Le Xie Associate Professor, Department of Electrical and Computer Engineering, Texas A&M University

Le Xie Associate Professor, Department of Electrical and Computer Engineering, Texas A&M University 3128 TAMU, 301H WEB College Station, Texas 77843 Voice: 979-845-7563 Fax: 979-845-6259 Le.xie@tamu.edu http://www.ece.tamu.edu/~lxie INTERESTS EDUCATION Data-driven modeling, estimation and control of complex systems with focus on power/energy grid; Theory and application of cyber-physical systems; Mechanism design and empirical study of low carbon electricity markets; Engineering, economics, and public policy for renewable energy integration. Carnegie Mellon University, Pittsburgh, PA Ph.D. in Electrical and Computer Engineering December 2009 Dissertation title: A Framework for Distributed Decision Making in Electric Energy Systems with Intermittent Resources Harvard University, Cambridge, MA S.M. in Engineering Sciences June 2005 Tsinghua University, Beijing, China B.E. in Electrical Engineering July 2004 Minor in English Language PROFESSIONAL EXPERIENCE Texas A&M University, College Station TX Associate Professor (with Tenure), Electrical and Computer Engineering, 2015- Assistant Professor, Electrical and Computer Engineering, 2010 2015 Carnegie Mellon University, Pittsburgh, PA Research and Teaching Assistant, Electric Energy Systems Group, 2005 2009 Edison Mission Energy Marketing and Trading, Boston MA Intern Researcher, California Market Redesign and Technology Upgrade (MRTU) network and dispatch modeling, June 2007 August 2007 Independent System Operator (ISO) New England, Holyoke MA Intern Researcher, Power Market Dispatch Monitoring, June 2006 August 2006 HONORS AND AWARDS National Science Foundation CAREER Award, 2012 Invited Recorder, National Research Council Study on Analytical Foundations of Electric Grid, 2015 (confirmed) Invited Participant, US National Academy of Engineering Japan-America Frontiers of Engineering Symposium, 2011 US Department of Energy Ralph E. Powe Junior Faculty Enhancement Award, Oak Ridge Associated Universities, 2012 Best Paper Award, IEEE SmartGridComm, Nov 2012 (Role: Co-author and Advisor) Best Student Paper Award, North American Power Symposium, Sep 2012 (Role: Coauthor and Advisor) 1

PUBLICATIONS (Mentored students are designated with asterisk*) Third Prize, Graduate Student Poster Contest, IEEE Power and Energy Society General Meeting, 2010 (Role: Co-author and Advisor) Texas A&M Engineering (TEES) Select Young Faculty Fellow, 2013 Texas A&M Dean of Engineering Excellence Award, 2015 Best Poster Prize, Power Systems Engineering Research Center IAB Meeting, May 2014 (Role: Co-author and Advisor) Fellowship, Carnegie Institute of Technology, 2005 Excellent Graduate, City Government of Beijing, 2004 Hong Kong Hang Seng Bank Overseas Scholarship, 2004 Monograph [B1] M.D. Ilić, L. Xie, and Q. Liu, editors, Engineering IT-Based Electricity Services of the Future: The Tale of Two Low-cost Green Azores Islands, Springer, 2013. Book Chapters [BC4] L. Xie, Y. Gu*, and M.D. Ilić, Look-Ahead Model-Predictive Generation Dispatch Methods, in M.D. Ilić, L. Xie, and Q. Liu, editors, Engineering IT-Enabled Sustainable Electricity Services: The Tale of Two Low-cost Green Azores Island, Springer, 2013 (to appear). [BC3] J. Joo, Y. Gu*, J. Donadee, L. Xie, and M.D. Ilić, Look-Ahead Model-Predictive Generation and Demand Dispatch for Managing Uncertainties, in M.D. Ilić, L. Xie, and Q. Liu, editors, Engineering IT-Enabled Sustainable Electricity Services: The Tale of Two Low-cost Green Azores Island, Springer, 2013 (to appear). [BC2] L. Xie, D.-H. Choi*, S. Kar, and H. V. Poor, Bad data detection in smart grid: a distributed approach. in H.V. Poor, Z. Han, and E. Hossain, editors, Smart Grid Communications and Networking, Cambridge University Press, 2012. [BC1] L. Xie and M.D. Ilić, Module-based interactive protocol for integrating wind energy resources with guaranteed stability. in R.R. Negenborn, Z. Lukszo, and J. Hellendoorn, editors, Intelligent Infrastructures, Springer, Berlin, Germany 2010. Journals (Submitted, under review) [JS4] S. Feng* and L. Xie, E-STATCOM-enabled Mitigation of Forced Oscillation in Electric Power Systems, IEEE Transactions on Power Delivery, submitted. [JS3] D-H. Choi* and L. Xie, Data Perturbation-Based Sensitivity Analysis of Real- Time Look-Ahead Economic Dispatch, IEEE Transactions on Power Systems (submitted, under 2 nd round of review) [JS2] D-H. Choi* and L. Xie, Impact of Power System Network Topology Errors on Real-Time Locational Marginal Price, Journal of Modern Power Systems and Clean Energy (submitted, under 2 nd round of review) [JS1] D.-H. Choi and L. Xie, A Framework for Sensitivity Analysis of Data Quality on Home Energy Management System, Energy (submitted) 2

Journals (Published or Accepted) [J41] X. Geng* and L. Xie, Learning the LMP-Load Coupling From Data: A Support Vector Machine Based Approach, IEEE Transactions on Power Systems (to appear). [J40] D-H. Choi* and L. Xie, Economic Impact Assessment of Topology Data Attacks with Virtual Bids, IEEE Transactions on Smart Grid (accepted, to appear). [J39] Y. Zhang* and L. Xie, A Transient Stability Assessment Framework in Power Electronic-interfaced Distribution Systems, IEEE Transactions on Power Systems (accepted, to appear). [J38] E. Mayhorn*, L. Xie, and K. Butler-Purry, Multi-time Scale Coordination of Distributed Energy Resources in Isolated Power Systems, IEEE Transactions on Smart Grid (accepted, to appear). [J37] Y. Gu* and L. Xie, Stochastic Look-Ahead Economic Dispatch With Variable Generation Resources, IEEE Transactions on Power Systems, accepted to appear. [J36] A. Thatte* and L. Xie, A Metric and Market Construct of Inter-temporal Flexibility in Time-coupled Economic Dispatch, IEEE Transactions on Power Systems (accepted, to appear). [J35] Y. Zhang*, K. Ding, and L. Xie, Interactive Control of Coupled Microgrids for Guaranteed Small Signal Stability, IEEE Transactions on Smart Grid (accepted, to appear). [J34] M. Wu*, L. Xie, L. Cheng, and R. Sun, A Study on the Impact of Wind Farm Spatial Distribution on Power System Sub-synchronous Oscillations, IEEE Transactions on Power Systems (accepted, to appear in 2016). [J33] Y. Bai*, H. Zhong, Q. Xia, C. Kang, and L. Xie, A Decomposition Method for Network-constrained Unit Commitment with AC Power Flow Constraints, Energy (accepted, to appear in 2016). [J32] X. Lai*, L. Xie, H. Zhong and Q. Xia, Decentralized Multi-Area Economic Dispatch via Dynamic Multiplier-based Lagrangian Relaxation, IEEE Transactions on Power Systems (accepted, to appear in 2015). [J31] Y. Zhang* and L. Xie, Online Dynamic Security Assessment of Microgrid Interconnections in Smart Distribution Systems, IEEE Transactions on Power Systems (accepted, to appear in 2015). [J30] O. Urquidez* and L. Xie, Singular Value Sensitivity Based Optimal Control of Embedded VSC-HVDC for Quasi-Static Voltage Stability Enhancement, IEEE Transactions on Power Systems (accepted, to appear in 2015). [J29] A. Thatte*, C. Yang*, and L. Xie, Multi-time-scale Data-driven Spatio-temporal Forecast of Photovoltaic Generation, IEEE Transactions on Sustainable Energy (accepted, to appear in 2015) 3

[J28] G. Lee, Y. Ding, M. G. Genton, and L. Xie, Power Curve Estimation with Multivariate Environmental Factors for Inland and Offshore Wind Farms, Journal of the American Statistical Association (accepted). [J27] O. Urquidez* and L. Xie, Smart Targeted Locating of VSC based Embedded HVDC via Line Shadow Price Weighting, IEEE Transactions on Smart Grid (to appear). [J26] H. Zhong*, Q. Xia, C. Kang, L. Xie, W. He, and H. Zhang, Integrated Dispatch of Generation and Load: A Pathway Towards the Smart Grid, Electric Power Systems Research (accepted, to appear). [J25] L. Xie, Y. Chen*, and P. R. Kumar, Dimensionality Reduction of Synchrophasor Data for Early Anomaly Detection: Linearized Analysis, IEEE Transactions on Power Systems, Vol. 29, No. 6, pp. 2784-2794, Nov. 2014. [J24] D.-H. Choi* and L. Xie, Sensitivity Analysis of Real-Time Locational Marginal Price to SCADA Sensor Data Corruption, IEEE Transactions on Power Systems (accepted, to appear). [J23] G. Lee, Y. Ding, L. Xie, and M. G. Genton, Kernel Plus Method for Quantifying Wind Turbine Performance Upgrades, Wind Energy (accepted, to appear). [J22] L. Xie, Y. Gu*, X. Zhu, and M. G. Genton, Short-term Spatio-temporal Wind Power Forecast in Robust Look-ahead Power System Dispatch, IEEE Transactions on Smart Grid, Vol. 5, No. 1, pp. 511-520, Jan 2014. [J21] X. Zhu, M. G. Genton, Y. Gu*, and L. Xie, Space-time wind speed forecasting for improved power system dispatch (with discussion), TEST Spanish Society of Statistics and Operations Research, 2014 (to appear). [J20] A. Thatte* and L. Xie, D. E. Viassolo, and S. Singh, Risk Measure based Robust Bidding Strategy for Arbitrage using a Wind Farm and Energy Storage, IEEE Transactions on Smart Grid, Vol. 4, No. 4, pp. 2191-2199, Dec. 2013. [J19] Y. Gu* and L. Xie, Fast Sensitivity Analysis Approach to Assessing Congestion Induced Wind Curtailment, IEEE Transactions on Power Systems, Vol. 29, No. 1, pp. 101-110, Jan 2014. [J18] M. Falahi, H.-M. Chou, M. Ehsani, L. Xie, and K. Butler-Purry, Potential Power Quality Benefits of Electric Vehicles, IEEE Transactions on Sustainable Energy, Vol. 4, No. 4, pp. 1016-1023, October 2013. [J17] D.-H. Choi* and L. Xie, Ramp-induced Data Attacks on Look-ahead Dispatch in Real-time Power Markets, IEEE Transactions on Smart Grid, Vol. 4, No. 3, pp. 1235-1243, September 2012. [J16] H. Zhong*, L. Xie, and Q. Xia, Coupon Incentive-based Demand Response: Theory and Case Study, IEEE Transactions on Power Systems, Vol. 28, No. 2, pp. 1266-1276, May 2013.. 4

[J15] Y. Gu* and L. Xie, Early Detection and Optimal Corrective Measures of Power System Insecurity in Enhanced Look-ahead Dispatch, IEEE Transactions on Power Systems, Vol. 28, No. 2, pp. 1297-1307, May 2013. [J14] L. Xie, D.-H. Choi*, S. Kar, and H. V. Poor, Fully Distributed State Estimation for Wide-Area Monitoring Systems, IEEE Transactions on Smart Grid, Vol. 3, No. 3, pp. 1154-1169, September 2012. [J13] L. Xie, Y. Chen*, and H. Liao, Distributed online monitoring of quasi-static voltage collapse in multi-area power systems, IEEE Transactions on Power Systems, Vol. 27, No. 4, pp. 2271-2279, Nov 2012. [J12] A. Thatte* and L. Xie, Towards a Unified Operational Value Index of Energy Storage in Smart Grid Environment, IEEE Transactions on Smart Grid, Vol. 3, No. 3, pp. 1418-1426, September 2012. [J11] S. Wang, L. Cui, J. Que, D.-H. Choi*, X. Jiang, S. Cheng, and L. Xie, A Randomized Response Model for Privacy Preserving Smart Metering, IEEE Transactions on Smart Grid, Vol. 3, No. 3, pp. 1317-1324, September 2012. [J10] L. Xie, Y. Gu, A. Eskandari, and M. Ehsani, Fast MPC-based coordination of wind power and battery energy storage systems, Journal of Energy Engineering, Vol. 138, pp. 43-43, June 2012. [J9] L. Rao, X. Liu, L. Xie, and W. Liu, Coordinated Energy Cost Management of Distributed Internet Data Centers in Smart Grid, IEEE Transactions on Smart Grid, Vol. 3, No. 1, pp. 50-58, March 2012. [J8] Lei Rao, Xue Liu, L. Xie, Zhan Pang, Hedging Against Uncertainty: A Tale of Internet Data Center Operations Under Deregulated Electricity Market, IEEE Transactions on Smart Grid, Vol. 2, No. 3, pp. 555-563, Sep 2011. [J7] L. Xie, Y. Mo, and B. Sinopoli, Integrity Data Attacks in power market operations, IEEE Transactions on Smart Grid, Vol. 2, No. 4, pp. 659-666, Dec 2011. [J6] M.D. Ilić, L. Xie and J. Joo, Efficient coordination of wind power and priceresponsive demand Part I: theoretical foundations, IEEE Transactions on Power Systems, Vol. 26, No. 4, pp. 1875-1884, Nov 2011. [J5] M.D. Ilić, L. Xie and J. Joo, Efficient coordination of wind power and priceresponsive demand Part II: case studies, IEEE Transactions on Power Systems, Vol. 26, No. 4, pp. 1885-1893, Nov 2011. [J4] L. Xie, P. M. S. Carvalho, L. A. F. M. Ferreira, J. Liu, B. Krogh, N. Popli, and M. D. Ilić, Wind energy integration in power systems: operational challenges and possible solutions, Proceedings of the IEEE, Vol. 99, No. 1, pp. 214-232, January 2011. [J3] M.D. Ilić, J. Joo, L. Xie and M. Prica, A decision making framework and simulator for sustainable electric energy systems, IEEE Transactions on Sustainable Energy Vol. 2, No. 1, pp. 37-49, January 2011. 5

[J2] M. D. Ilić, L. Xie, U. A. Khan and J. M. F. Moura, Modeling, sensing and control of future cyber-physical energy systems, IEEE Transactions on Systems, Man and Cybernetics: Part A: Systems and Humans, Vol. 40, No. 4, pp. 825-838, July 2010. [J1] L. Xie and M. D. Ilić, Structure-preserving dynamical model and distributed stabilization of electricity infrastructures with renewable energy resources, International Journal of Critical Infrastructures, Vol. 6, No. 2, pp. 131-147, 2010. Conference Publications [C65] B. Wiseman*, Y. Chen*, L. Xie, and P. R. Kumar, PMU-based Reduced-order Modeling of Power System Dynamics via Selective Modal Analysis, IEEE Transmission & Distribution Conference & Exposition Proceedings, 2016. [C64] Abhishek Halder, Xinbo Geng*, Fernando A. C. C. Fontes, P. R. Kumar, L. Xie, Optimal Power Consumption for Demand Response of Thermostatically Controlled Loads, IEEE Conference on Decision and Control, 2016 (under review) [C63] H. Ming*, and L. Xie, Revenue Adequacy of Wholesale Electricity Markets with Demand Response Providers, IEEE Power and Energy Society General Meeting, 2016. [C62] A. Thatte*, Y. Li*, and L. Xie, Managing System Ramp Flexibility by Utilizing Price-Responsive Demand: An Empirical Assessment, Hawaii International Conference on System Sciences, 2016. [C61] R. Singh, L. Xie, and P. R. Kumar, On Storage and Renewables: A Theory of Sizing and Uncertainty, IEEE Power and Energy Society General Meeting, 2015. [C60] A. Thatte* and L. Xie, A Robust Model Predictive Control Approach to Coordinating Wind and Storage for Joint Energy Balancing and Frequency Regulation Services, IEEE Power and Energy Society General Meeting, 2015. [C59] X. Geng* and L. Xie, A Data-driven Approach to Identifying System Pattern Regions in Market Operations, IEEE Power and Energy Society General Meeting, 2015. [C58] S. Chang*, L. Xie, and J. Dumas, A Reserve Forecast-based Approach to Determining Credit Collateral Requirements in Electricity Markets, IEEE Power and Energy Society General Meeting, 2015. [C57] J. An, P. R. Kumar, and L. Xie, On Transfer Function Modeling of Price Responsive Demand: An Empirical Study, IEEE Power and Energy Society General Meeting, 2015. [C56] H. Zhong, L. Xie, Q. Xia, C. Kang, and S. Rahman, Multi-stage coupon incentive-based demand response in two-settlement electricity markets, Proceedings of the Sixth Conference on Innovative Smart Grid Technologies (ISGT 2015). [C55] R. Singh, K. Ma, A. Thatte*, P. R. Kumar, and L. Xie, A theory for the economic operation of a smart grid with stochastic renewables, demand response and 6

storage, IEEE 54 th Conference on Decision and Control, 2015. [C54] S. Gao, L. Xie, A. Solar-Lezama, D. Serpanos, and H. Shrobe, Automated Vulnerability Analysis of AC State Estimation under Constrained False Data Injection in Electric Power Systems, IEEE 54 th Conference on Decision and Control, 2015. [C53] A. Thatte* and L. Xie, A Two-layered Framework for Robust Dispatch with Transmission Constraints, Hawaii International Conference on System Sciences, 2015. [C52] Y. Chen*, L. Xie, and P. R. Kumar, Integrating PMU data-driven and physicsbased analytics for power system operations, Asilomar Conference on Signals, Systems, and Computers, Nov 2014 (invited). [C51] Y. Chen*, L. Xie, and P. R. Kumar, Power System Event Classification via Dimensionality Reduction of Synchrophasor Data, Eighth IEEE Sensor Array and Multichannel Signal Processing Workshop, June 2014. [C50] O. Urquidez* and L. Xie, Rectangular Representation of FACTS Devices in the ACOPF Problem, North American Power Symposium, Pullman, WA, 2014. [C49] H. Ming* and L. Xie, Analysis of Coupon Incentive-Based Demand Response with Bounded Consumer Rationality, North American Power Symposium, Pullman, WA, 2014. [C48] A. Thatte*, D-H. Choi*, and L. Xie, Analysis of Locational Marginal Prices in Look-Ahead Economic Dispatch, 18 th Power System Computation Conference, Wroclaw, Poland, 2014. [C47] K. Ma, L. Xie, and P. R. Kumar, A Layered Architecture for EV Charging Stations Based on Time Scale Decomposition, IEEE SmartGridComm, 2014. [C46] G. Sharma, L. Xie, and P. R. Kumar, Optimal demand response for thermal inertial loads employing stochastic renewables: A privacy respecting architecture and its continuum scaling limit, IEEE 53 rd Conference on Decision and Control, 2014. [C45] Q. Yan, I. Manickam, M. Kezunovic, and L. Xie, A multi-tiered real-time pricing algorithm for electric vehicle charging stations, IEEE Transportation Electrification Conference, June 2014. [C44] X. Lai*, Q. Xia, and L. Xie, Inter-area Power Exchange Preserving Multi-area Economic Dispatch, IEEE Power and Energy Society General Meeting, July 2014. [C43] M. S. Modarresi * and L. Xie, An Operating Reserve Risk Map for Quantifiable Reliability Performances in Renewable Power Systems, IEEE Power and Energy Society General Meeting, July 2014. [C42] A. Thatte*, X. Sun, and L. Xie, Robust Optimization Based Economic Dispatch for Managing System Ramp Requirement, Hawaii International Conference on System Sciences, 2014. [C41] G. Sharma, L. Xie, and P. R. Kumar, Optimal Demand Response: Continuum 7

Limit of a Privacy-Based Architecture, 51st Annual Allerton Conference on Communication, Control, and Computing, 2013 (invited). [C40] S. Zhao, L. Xie, and C. Singh, Cross-Correlation Study of Onshore/Offshore Wind Generation and Load in Texas, 2013 North American Power Symposium. [C39] G. Sharma, L. Xie, and P. R. Kumar, On the Optimality of De-Synchronized Demand Response with Stochastic Renewables and Inertial Thermal Loads, 52nd IEEE Conference on Decision and Control (CDC 2013, invited). [C38] G. Sharma, L. Xie, and P. R. Kumar, Large population optimal demand response for thermostatically controlled inertial loads, IEEE SmartGridComm 2013. [C37] D.-H. Choi* and L. Xie, Impact Analysis of Locational Marginal Price Subject to Power System Topology Errors, IEEE SmartGridComm 2013. [C36] Y. Gu*, X. Wang, and L. Xie, Horizontal Decomposition-based Stochastic Dayahead Reliability Unit Commitment, IEEE Power and Energy Society General Meeting 2013. [C35] Y. Zhang*, Y. Chen*, and L. Xie, Multi-scale Integration and Aggregation of Power System Modules for Dynamic Security Assessment, IEEE Power and Energy Society General Meeting 2013. [C34] Y. Chen*, L. Xie, and P. R. Kumar, Dimensionality reduction and early event detection using online synchrophasor data, IEEE Power and Energy Society General Meeting 2013. [C33] L. Xie, L. Cheng, and Y. Gu*, Reliability Assessment at Day-ahead Operating Stage in Power Systems with Wind Generation, Hawaii International Conference on System Sciences, 2013. [C32] D.-H. Choi* and L. Xie, Malicious Ramp-induced Temporal Data Attack in Power Market with Look-ahead Dispatch, Proceedings of IEEE SmartGridComm 2012 (The Best Paper Award). [C31] C. Yang*, and L. Xie, A Novel ARX-based Multi-scale Spatiotemporal Solar Power Forecast Model, North American Power Symposium, 2012 [C30] O. A. Urquidez*, and L. Xie, Targeted Conversion of AC lines to DC lines for Improved Power System Dispatch, North American Power Symposium, 2012 (The Best Paper Award). [C29] A. A. Thatte*, Le Xie and D. E. Viassolo, Robust optimization based bidding strategy for wind power plants and energy storage in electricity markets, 2012 IEEE Power and Energy Society General Meeting (invited). [C28] Y. Gu* and Le Xie, Look-ahead dispatch with forecast uncertainty and infeasibility management, 2012 IEEE Power and Energy Society General Meeting [C27] H. Zhong*, Le Xie, and Q. Xia, Coupon Incentive-based Demand Response 8

(CIDR) in Smart Grid, 2012 IEEE Power and Energy Society General Meeting. [C26] L. Xie, Y. Zhang*, and M. Ilic, Multi-scale Integration of Physics-based and Data-driven Models in Power Systems, ACM/IEEE Third International Conference on Cyber-Physical Systems, Beijing, China, April 2012 (invited). [C25] A. A. Thatte*, F. Zhang* and Le Xie, Frequency Aware Economic Dispatch, 2011 North American Power Symposium. [C24] Y. Gu*, L. Xie, B. Rollow, and B. Hesselbaek, Congestion-induced Wind Curtailment: Sensitivity Analysis and Case Studies, 2011 North American Power Symposium. [C23] D.-H. Choi* and L. Xie, Distributed Bad Data Processing for Wide Area State Estimation, Proceedings of IEEE SmartGridComm 2011. [C22] L. Xie, Y. Gu*, X. Zhu, and M. G. Genton, Power system economic dispatch with spatio-temporal wind forecasts, Proceedings of IEEE EnergyTech 2011. [C21] L. Xie, A. A. Thatte*, and Y. Gu*, Multi-time-scale modeling and analysis of energy storage in power system operations, Proceedings of IEEE EnergyTech 2011. [C20] L. Xie, D.-H. Choi*, and S. Kar, Cooperative distributed state estimation: local observability relaxed, IEEE Power and Energy Society (PES) General Meeting, 2011. [C19] A. Thatte*, F. Zhang*, and L. Xie, Coordination of wind farms and flywheels for energy balancing and frequency regulation, IEEE PES General Meeting, 2011. [C18] L. Xie, X. Luo, and O. Obadina, Quantifying the benefits of look-ahead dispatch in ERCOT systems, IEEE PES General Meeting, 2011 (invited panel paper). [C17] X. Jiang, B. Dong, L. Xie, and L. Sweeney, Adaptive Gaussian process for shortterm wind speed forecasting, 19th European Conference on Artificial Intelligence (ECAI), 2010. [C16] S. Lotfifard, L.Xie, and M. Kezunovic, Quantifying the impact of unscheduled line outages on locational marginal prices, North American Power Symposium 2010 [C15] Y. Xu, L. Xie, and C. Singh, Optimal scheduling and operation of load aggregator with electric energy storage in power markets, North American Power Symposium 2010 [C14] Y. Gu*, and L. Xie, Look-ahead coordination of wind energy and electric vehicles: a market-based approach, North American Power Symposium, 2010. [C13] L. Xie, Y. Mo, and B. Sinopoli, False data injection attacks in electricity markets, 2010 First International Conference on Smart Grid Communications, October 2010 (MIT Technology Review Featured News Oct 7 th 2010). [C12] L. Rao, X. Liu, L. Xie, and W. Liu, Reducing electricity cost: optimization of distributed Internet data centers in a multi-electricity-market environment, Proceedings 9

of IEEE INFOCOM, San Diego, CA, March 2010. [C11] L. Xie and M. D. Ilić, Carbon-concerned economic dispatch: possible formulations and implementations, IEEE PES Transmission and Distribution Conference and Exposition, New Orleans, April 2010. [C10] L. Xie, J. Joo, and M. D. Ilić, Integration of intermittent resources with priceresponsive loads, North American Power Symposium, October 2009. [C9] L. Xie and M. D. Ilić, Model predictive economic/environmental dispatch of power systems with intermittent resources, IEEE PES General Meeting, Calgary, Canada, July 2009. [C8] L. Xie and M. D. Ilić, A module-based approach to integrating wind power for guaranteed power system stability, First IEEE International Conference on Infrastructure Systems (NGInfra), Rotterdam, The Netherlands, November 2008. [C7] L. Xie and M. D. Ilić, Model predictive dispatch in electric energy systems with intermittent resources, IEEE International Conference on Systems, Man, and Cybernetics, Singapore, October 2008 (invited). [C6] L. Xie and M. D. Ilić, Module-based modeling of cyber-physical power systems, International Workshop on Cyber-Physical Systems, Beijing, 2008. [C5] M. D.Ilić, L. Xie, U. A. Khan, and J.M.F. Moura, Modeling future cyber-physical energy systems, IEEE PES General Meeting, Pittsburgh, PA, July 2008. [C4] L. Xie, J. Ilić and M. D. Ilić, Novel performance index and multi-layered information structure for monitoring quasi-static voltage problems, IEEE PES General Meeting, Tampa, FL, June 2007. [C3] L. Xie and M. D. Ilić, Dynamic aggregation for monitoring and decision making in electric power systems, International Workshop and Conference on Network Sciences, New York City, NY, May 2007. [C2] L. Xie, J. Ilić and M. D. Ilić, Towards grid modernization through enhanced communications and computing: novel performance index and information structure for monitoring voltage problems, North American Power Symposium (NAPS), 2006. [C1] J. Ilić, L. Xie and M. D. Ilić, Critical voltage monitoring using sensitivity and optimal information machine learning, NAPS, September 2006. PATENT DISCLOSURES [P6] O. Urquidez* and L. Xie, Smart Location Targeting for Power Flow Control Devices via Electricity Price Weighting, Disclosure of invention, Texas A&M Office of Technology and Commercialization, January 13, 2013. [P5] L. Xie and Y. Gu*, Algorithms for Early Detection and Optimal Corrective Measures of Power System Insecurity using Look-ahead Dispatch, Disclosure of invention, Texas A&M Office of Technology and Commercialization, May 11, 2012. [P4] L. Xie and H. Zhong*, Coupon Incentive-based Methods and Systems for 10

Electricity Demand Response, Disclosure of invention, Texas A&M Office of Technology and Commercialization, November 19, 2011. [P3] M. D. Ilić, J. Joo, and L. Xie, Adaptive load management in support of wind power integration, Disclosure of invention, Carnegie Mellon Technology Transfer Office, provisional filing with the United States Patent and Trademark Office, September 2010. [P2] M. D. Ilić and L. Xie, Model predictive dispatch and control of intermittent resources in electric energy systems, Disclosure of invention, Carnegie Mellon Technology Transfer Office, provisional filing with the United States Patent and Trademark Office, December 2008. [P1] M. D. Ilić, L. Xie, U. A. Khan and J. M. F. Moura, A multi-time scale dynamic load model estimator in the electric power system, Disclosure of invention, Carnegie Mellon Technology Transfer Office, provisional filing with the United States Patent and Trademark Office, July 2008. TEACHING EXPERIENCE SELECTED INVITED TALKS Department of Electrical and Computer Engineering, Texas A&M University ECEN 689 Data Sciences for Modern Power Systems (New Course), Fall 2015 ECEN 415/715 Physical and Economical Operations of Sustainable Energy Systems, Spring 2016, Spring 2015, Spring 2014, Fall 2012, Fall 2011 ECEN 459 Power System Fault Analysis and Protection, Spring 2013 ECEN 214 Fundamentals of Electrical Engineering, Spring 2011/2012 (core course) ECEN 614 Power System State Estimation, Fall 2010 (course enrollment 26, course evaluation 4.8/5), Fall 2014 ECEN 689 Engineering and Economics of Competitive Power Systems, Spring 2010 (new course developed) Closing the Loop around Data Indian Institute of Science, Bangalore, July 2015. University of Minnesota, May 2015 Carnegie Mellon University, March 2015 University of Texas at San Antonio, Nov 2014 Today s Research for Tomorrow s Grid Keynote Speech, Tsinghua University, Oct 2014 Metrics and Construct of Inter-Temporal Flexibility for Sustainable Power Systems Tsinghua University, July 2014 Integrating Big Data for Physical and Market Operations State Grid of China, July 2014 Shanghai Tech University, July 2014 King Abdullah University of Science and Technology, November 2013 Electric Reliability Council of Texas, October 2013 California Independent System Operator, June 2013 PJM Interconnections, July 2013 China Southern Grid Research Institute, Guangzhou, China, July 2013 Integrating Data-driven and Physics-based Models for Predictive Operations in Sustainable Electric Energy Systems ACM eenergy Workshop on Control, Communication and Computation for Smart Grid, 11

2015 University of California, at Berkeley, June 2013 Tsinghua University, Beijing, China, July 2013 Rensselaer Polytechnic Institute, November 2013 Carnegie Mellon University, March 2014 Stanford University, May 2014 Targeted Conversion of AC Lines to DC for Enhanced Grid Dispatch ABB Corporate Research Center-United States, Raleigh, North Carolina, August 2012 Big Data-driven Distributed Predictive Analytics for Future Grid China Southern Power Grid, Shenzhen, China, June 2012 Look-ahead Dispatch with Spatio-Temporal Wind Forecast: Theory and ERCOT Case Study Tsinghua University, April 2012 32 nd CNLS Annual Conference, Santa Fe, New Mexico, May 2012 Wide Area Dispatch and Monitoring in Electric Energy Systems via Distributed Information Processing Texas A&M University, October 2011 Chinese Academy of Sciences, June 2012 Look-ahead Coordination of Distributed Resources in Electric Energy Systems Pacific Northwest National Laboratory, August 2011 Look-ahead Dispatch in ERCOT: Case Study IEEE Power and Energy Society General Meeting Panel on Smart Dispatch for Grid and Market Management, Detroit, MI, July 2011 Impact of Bad/Malicious Data Attacks on Electricity Market Operations Lund Center for Control of Complex Engineering Systems, Lund University, Lund, Sweden, May 2011 A Framework for Distributed Decision Making in Electric Energy Systems with Intermittent Resources Arizona State University, April 2011 Distributed Look-ahead Coordination of Intermittent Resources and Storage in Electric Energy Systems Los Alamos National Laboratory, US Department of Energy, May 2011 A Framework for Distributed Decision Making in Electric Energy Systems with Intermittent Resources Princeton University, January 2011 Look-ahead Coordination of Variable Generation and Price Responsive Demands Electric Reliability Council of Texas (ERCOT), November 2010 Emission-Concerned Economic Dispatch with Intermittent Resources MIT Joint Program on the Science and Policy of Global Change, MIT, October 2010 12

A Smart Grid Simulator: Illustration on a Small IEEE System (joint talk with Professor Marija Ilić) International Conference on Computational Sustainability, MIT, June 2010 A Framework for Distributed Decision Making in Electric Energy Systems with Intermittent Resources University of California, Berkeley, June 2010 McGill University, Montreal, Canada, April 2009 Texas A&M University, April 2009 and April 2010 Model Predictive Dispatch in Electric Energy Systems with Intermittent Resources Electric Energy Systems Group, Carnegie Mellon University, October 2008 PROFESSIONAL ACTIVITIES Recorder, National Research Council Workshop on Analytic Research Foundations for the Next-generation Electric Grid, 2015. Secretary, IEEE PES Research Subcommittee, 2016- Founding Chair, IEEE PES AMPS Subcommittee on Big Data & Analytics, 2015- Founding Chair, IEEE PES Working Group on Big Data Analytics for Grid Operations, 2013-2015 Editor, IEEE Transactions on Smart Grid, 2011- Founding Editorial Board, Foundations and Trends on Electric Energy Systems, 2014- Co-Chair, 2014 IEEE Power and Energy Society General Meeting Panel on Challenges and Solutions of Big Data for Power System Operations Chair, 2014 IEEE Power and Energy Society General Meeting Panel on System Economic/Technical Benefits of Unconventional Transmission Provision: Transmission Switching, Embedded HVDC, and Others Co-chair, Symposium on the Whole Picture-Sense, Communicate, Compute, Control, IEEE SmartGridComm, 2013 Co-Chair, 2013 IEEE Power and Energy Society General Meeting Panel on Big Data for Improved Grid Operations, 2013 Chair, 2011 IEEE Power and Energy Society General Meeting Panel on Time-coupled Look-ahead Dispatch Co-Chair, International Federation of Automatic Control World Congress Special Session The role of model predictive control in smart grids, Italy, August 2011 Reporter, NSF Cyber-Physical Energy Systems Workshop, 2013 Organizing Committee Chair, National Science Foundation I/UCRC Workshop on Transportation and Electricity Convergence, October 2010 13

Service and Writing Committee, NSF Cyber-Physical Energy Systems Workshop, 2009 Faculty Mentor, NSF Research Experience for Undergraduates at Texas A&M, 2011 NSF Panel Review, Directorate for Engineering, June 2010, February 2011, March 2013 Reviewer, Proceedings of the IEEE, IEEE Transactions on Power Systems, IEEE Transactions on Smart Grids, IEEE Transactions on Sustainable Energy, IEEE Transactions on Circuits and Systems Part I: Regular Papers, European Transactions on Electrical Power Program Committee Member, The 2011 IEEE International Conference on Networking, Sensing and Control (ICNSC 2011) The 2010 IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing Technical Program Committee Member, 2013 International Conference on Cyber- Physical Systems Technical Program Committee Member, The 2011 IEEE SmartGridComm Member, IEEE Power and Energy Society, System Economics Subcommittee, Computer and Analytical Methods Subcommittee, 2009 Present Session Chair, INFORMS Annual Meeting, Austin TX, 2010 Faculty Advisor, IEEE PES/PELS/IAS Student Chapter at Texas A&M, 2010 Founding Faculty Advisor, Texas A&M Energy Club, 2010 Co-founder and President, Carnegie Mellon Electric Energy Club, 2009 Founding Faculty Advisor, Society of Asian Scientists & Engineers Texas A&M Chapter, 2013- Panel Organizer, Role of student energy organizations, Carnegie Mellon University Electricity Conference, 2009 14