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Energy and Environment Directorate

Zhenyu Huang

Zhenyu Huang

Pacific Northwest National Laboratory
PO Box 999
Richland, WA 99352
(509) 372-6781

Biography

Zhenyu "Henry" Huang received his B. Eng. from Huazhong University of Science and Technology, Wuhan, China, and Ph.D. degree from Tsinghua University, Beijing, China, in 1994 and 1999, respectively. From 1998 to 2002, he conducted extensive research at McGill University (Canada), the University of Alberta (Canada), and the University of Hong Kong. He is currently a senior research engineer with the Energy and Environment Directorate, Pacific Northwest National Laboratory, Richland, Washington, USA. Dr. Huang has over 80 peer-reviewed publications. His research interests include high performance computing, phasor technology, and power system stability and simulation. Dr. Huang is active in several IEEE Power and Energy Society technical committees. He led the Richland Chapter to win the 2007 IEEE PES Outstanding Small Chapter Award. He is recipient of the 2008 Pacific Northwest National Laboratory Ronald L. Brodzinski’s Award for Early Career Exceptional Achievement and the 2009 IEEE Power and Energy Society Outstanding Young Engineer Award. He can be reached at zhenyu.huang@pnl.gov.

Research Interests

  • Power system stability and control, high-performance computing applications, phasor technology, and power system signal processing.

Education and Credentials

  • Ph.D. Electrical Engineering, Tsinghua University, Beijing, China, 1999
  • BEE Huazhong University of Science and Technology, Wuhan, China, 1994

Affiliations and Professional Service

  • Senior Member of the Institute of Electrical and Electronics Engineers
  • Technical Council Program Chair for the Power System Dynamic Performance Committee
  • IEEE Power and Energy Society (PES) technical committees,

Awards and Recognitions

  • 2008 Pacific Northwest National Laboratory Ronald L. Brodzinski’s Award for Early Career Exceptional Achievement
  • 2009 IEEE PES Outstanding Young Engineer Award.

PNNL Patents

PNNL Publications

2018

  • Huang R., R. Diao, Y. Li, J. Sanchez-Gasca, Z. Huang, B. Thomas, and P.V. Etingov, et al. 2018. "Calibrating Parameters of Power System Stability Models using Advanced Ensemble Kalman Filter." IEEE Transactions on Power Systems 33, no. 3:2895-2905. PNNL-SA-124548. doi:10.1109/TPWRS.2017.2760163
  • Li Y., R. Diao, R. Huang, P.V. Etingov, X. Li, Z. Huang, and S. Wang, et al. 2018. "An Innovative Software Tool Suite for Power Plant Model Validation and Parameter Calibration using PMU Measurements." In IEEE Power & Energy Society General Meeting, July 16-20, 2017, Chicago, Illinois. Piscataway, New Jersey:IEEE. PNNL-SA-121826. doi:10.1109/PESGM.2017.8274654

2017

  • Diao R., S. Jin, F. Howell, Z. Huang, L. Wang, D. Wu, and Y. Chen. 2017. "On Parallelizing Single Dynamic Simulation using HPC Techniques and APIs of Commercial Software." IEEE Transactions on Power Systems 32, no. 3:2225-2233. PNNL-SA-112876. doi:10.1109/TPWRS.2016.2601024
  • Huang R., S. Jin, Y. Chen, R. Diao, B.J. Palmer, Q. Huang, and Z. Huang. 2017. "Faster than Real-Time Dynamic Simulation for Large-Size Power System with Detailed Dynamic Models using High-Performance Computing Platform." In IEEE Power & Energy Society General Meeting, July 16-20, 2017, Chicago, Illinois. Piscataway, New Jersey:IEEE. PNNL-SA-122263. doi:10.1109/PESGM.2017.8274505
  • Huang Z., Z. Tate, S.G. Abhyankar, Z. Dong, S.K. Khaitan, L. Min, and G. Taylor. 2017. "Guest Editorial High Performance Computing (HPC) Applications for a More Resilient and Efficient Power Grid." IEEE Transactions on Smart Grid 8, no. 3:1363-1365. PNNL-SA-126519. doi:10.1109/TSG.2017.2690478
  • Jin S., Z. Huang, R. Diao, D. Wu, and Y. Chen. 2017. "Comparative Implementation of High Performance Computing for Power System Dynamic Simulations." IEEE Transactions on Smart Grid 8, no. 3:1387-1395. PNNL-SA-113488. doi:10.1109/TSG.2016.2647220
  • Makarov Y.V., M.A. Elizondo, J.G. O'Brien, Q. Huang, H. Kirkham, Z. Huang, and M. Chinthavali, et al. 2017. Models and methods for assessing the value of HVDC and MVDC technologies in modern power grids. PNNL-26640. Richland, WA: Pacific Northwest National Laboratory.
  • Yeung Y., A. Pothen, M. Halappanavar, and Z. Huang. 2017. "AMPS: An Augmented Matrix Formulation for Principal Submatrix Updates with Application to Power Grids." SIAM Journal on Scientific Computing 39, no. 5:S809 -- S827. PNNL-SA-119762. doi:10.1137/16M1082755

2016

  • Chen Y., E.B. Fitzhenry, S. Jin, B.J. Palmer, P. Sharma, and Z. Huang. 2016. "An Integrated Software Package to Enable Predictive Simulation Capabilities." In 19th Power Systems Computation Conference (PSCC 2016), June, 20-24 2016, Genoa Italy. Piscataway, New Jersey:IEEE. PNNL-SA-113618. doi:10.1109/PSCC.2016.7540951
  • Jin S., Y. Chen, R. Diao, Z. Huang, W.A. Perkins, and B.J. Palmer. 2016. "Power Grid Simulation Applications Developed Using the GridPACKTM High Performance Computing Framework." Electric Power Systems Research 141. PNNL-SA-115344. doi:10.1016/j.epsr.2016.06.024
  • Makarov Y.V., D. Meng, B. Vyakaranam, R. Diao, B.J. Palmer, and Z. Huang. 2016. "Direct methods to estimate the most limiting voltage level and thermal violations in coordinates of power transfers on critical transmission paths." In 49th Hawaii International Conference on System Sciences (HICSS 2016), January 5-8, 2016, Kauai, Hawaii, 2466-2471. Piscataway, New Jersey:IEEE. PNNL-SA-111006. doi:10.1109/HICSS.2016.308
  • Palmer B.J., W.A. Perkins, Y. Chen, S. Jin, D. Callahan, K.A. Glass, and R. Diao, et al. 2016. "GridPACK™ : A Framework for Developing Power Grid Simulations on High-Performance Computing Platforms." International Journal of High Performance Computing Applications 30, no. 2:223-240. PNNL-SA-109336. doi:10.1177/1094342015607609
  • Sun Y., Z. Hou, D. Meng, N.A. Samaan, Y.V. Makarov, and Z. Huang. 2016. "Quantifying and Reducing Uncertainty in Correlated Multi-Area Short-Term Load Forecasting." In IEEE Power and Energy Society General Meeting (PESGM 2016), July 17-21, 2016, Boston, MA. Piscataway, New Jersey:IEEE. PNNL-SA-114275. doi:10.1109/PESGM.2016.7741272
  • Wang S., R. Huang, Z. Huang, and R. Diao. 2016. Decoupled Modulation Control. PNNL-25450. Richland, WA: Pacific Northwest National Laboratory.

2015

  • Chen Y., K.R. Glaesemann, M.J. Rice, and Z. Huang. 2015. "Integrated State Estimation and Contingency Analysis Software Implementation using High Performance Computing Techniques." In 9th IFAC Symposium on Control of Power and Energy Systems (CPES 2015), December 9-11, 2015, New Delhi, India. IFLAC-PapersOnLine, edited by S Mishra, 48, 227-232. Amsterdam:Elsevier. PNNL-SA-109573. doi:10.1016/j.ifacol.2015.12.382
  • Chen Y., M.J. Rice, K.R. Glaesemann, and Z. Huang. 2015. "Sub-second State Estimation Implementation and its Evaluation with Real Data." In Proceedings of the IEEE Power & Energy General Meeting, July 26-30, 2015, Denver, Colorado. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-106859. doi:10.1109/PESGM.2015.7285996
  • Fan R., Z. Huang, S. Wang, R. Diao, and D. Meng. 2015. "Dynamic State Estimation and Parameter Calibration of DFIG based on Ensemble Kalman Filter." In Proceedings Power & Energy Society General Meeting General Meeting, July 26-30, 2015, Denver, Colorado. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-106783. doi:10.1109/PESGM.2015.7285990
  • Huang Z., N. Zhou, R. Diao, S. Wang, S.T. Elbert, D. Meng, and S. Lu. 2015. "Capturing Real-Time Power System Dynamics: Opportunities and Challenges." In Proceedings of the 2015 Power & Energy Society General Meeting, July 26-30, 2015, Denver, Colorado. Piscataway, New Jersey:IEEE. PNNL-SA-108211. doi:10.1109/PESGM.2015.7286337
  • Jin S., Y. Chen, D. Wu, R. Diao, and Z. Huang. 2015. "Implementation of Parallel Dynamic Simulation on Shared-Memory vs. Distributed-Memory Environments." In 9th IFAC Symposium on Control of Power and Energy Systems (CPES 2015), December 9-11, 2015, New Delhi, India. IFAC-PapersOnLine, edited by S Mishra, 48, 221-226. Amsterdam:Elsevier. PNNL-SA-100015. doi:10.1016/j.ifacol.2015.12.381
  • Makarov Y.V., R. Diao, P.V. Etingov, Z. Hou, Z. Huang, D. Meng, and L.E. Miller, et al. 2015. Stochastic Operations and Planning. PNNL-23680. Richland, WA: Pacific Northwest National Laboratory.
  • Wang P., D.A. Barajas-Solano, E. Constantinescu, S. Abhyankar, D.L. Ghosh, B. Smith, and Z. Huang, et al. 2015. "Probabilistic Density Function Method for Stochastic ODEs of Power Systems with Uncertain Power Input." SIAM/ASA Journal on Uncertainty Quantification 3, no. 1:873-896. PNNL-SA-100191. doi:10.1137/130940050

2014

  • Chen Y., and Z. Huang. 2014. "A High Performance Computing Platform for Performing High-Volume Studies With Windows-based Power Grid Tools." In The 19th World Congress of the International Federation of Automatic Control, August 24-29, 2014, Cape Town, South Africa, 10772-10777. Rondebosch:International Federation of Automatic Control. PNNL-SA-99412.
  • Chen Y., M.J. Rice, K.R. Glaesemann, S. Wang, and Z. Huang. 2014. Sub-Second Parallel State Estimation. PNNL-23830. Richland, WA: Pacific Northwest National Laboratory.
  • Chen Y., S. Jin, M.J. Rice, and Z. Huang. 2014. "Parallel State Estimation Assessment with Practical Data." In IEEE Power & Energy Society General Meeting (PES), July 27-31, 2014. Vancouver, BC. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-99881. doi:10.1109/PESMG.2013.6672742
  • Huang Z., K.P. Schneider, J. Nieplocha, and N. Zhou. 2014. "Estimating Power System Dynamic States Using Extended Kalman Filter." In IEEE PES General Meeting , Conference & Exposition, July 27-31, 2014, National Harbor, MD. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-100167.
  • Huang Z., R. Diao, S. Jin, and Y. Chen. 2014. "Predictive Dynamic Security Assessment through Advanced Computing." In IEEE PES General Meeting, Conference & Exposition, July 27-31, 2014, National Harbor, MD, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-101147. doi:10.1109/PESGM.2014.6938850
  • Makarov Y.V., B. Vyakaranam, D. Wu, Z. Hou, S.T. Elbert, and Z. Huang. 2014. "On the Configuration of the US Western Interconnection Voltage Stability Boundary." In IEEE PES Transmission and Distribution Conference and Exposition, April 14-17, 2014, Chicago, Illinois, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-97919. doi:10.1109/TDC.2014.6863289
  • Makarov Y.V., B. Vyakaranam, Z. Hou, D. Wu, D. Meng, S. Wang, and S.T. Elbert, et al. 2014. Non-iterative Voltage Stability. PNNL-23736. Richland, WA: Pacific Northwest National Laboratory.
  • Wong P.C., Z. Huang, Y. Chen, P.S. Mackey, and S. Jin. 2014. "Visual Analytics for Power Grid Contingency Analysis." IEEE Computer Graphics and Applications 34, no. 1:42-51. PNNL-SA-88323. doi:10.1109/MCG.2014.17
  • Zhang J., G. Welch, G. Bishop, and Z. Huang. 2014. "A Two-Stage Kalman Filter Approach for Robust and Real-Time Power System State Estimation." IEEE Transactions on Sustainable Energy 5, no. 2:629-636. PNNL-SA-98342. doi:10.1109/TSTE.2013.2280246
  • Zhou N., Z. Huang, D. Meng, S.T. Elbert, S. Wang, and R. Diao. 2014. Capturing Dynamics in the Power Grid: Formulation of Dynamic State Estimation through Data Assimilation. PNNL-23213. Richland, WA: Pacific Northwest National Laboratory.

2013

  • Chen Y., S. Jin, M.J. Rice, and Z. Huang. 2013. "Parallel State Estimation Assessment with Practical Data." In IEEE Power and Energy Society General Meeting (PES), July 21-25, 2013, Vancouver, BC, Canada, 1-5. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-92478. doi:10.1109/PESMG.2013.6672742
  • Dosiek L., N. Zhou, J.W. Pierre, Z. Huang, and D.J. Trudnowski. 2013. "Mode Shape Estimation Algorithms Under Ambient Conditions: A Comparative Review." IEEE Transactions on Power Systems 28, no. 2:779-787. PNNL-SA-100643. doi:10.1109/TPWRS.2012.2210570
  • Hogan E.A., J.E. Cotilla Sanchez, M. Halappanavar, S. Wang, P.S. Mackey, P. Hines, and Z. Huang. 2013. "Towards Effective Clustering Techniques for the Analysis of Electric Power Grids." In HiPCNA-PG: Proceedings of the 3rd International Workshop on High Performance Computing, Networking and Analytics for the Power Grid, November 17-21, 2013, Denver Colorado, Article No. 1. New York, New York:ACM. PNNL-SA-98979. doi:10.1145/2536780.2536785
  • Huang Z., P. Du, D. Kosterev, and S. Yang. 2013. "Generator Dynamic Model Validation and Parameter Calibration Using Phasor Measurements at the Point of Connection." IEEE Transactions on Power Systems 28, no. 2:1939-1949. PNNL-SA-87915. doi:10.1109/TPWRS.2013.2251482
  • Jin S., Z. Huang, R. Diao, D. Wu, and Y. Chen. 2013. "Parallel Implementation of Power System Dynamic Simulation." In IEEE Power and Energy Society (PES) General Meeting, July 21-25, 2013, Vancouver, BC, 1-5. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers (IEEE). PNNL-SA-92399. doi:10.1109/PESMG.2013.6672565
  • Rice M.J., Z. Huang, Y. Chen, C.H. Allwardt, and P.S. Mackey. 2013. "Alleviating Contingency Violations through Visual Analytics and Suggested Actions." In IEEE Power and Energy Society General Meeting (PES 2013), July 21-25, 2013, Vancouver, BC. Piscataway, New Jersey:IEEE. PNNL-SA-92477. doi:10.1109/PESMG.2013.6672738

2012

  • Chen Y., Z. Huang, and M.A. Elizondo. 2012. "Value of Faster Computation for Power Grid Operation." In The 8th Power Plant and Power System Control Symposium, September 2-5, 2012, Toulouse, France, edited by M Fadel and S Caux, 8, 242-247. Laxenburg:International Federation of Automatic Control. PNNL-SA-87327. doi:10.3182/20120902-4-fr-2032.00044
  • Chen Y., Z. Huang, and M.J. Rice. 2012. "Evaluation of Counter-Based Dynamic Load Balancing Schemes for Massive Contingency Analysis on Over 10,000 Cores." In SC Companion: High Performance Computing, Networking and Analysis (SCC 2012), November 10-16, 2012, Salt Lake City, UT, 341-346. Los Alamitos, California:IEEE Computer Society. PNNL-SA-90849. doi:10.1109/SC.Companion.2012.53
  • Chen Y., Z. Huang, Y. Liu, M.J. Rice, and S. Jin. 2012. "Computational Challenges for Power System Operation." In Proceedings of the 45th Hawaii International Conference on System Sciences(HICSS), January 4-7, 2012, Maui, Hawaii, edited by RH Sprague, Jr., 2141-2150. Los Alamitos, California:IEEE Computing Society. PNNL-SA-80664. doi:10.1109/HICSS.2012.171
  • Elizondo M.A., Y. Chen, and Z. Huang. 2012. "Reliability Value of Fast State Estimation on Power Systems." In IEEE Power & Energy Society Transmission and Distribution Conference and Exposition (T&D), May 7-10, 2012, Orlando, Florida. Piscataway, New Jersey:IEEE. PNNL-SA-82932. doi:10.1109/TDC.2012.6281657
  • Halappanavar M., Y. Chen, R.D. Adolf, D.J. Haglin, Z. Huang, and M.J. Rice. 2012. "Towards Efficient N - x Contingency Selection Using Group Betweenness Centrality." In SC Companion: High Performance Computing, Networking, Storage and Analysis (SCC 2012), November 10-16, 2012, Salt Lake City, UT, 273 - 282. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-90395. doi:10.1109/SC.Companion.2012.45
  • Huang Z., and Y. Chen. 2012. "High-Performance Computing for Advanced Smart Grid Applications." In Smart Grids: Infrastructure, Technology, and Solutions. Electric Power and Energy Engineering, edited by S Borlase. Boca Raton, Florida:CRC Press. PNNL-SA-85675.
  • Huang Z., N. Zhou, Y. Li, P.J. Nichols, S. Jin, R. Diao, and Y. Chen. 2012. "Dynamic Paradigm for Future Power Grid Operation." IFAC Proceedings Volumes 45, no. 21:218-223. PNNL-SA-88055. doi:10.3182/20120902-4-FR-2032.00040
  • Huang Z., S. Jin, and R. Diao. 2012. "Predictive Dynamic Simulation for Large-Scale Power Systems through High-Performance Computing." In SC Companion: High Performance Computing, Networking, Storage and Analysis (SCC 2012), November 10-16, 2012, Salt Lake City, Utah, 347-354. Piscataway, New Jersey:IEEE. PNNL-SA-90718. doi:10.1109/SC.Companion.2012.54
  • Kalsi K., P. Du, and Z. Huang. 2012. "Model Calibration of Exciter and PSS Using Extended Kalman Filter." In IEEE Power and Energy Society General Meeting, July 22-26, 2012, San Diego, California, 1-6. Piscataway, New Jersey:IEEE. PNNL-SA-84437. doi:10.1109/PESGM.2012.6345560
  • Kalsi K., S.T. Elbert, M. Vlachopoulou, N. Zhou, and Z. Huang. 2012. "Advanced Computational Methods for Security Constrained Financial Transmission Rights." In IEEE Power and Energy Society General Meeting, July 22-26, 2012, San Diego, California, 1-8. Piscataway, New Jersey:IEEE. PNNL-SA-84434. doi:10.1109/PESGM.2012.6345577
  • Kalsi K., Y. Sun, Z. Huang, P. Du, R. Diao, K.K. Anderson, and Y. Li, et al. 2012. "Calibrating Multi-machine Power System Parameters with the Extended Kalman Filter." In 2011 IEEE Power & Energy Society General Meeting, July 24-28, 2011, Detroit, Michigan. Piscataway, New Jersey:IEEE. PNNL-SA-76407. doi:10.1109/PES.2011.6039224
  • Li Y., Z. Huang, N. Zhou, B. Lee, R. Diao, and P. Du. 2012. "Application of Ensemble Kalman Filter in Power System State Tracking and Sensitivity." In IEEE PES Transmission and Distribution Conference and Exposition (T&D 2012), May 7-10, 2012, Orlando, Florida, 1-8. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-82886. doi:10.1109/TDC.2012.6281499
  • Singh R., R. Diao, N. Cai, Z. Huang, B. Tuck, and X. Guo. 2012. "Initial Studies Toward Real-Time Transmission Path Rating." In 2012 IEEE PES Transmission & Distribution Conference & Exposition, May 7-10, 2012, Orlando, Florida. Piscataway, New Jersey:IEEE. PNNL-SA-84444. doi:10.1109/TDC.2012.6281529
  • Wong P.C., H.P. Foote, P.S. Mackey, G. Chin, Z. Huang, and J.J. Thomas. 2012. "A Space-Filling Visualization Technique for Multivariate Small World Graphs." IEEE Transactions on Visualization and Computer Graphics 18, no. 5:797-809. PNNL-SA-71336. doi:10.1109/TVCG.2011.99
  • Zhou N., Z. Huang, G. Welch, and J. Zhang. 2012. "Identifying Optimal Measurement Subspace for the Ensemble Kalman Filter." Electronics Letters 48, no. 11:618-620. PNNL-SA-84078. doi:10.1049/el.2012.0833

2011

  • Adolf R.D., D.J. Haglin, M. Halappanavar, Y. Chen, and Z. Huang. 2011. "Techniques for Improving Filters in Power Grid Contingency Analysis." In Proceedings of the 7th International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM), August 30-September 3, 2011, New York. Lecture Notes in Computer Science, edited by P Perner, 6871, 599-611. Berlin:Springer-Verlag. PNNL-SA-77563. doi:10.1007/978-3-642-23199-5_44
  • Anderson K.K., Z. Huang, Y. Li, P. Du, R. Diao, and B. Lee. 2011. "Sensitivity Analysis of the Kalman Filter and Its Applications in Power Systems." In IEEE PES Innovative Smart Grid Technologies (ISGT 2011), January 17-19, 2011, Anaheim, California, 1-6. Piscataway, New Jersey:IEEE. PNNL-SA-75307. doi:10.1109/ISGT.2011.5759157
  • Chen Y., J.C. Fuller, R. Diao, N. Zhou, Z. Huang, and F.K. Tuffner. 2011. "The Influence of Topology Changes on Inter-area Oscillation Modes and Mode Shapes." In 2011 IEEE Power and Energy Society General Meeting, July 24-29, 2011, Detroit, Michigan. Piscataway, New Jersey:IEEE. PNNL-SA-77205. doi:10.1109/PES.2011.6039904
  • Chen Y., Z. Huang, and N. Zhou. 2011. "An Advanced Framework for Improving Situational Awareness in Electric Power Grid Operation." In Proceedings of the 18th World Congress of the International Federation of Automatic Control (IFAC), August 28-September 2, 2011, MIlan, Italy, 18, 12162-12170. Laxenburg:International Federation of Automatic Control (IFAC). PNNL-SA-75876. doi:10.3182/20110828-6-IT-1002.03381
  • Diao R., Z. Huang, N. Zhou, Y. Chen, F.K. Tuffner, J.C. Fuller, and S. Jin, et al. 2011. "Deriving Optimal Operational Rules for Mitigating Inter-area Oscillations." In IEEE/PES Power Systems Conference & Exposition (PSCE 2011), March 20-23, 2011, Phoenix, Arizona. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-75661. doi:10.1109/PSCE.2011.5772564
  • Du P., Z. Huang, R. Diao, B. Lee, and K.K. Anderson. 2011. "Application of Kalman Filter to Improve Model Integrity for Securing Electricity Delivery." In IEEE PES Power Systems Conference & Exhibition (PSCE 2011), March 20-23, 2011, Phoenix, Arizona, 1-7. Piscataway, New Jersey:IEEE. PNNL-SA-75425. doi:10.1109/PSCE.2011.5772609
  • Du P., Z. Huang, Y. Sun, R. Diao, K. Kalsi, K.K. Anderson, and Y. Li, et al. 2011. "Distributed Dynamic State Estimation with Extended Kalman Filter." In 43rd North American Power Symposium (NAPS 2011), August 4-6, 2011, Boston, Massachusetts. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers, Inc. PNNL-SA-79744. doi:10.1109/NAPS.2011.6024863
  • Huang Z., N. Zhou, F.K. Tuffner, and D.J. Trudnowski. 2011. "Use of Modal Sensitivity to Operating Conditions for Damping Control in Power Systems." In Proceedings of the 44th Hawaii International Conference on System Sciences (HICSS 2011), January 4-7, 2011, Koloa, Kauai, Hawaii, edited by RH Spauge, Jr. Los Alamitos, California:IEEE Computer Society. PNNL-SA-73599. doi:10.1109/HICSS.2011.469
  • Huang Z., Y. Chen, F.L. Greitzer, and R. Eubank. 2011. "Contingency Visualization for Real-Time Decision Support in Grid Operation." In IEEE 2011 Power and Energy Society General Meeting, July 24-29, 2011, Detroit, Michigan. Piscataway, New Jersey:IEEE. PNNL-SA-77869. doi:10.1109/PES.2011.6039887
  • Makarov Y.V., P.V. Etingov, J. Ma, Z. Huang, and K. Subbarao. 2011. "Incorporating Uncertainty of Wind Power Generation Forecast into Power System Operation, Dispatch, and Unit Commitment Procedures." IEEE Transactions on Sustainable Energy 2, no. 4:433-442. PNNL-SA-75818. doi:10.1109/TSTE.2011.2159254
  • Makarov Y.V., S. Lu, N.A. Samaan, Z. Huang, K. Subbarao, P.V. Etingov, and J. Ma, et al. 2011. "Integration of Uncertainty Information into Power System Operations." In Proceedings of the 2011 IEEE Power and Energy Society General Meeting, July 24-29, 2011, Detroit, Michigan. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-78030. doi:10.1109/PES.2011.6039913
  • Sun Y., P. Du, Z. Huang, K. Kalsi, R. Diao, K.K. Anderson, and Y. Li, et al. 2011. "PMU Placement for Dynamic State Tracking of Power Systems." In 43rd North American Power Symposium (NAPS 2011), August 4-6, 2011 Boston, Massachusetts. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers, Inc. PNNL-SA-79461. doi:10.1109/NAPS.2011.6024865
  • Zhang J., G. Welch, G. Bishop, and Z. Huang. 2011. "Reduced Measurement-space Dynamic State Estimation (ReMeDySE) for Power Systems." In IEEE Trondheim PowerTech, June 19-23, 2011, Trondheim, Norway. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-78658. doi:10.1109/PTC.2011.6019407

2010

  • Chen Y., Z. Huang, and D. Chavarría-Miranda. 2010. "Performance Evaluation of Counter-Based Dynamic Load Balancing Schemes for Massive Contingency Analysis with Different Computing Environments." In Proceedings of the 2010 IEEE Power and Energy Society General Meeting. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-69878. doi:10.1109/PES.2010.5589536
  • Chen Y., Z. Huang, P.C. Wong, P.S. Mackey, C.H. Allwardt, J. Ma, and F.L. Greitzer. 2010. "An Advanced Decision Support Tool for Electricity Infrastructure Operations." In Critical Infrastructure Protection IV, IFIP Advances in Information and Communication Technology, edited by T. Moore and S. Shenoi, 342, 245-260. New York, New York:Springer. PNNL-SA-70214. doi:10.1007/978-3-642-16806-2_17
  • Du P., Z. Huang, R. Diao, B. Lee, and K.K. Anderson. 2010. "PMU Placement for Enhancing Dynamic Observability of a Power Grid." In 2010 IEEE Conference on Innovative Technologies for an Efficient and Reliable Electricity Supply, 15-21. New York:IEEE. PNNL-SA-74171. doi:10.1109/CITRES.2010.5619843
  • Huang Z., N. Zhou, F.K. Tuffner, Y. Chen, D.J. Trudnowski, R. Diao, and J.C. Fuller, et al. 2010. MANGO - Modal Analysis for Grid Operation: A Method for Damping Improvement through Operating Point Adjustment. PNNL-19890. Richland, WA: Pacific Northwest National Laboratory.
  • Huang Z., N. Zhou, F.K. Tuffner, Y. Chen, D.J. Trudnowski, W. Mittelstadt, and J.F. Hauer, et al. 2010. "Improving Small Signal Stability through Operating Point Adjustment." In Proceedings of the 2010 IEEE Power and Energy Society General Meeting. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-69821. doi:10.1109/PES.2010.5589519
  • Jin S., Z. Huang, Y. Chen, D. Chavarría-Miranda, J.T. Feo, and P.C. Wong. 2010. "A Novel Application of Parallel Betweenness Centrality to Power Grid Contingency Analysis." In IEEE International Symposium on Parallel & Distributed Processing (IPDPS 2010), 1-7. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-68817. doi:10.1109/IPDPS.2010.5470400
  • Ma J., Y. Chen, Z. Huang, and P.C. Wong. 2010. "Using State Estimation Residuals to Detect Abnormal SCADA Data." In 2010 IEEE PES Transmission and Distribution Conference and Exposition. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-69779. doi:10.1109/TDC.2010.5484686
  • Ma J., Z. Huang, P.C. Wong, and T.A. Ferryman. 2010. "Probabilistic Vulnerability Assessment Based on Power Flow and Voltage Distribution." In 2010 IEEE PES Transmission and Distribution Conference and Exposition, 1-8. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-68114. doi:10.1109/TDC.2010.5484304
  • Makarov Y.V., P.V. Etingov, Z. Huang, J. Ma, and K. Subbarao. 2010. "Incorporating Wind Generation Forecast Uncertainty into Power System Operation, Dispatch, and Unit Commitment Procedures." In Proceedings of the 9th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants, Qubec City, Qubec, Canada, October 18- 19, Paper No. w147. Langen:Energynautics GmbH. PNNL-SA-74448.
  • Makarov Y.V., P.V. Etingov, Z. Huang, J. Ma, B.B. Chakrabarti, K. Subbarao, and C. Loutan, et al. 2010. "Integration of Wind Generation and Load Forecast Uncertainties into Power Grid Operations." In IEEE PES Transmission and Distribution Conference and Exposition. Piscataway, New Jersey:IEEE. PNNL-SA-68106. doi:10.1109/TDC.2010.5484201
  • Makarov Y.V., Z. Huang, P.V. Etingov, J. Ma, R.T. Guttromson, K. Subbarao, and B.B. Chakrabarti. 2010. Wind Energy Management System EMS Integration Project: Incorporating Wind Generation and Load Forecast Uncertainties into Power Grid Operations. PNNL-19189. Richland, WA: Pacific Northwest National Laboratory.
  • Makarov Y.V., Z. Huang, P.V. Etingov, J. Ma, R.T. Guttromson, K. Subbarao, and B.B. Chakrabarti. 2010. Wind Energy Management System Integration Project Incorporating Wind Generation and Load Forecast Uncertainties into Power Grid Operations. PNNL-19083. Richland, WA: Pacific Northwest National Laboratory.
  • Tuffner F.K., Z. Huang, N. Zhou, R.T. Guttromson, and A. Jayantilal. 2010. "Initial Studies on Actionable Control for Improving Small Signal Stability in Interconnected Power Systems." In IEEE PES Transmission and Distribution Conference and Exposition, 1-6. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-68523. doi:10.1109/TDC.2010.5484340
  • Zhang J., G. Welch, G. Bishop, and Z. Huang. 2010. "Optimal PMU Placement Evaluation for Power System Dynamic State Estimation." In Proceedings of IEEE PES Conference on Innovative Smart Grid Technologies Europe (ISGT 2010), October 11-13, 2010, Gothenburg, Sweden. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-79571. doi:10.1109/ISGTEUROPE.2010.5639006
  • Zhou N., Z. Huang, F.K. Tuffner, J.W. Pierre, and S. Jin. 2010. "Automatic Implementation of Prony Analysis for Electromechanical Mode Identification from Phasor Measurements." In 2010 IEEE Power and Energy Society General Meeting, 1-8. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-69826. doi:10.1109/PES.2010.5590169
  • Zhou N., Z. Huang, F.K. Tuffner, S. Jin, J. Lin, and M.L. Hauer. 2010. Algorithm Summary and Evaluation: Automatic Implementation of Ringdown Analysis for Electromechanical Mode Identification from Phasor Measurements. PNNL-19172. Richland, WA: Pacific Northwest National Laboratory.

2009

  • Chen Y., S. Jin, D. Chavarría-Miranda, and Z. Huang. 2009. "Application of Cray XMT for Power Grid Contingency Selection." In Proceedings of the Cray User Group Meeting: Compute the Future. Corvallis, Oregon:Cray User Group, Inc. PNNL-SA-66173.
  • Gorton I., Z. Huang, Y. Chen, B.K. Kalahar, S. Jin, D. Chavarría-Miranda, and D.J. Baxter, et al. 2009. "A High-Performance Hybrid Computing Approach to Massive Contingency Analysis in the Power Grid." In 5th IEEE International Conference on e-Science (e-Science 2009), December 9-11, 2009, Oxford, United Kingdom, 277-283. Los Alamitos, California:IEEE Computer Society. PNNL-SA-68218. doi:10.1109/e-Science.2009.46
  • Huang Z., B. Yang, and D. Kosterev. 2009. "Benchmarking of Planning Models Using Recorded Dynamics." In Proceesings of IEEE Power and Energy Society Power Systems Conference and Exposition (PSCE 2009), March 15-18, 2009, Seattle, Washington. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-63295. doi:10.1109/PSCE.2009.4840151
  • Huang Z., P. Du, D. Kosterev, and B. Yang. 2009. "Application of Extended Kalman Filter Techniques for Dynamic Model Parameter Calibration." In Proceedings of IEEE Power and Energy Society General Meeting (PES 2009), March 15-18, 2009, Seattle, Washington. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-63714. doi:10.1109/PES.2009.5275423
  • Huang Z., Y. Chen, and J. Nieplocha. 2009. "Massive Contingency Analysis with High Performance Computing." In Proceedings of IEEE Power and Energy Society General Meeting (PES 2009), July 26-30, 2009, Calgary, Canada. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-66071. doi:10.1109/PES.2009.5275421
  • Lu N., B. Yang, Z. Huang, and R. Bravo. 2009. "The System Impact of Air-Conditioner Under-voltage Protection Schemes." In IEEE /PES Power System Conference & Exposition, PSCE '09, March 15-18, 2009, Seattle, WA. Piscataway, New Jersey:IEEE. PNNL-SA-61885. doi:10.1109/PSCE.2009.4840053
  • Schneider K.P., Z. Huang, B. Yang, M.L. Hauer, and J. Nieplocha. 2009. "Dynamic State Estimation Utilizing High Performance Computing Methods." In IEEE/PES Power System Conference and Exhibition (PSCE 2009), March 15-18, 2009, Seattle, Washington. Piscataway, New Jersey:IEEE. PNNL-SA-63657. doi:10.1109/PSCE.2009.4839961
  • Zhou N., Z. Huang, F.K. Tuffner, and S. Jin. 2009. Oscillation Detection Algorithm Development Summary Report and Test Plan. PNNL-18945. Richland, WA: Pacific Northwest National Laboratory.
  • Zhou N., Z. Huang, L. Dosiek, D.J. Trudnowski, and J.W. Pierre. 2009. "Electromechanical Mode Shape Estimation Based on Transfer Function Identification Using PMU Measurement." In IEEE Power & Energy Society General Meeting (PES '09), July 26-30, 2009, Calgary, Alberta, Canada. Piscataway, New Jersey:IEEE. PNNL-SA-63786. doi:10.1109/PES.2009.5275924

2008

  • Baldick R., B. Chowdhury, I. Dobson, Z.Y. Dong, B. Gou, D.L. Hawkins, and Z. Huang, et al. 2008. "Initial Review of Methods for Cascading Failure Analysis in Electric Power Transmission Systems." In IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 1-8. Piscataway, New Jersey:I E E E. PNNL-SA-62288. doi:10.1109/PES.2008.4596430
  • Baldick R., B. Chowdhury, I. Dobson, Z.Y. Dong, B. Gou, D.L. Hawkins, and Z. Huang, et al. 2008. "Vulnerability Assessment for Cascading Failures in Electric Power Systems." In IEEE/PES Power Systems Conference and Exposition, PSCE '09. Piscataway, New Jersey:IEEE. PNNL-SA-62287. doi:10.1109/PSCE.2009.4839939
  • Huang Z., and J. Nieplocha. 2008. "Transforming Power Grid Operations via High Performance Computing." In 2008 IEEE Power Engineering Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century. Piscataway, New Jersey:IEEE. PNNL-SA-58906. doi:10.1109/PES.2008.4596063
  • Huang Z., and J.E. Dagle. 2008. "SynchroPhasor Measurements: System Architecture and Performance Evaluation in Supporting Wide-Area Applications." In 2008 IEEE Power Engineering Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century. Piscataway, New Jersey:IEEE. PNNL-SA-58349. doi:10.1109/PES.2008.4596890
  • Huang Z., B. Kasztenny, V. Madani, V. Madani, K.E. Martin, S. Meliopoulos, and D. Novosel, et al. 2008. "Performance Evaluation of Phasor Measurement Systems." In Proceedings of IEEE Power Engineering Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, July 20-24, 2008, Pittsburgh, Pennsylvania. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-61933. doi:10.1109/PES.2008.4596880
  • Huang Z., P.C. Wong, P.S. Mackey, Y. Chen, J. Ma, K.P. Schneider, and F.L. Greitzer. 2008. "Managing Complex Network Operation with Predictive Analytics." In Proceedings of AAAI Spring Symposium on Technosocial Predictive Analytics, edited by A Sanfilippo, 59-65. Menlo Park, California:AAAI Press. PNNL-SA-63337.
  • Huang Z., T.B. Nguyen, D. Kosterev, and R.T. Guttromson. 2008. "Model Validation of Power System Components Using Hybrid Dynamic Simulation." In IEEE PES Transmission and Distribution Conference and Exposition, 2005-2006, 153-160. Piscataway, New Jersey:IEEE. PNNL-SA-58522. doi:10.1109/TDC.2006.1668475
  • Lu N., Y. Xie, and Z. Huang. 2008. Air Conditioner Compressor Performance Model. PNNL-17796. Richland, WA: Pacific Northwest National Laboratory.
  • Lu N., Y. Xie, Z. Huang, F. Puyleart, and S. Yang. 2008. "Load Component Database of Household Appliances and Small Office Equipment." In 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century. Piscataway, New Jersey:IEEE. PNNL-SA-57500. doi:10.1109/PES.2008.4596224
  • Nieplocha J., D. Chavarría-Miranda, V. Tipparaju, Z. Huang, and A. Marquez. 2008. "A parallel WLS state estimator on shared memory computers." In Proceedings of The 8th International Power Engineering Conference, IPEC 2007, 395-400. Piscataway, New Jersey:IEEE. PNNL-SA-57075.
  • Yang B., Z. Huang, and D. Kosterev. 2008. "Multi-terminal Subsystem Model Validation for Pacific DC Intertie." In Proceedings of IEEE Power Engineering Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, July 20-24, 2008, Pittsburgh, Pennsylvania. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-59381. doi:10.1109/PES.2008.4596870

2007

  • Freitas W., W. Xu, Z. Huang, and J.C. Vieira. 2007. "Characteristics of Vector Surge Relays for Distributed Synchronous Generator Protection." Electric Power Systems Research 77, no. 2:170-180. PNNL-SA-48743. doi:10.1016/j.epsr.2006.02.011
  • Huang Z., A.J. faris, K.E. Martin, J.F. Hauer, C.A. Bonebrake, and J.M. Shaw. 2007. Laboratory Performance Evaluation Report of SEL 421 Phasor Measurement Unit. PNNL-16852. Richland, WA: Pacific Northwest National Laboratory.
  • Huang Z., B. Lesieutre, S. Yang, A. Ellis, A. Meklin, B. Wong, and A. Gaikwad, et al. 2007. Load Monitoring CEC/LMTF Load Research Program. PNNL-17110. Richland, WA: Pacific Northwest National Laboratory.
  • Huang Z., J.F. Hauer, and K.E. Martin. 2007. "Evaluation of PMU Dynamic Performance in Both Lab Environments and under Field Operating Conditions." In Proceedings of 2007 IEEE Power Engineering Society General Meeting, 1-10, 3209-3214. Piscataway, New Jersey:Institute of Electrical and Electronic Engineers. PNNL-SA-53651. doi:10.1109/PES.2007.385992
  • Huang Z., K.P. Schneider, and J. Nieplocha. 2007. "Feasibility Studies of Applying Kalman Filter Techniques to Power System Dynamic State Estimation." In International Power Engineering Conference. IPEC 2007, 376-382. Piscataway, New York:IEEE. PNNL-SA-55502.
  • Huang Z., L. Bao, and W. Xu. 2007. "A method to measure QV curves and its applications in power systems." International Journal of Electrical Power & Energy Systems 29, no. 2:147-154. PNNL-SA-39502. doi:10.1016/j.ijepes.2006.06.003
  • Huang Z., R.T. Guttromson, J. Nieplocha, and R.G. Pratt. 2007. "Transforming Power Grid Operations." Scientific Computing 24, no. 5:22-27. PNNL-SA-54302.
  • Huang Z., Y. Cui, and W. Xu. 2007. "Application of Modal Sensitivity for Power System Harmonic Resonance Analysis." IEEE Transactions on Power Systems 22, no. 1:222-231. PNNL-SA-48883. doi:10.1109/TPWRS.2006.883678
  • Widergren S.E., Z. Huang, and J.E. Dagle. 2007. "Electric System-wide Measurements: North American Directions." In Proceedings of the 40th Hawaii International Conference on System Sciences - 2007, 120. Piscataway, New Jersey:IEEE. PNNL-SA-51702. doi:10.1109/HICSS.2007.198

2006

  • Huang Z., D. Kosterev, R.T. Guttromson, and T.B. Nguyen. 2006. "Model Validation with Hybrid Dynamic Simulation." In 2006 IEEE Power Engineering Society General Meeting. Piscataway, New Jersey:IEEE. PNNL-SA-50568. doi:10.1109/PES.2006.1709399
  • Huang Z., D. Kosterev, R.T. Guttromson, and T.B. Nguyen. 2006. "Model Validation with Hybrid Dynamic Simulation." In IEEE Power Engineering Society General Meeting, 2006, JUNE 18-22, 2006, Montreal, Quebec, Canada. Piscataway, New Jersey:IEEE. PNNL-SA-57655. doi:10.1109/PES.2006.1709399
  • Huang Z., T.B. Nguyen, D. Kosterev, and R.T. Guttromson. 2006. "Model Validation of Power System Components Using Hybrid Dynamic Simulation." In IEEE PES Transmission & Distribution Conference & Exposition 2005/2006, 153-160. Piscataway, New Jersey:IEEE POWER ENGG SOC. PNNL-SA-45185. doi:10.1109/TDC.2006.1668475
  • Nieplocha J., A. Marquez, V. Tipparaju, D. Chavarría-Miranda, R.T. Guttromson, and Z. Huang. 2006. "Towards Efficient Parallel State Estimation Solvers on Shared Memory Computers." In Highspeed Computation Panel of the Proceedings of the 2006 IEEE Power Engineering Society General Meeting, 18-22 June 2006, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-48162.
  • Vieira J.M., W. Freitas, Z. Huang, W. Xu, A. Morelato, and A. Morelato. 2006. "Formulas for predicting the dynamic performance of ROCOF relays for embedded generation applications." IEE Proceedings. Generation, Transmission, and Distribution. 153, no. 4:399-406. PNNL-SA-52276.
  • Zhou N., Z. Huang, J. Nieplocha, and T.B. Nguyen. 2006. "Wide-Area Situational Awareness of Power Grids with Limited Phasor Measurements." In Third International Conference on Critical Infrastructures, Alexandria, VA, September 24 to 27, 2006. Blacksburg, Virginia:International Institute for Critical Infrstructures. PNNL-SA-49658.

2005

  • Cai J.Y., Z. Huang, J.F. Hauer, and K.E. Martin. 2005. "Current Status and Experience of WAMS Implementation in North America." In Proceedings of the IEEE Power Engineering Society Asia-Pacific Transmission & Distribution Conference and Exposition 2005 held in Dalian, China, August 2005.. Piscataway, New Jersey:IEEE Power Engineering Society. PNNL-SA-45269. doi:10.1109/TDC.2005.1546889
  • Chassin D.P., Z. Huang, M.K. Donnelly, C.A. Hassler, E. Ramirez, and C.W. Ray. 2005. "Estimation of WECC System Inertia Using Observed Frequency Transients." IEEE Transactions on Power Systems 20, no. 2:1190-1192. PNNL-SA-42882. doi:10.1109/TPWRS.2005.846155
  • Freitas W., W. Xu, C.M. Affonso, and Z. Huang. 2005. "Comparative Analysis between ROCOF and Vector Surge Relays for Distributed Generation Applications." IEEE Transactions on Power Delivery 20, no. 2:1315 - 1324. PNNL-SA-44455.
  • Freitas W., Z. Huang, and W. Xu. 2005. "A Practical Method for Assessing the Effectiveness of Vector Surge Relays for Distributed Generation Applications." IEEE Transactions on Power Delivery Vol 20. PNNL-SA-39501.
  • Xu W., Z. Huang, Y. Cui, and H. Wang. 2005. "Harmonic Resonance Mode Analysis." IEEE Transactions on Power Delivery 20, no. 2:1182-1190. PNNL-SA-40573.

2004

  • Huang Z., R.T. Guttromson, and J.F. Hauer. 2004. "Large-Scale Hybrid Dynamic Simulation Employing Field Measurements." In IEEE Power Engineering Society General Meeting 6-10 June 2004, 1570-1576. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-40305.
  • Widergren S.E., J.M. Roop, R.T. Guttromson, and Z. Huang. 2004. "Simulating the Dynamic Coupling of Market and Physical System Operations." In IEEE Power Engineering Society General Meeting, 2004, 1, 748-753. Piscataway, New Jersey:IEEE Power Engineering Society. PNNL-SA-40415.

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