago, IL, Jul. 16-20, 2017. G. Liu, Z. Li, M. Starke, T. Ollis and K. Tomsovic, Optimal Sizing of Energy Storage for Community Microgrids Considering Building Thermal Dynamics, Proceedings of the 2017 91 PES General Meeting, Chicago, IL, Jul. 16-20, 2017. G. Liu, M. Starke, B. Xiao, X. Zhang and K. Tomsovic, Community Microgrid Scheduling Considering Building Thermal Dynamics, Proceedings of the 2017 91 PES General Meeting, Chicago, IL, Jul. 16-20, 2017. M. Starke, N. Sawyer, B. Dean, M. Smith and G. Liu, Development and Analysis of and Energy Storage Sizing Tool for Residential Development, Proceedings of the 2017 91 PES General Meeting, Chicago, IL, Jul. 16-20, 2017. B. Moradzadeh, G. Liu and K. Tomsovic, "Robust Reconfiguration of A Distribution System," Proceedings of the 50th Hawaii International Conference on System Sciences (HICSS-50, Waikoloa, HI, January 4-7, 2017. G. Liu, M. Starke, B. Xiao, X. Zhang and K. Tomsovic, A New Distributed Optimization for Community Microgrids Scheduling," Proceedings of the 50th Hawaii International Conference on System Sciences (HICSS-50),Waikoloa, HI, January 4-7, 2017 M. Starke, B. Xiao, G. Liu, B. Ollis, P. Irminger, D. King, A. Herron and Y. Xue, Architecture and Implementation of Microgrid Controller, Proceedings of the 2016 91 PES Innovative Smart Grid Technologies Conference (ISGT), Minneapolis, MN, Sep. 6-9, 2016. G. Liu, M. Starke, X. Zhang and K. Tomsovic A MILP-Based Distribution Optimal Power Flow Model for Microgrid Operation," Proceedings of the 2016 91 PES General Meeting, Boston, MA, Jul. 17-21, 2016. G. Liu, B. Xiao, M. Starke, O. Ceylan and K. Tomsovic, A Robust Load Shedding Strategy for Microgrid Islanding Transition," Proceedings of the 2016 91 PES T&D Conference& Exposition, Dallas, TX, May. 2-5, 2016. G. Liu, O. Ceylan, M. Starke and K. Tomsovic, "Advanced Energy Storage Management in Distribution Network," Proceedings of the 49th Hawaii International Conference on System Sciences (HICSS-49), Kauai, HI, Jan. 5-8, 2016. B. Xiao, K. Prabakar, M. Starke, G. Liu, K. Dowling, B. Ollis, P. Irminger, Y. Xu and A. Dimitrovski, "Development of Hardware-in-the-loop Microgrid Testbed," Proceedings of 91 Energy Conversion Congress and Exposition (ECCE 2015), Montreal, Canada, Sept. 20-24, 2015. O. Ceylan, G. Liu, and K. Tomsovic, Parallel Harmony Search Based Distributed Energy Resource Optimization," Proceedings of Intelligent System Applications to Power Systems (ISAP 2015), Porto, Portugal, Sept. 11-16, 2015. G. Liu, O. Ceylan, Y. Xu and K. Tomsovic "Optimal Voltage Regulation for Unbalanced Distribution Networks Considering Distributed Energy," Proceedings of the 2015 91 PES General Meeting, Denver, CO, Jul. 26-30, 2015. O. Ceylan, G. Liu, Y. Xu and K. Tomsovic "Distribution System Voltage Regulation by Distributed Energy Resources," Proceedings of the 2014 North American Power Symposium (NAPS), Pullman, WA, Sept. 7-9, 2014. G. Liu, Y. Xu, O. Ceylan and K. Tomsovic "A New Linearization Method of Unbalanced Electrical Distribution Networks," Proceedings of the 2014 North American Power Symposium (NAPS), Pullman, WA, Sept. 7-9, 2014. G. Liu and K. Tomsovic, "Quantify Spinning Reserve for Uniform System Reliability Considering Wind Power," Proceedings of the 12th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS 2012), Istanbul, Turkey, June 10-14, 2012. A. Wang, Y. Luo and G. Liu, "Analysis of the instability modes caused by the UHV interconnection," Proceedings of the 2009 International Conference on Sustainable Power Generation and Supply (SUPERGEN), Nanjing, 2009, pp. 1-5. 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