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Yuri Makarov

Yuri Makarov

Pacific Northwest National Laboratory
PO Box 999
Richland, WA 99352

Biography

Dr. Yuri V. Makarov received his M. Sc. degree in Computers and Ph.D. in Electrical Engineering from the Leningrad Polytechnic Institute (now St. Petersburg State Technical University), Russia. From until 1997 he was an Associate Professor at the Department of Electrical Power Systems and Networks in the same University. From 1993 to 1998 Yuri conducted research at the University of Newcastle, University of Sydney, Australia, and Howard University, USA. From 1998 to 2000 he worked at the Transmission Planning Department, Southern Company Services, Inc., Birmingham, Alabama as a Senior Engineer. Since 2001 till July 2005 he occupied a senior engineering position at the California Independent System Operator, Folsom, California. Currently he is appointed as a Chief Scientist - Power Systems at the Pacific Northwest National Laboratory.

Research Interests

  • NERC and WECC Control Performance Standards
  • AGC algorithms for providing compliance
  • Frequency response, frequency support
  • Automatic time error correction, inadvertent interchange
  • Real-time dispatch algorithms
  • Impact of intermittent generation resources on transmission grid and their mitigation, wind and solar generation forecasting and market integration
  • Energy storage applications
  • Synchophasor applications
  • Power flow computations and applied case studies
  • Distribution network calculations, network optimization
  • Small signal stability analysis and control
  • Stability margins and their approximations
  • Voltage stability and voltage collapse
  • Centralized on-line and preventive emergency control
  • Transient stability and control
  • Power system model reduction
  • Energy market and open-access power grids
  • Power system reliability assessment
  • Power system state estimation theory and methods
  • Numerical methods for solving the large systems of linear and nonlinear algebraic and differential equations, linear and nonlinear constrained optimization, probabilistic methods, Monte Carlo simulations, artificial intelligence methods.

Education and Credentials

  • Ph.D. Electrical Engineering, Leningrad Polytechnic Institute (now St. Petersburg State Technical University), Russia, 1984.
  • Master of Sciences in Electrical Engineering, Leningrad Polytechnic Institute (now St. Petersburg State Technical University), Russia, 1979.

Selected Publications

2017

  • Samaan NA, JE Dagle, YV Makarov, R Diao, BGNVSR Vyakaranam, BN Zhang, MR Vallem, TB Nguyen, FK Tuffner, J Conto, and SW Kang. 2017. Dynamic Contingency Analysis Tool (DCAT) User Manual with Test System ExamplesPNNL-26197, Pacific Northwest National Laboratory, Richland, WA. 
  • Samaan NA, YV Makarov, TB Nguyen, and R Diao. 2017. "Balancing Authority Cooperation Concepts to Reduce Variable Generation Integration Costs in the Western Interconnection: Consolidating Balancing Authorities and Sharing Balancing Reserves." Chapter 6 in Integration of Large-Scale Renewable Energy into Bulk Power Systems, ed. P Du, R Baldick and A Tuohy, pp. 189-226.  Springer International Publishing, Cham, Switzerland.  doi:10.1007/978-3-319-55581-2_6

2016

  • Elizondo MA, MR Vallem, NA Samaan, YV Makarov, B Vyakaranam, TB Nguyen, C Munoz, R Herrera, D Midence, and A Shpitsberg. 2016. "Transmission Reinforcements in the Central American Regional Power System." In IEEE Power and Energy Society General Meeting (PESGM 2016), July 17-21, 2016, Boston, MA.  IEEE, PISCATAWAY, NJ.  doi:10.1109/PESGM.2016.7742055
  • Chen Y, PV Etingov, H Ren, Z Hou, MJ Rice, and YV Makarov. 2016. "A look-ahead probabilistic contingency analysis framework incorporating smart sampling techniques." In IEEE Power and Energy Society General Meeting (PESGM 2016), July 17-21, 2016, Boston, MA.  IEEE, PISCATAWAY, NJ.  doi:10.1109/PESGM.2016.7741449
  • Makarov YV, D Meng, B Vyakaranam, R Diao, BJ 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, pp. 2466-2471.  IEEE, PISCATAWAY, NJ.  doi:10.1109/HICSS.2016.308
  • Samaan NA, JE Dagle, YV Makarov, R Diao, MR Vallem, TB Nguyen, LE Miller, B Vyakaranam, FK Tuffner, MA Pai, J Conto, and SW Kang. 2016. "Modeling of Protection in Dynamic Simulation Using Generic Relay Models and Settings." In IEEE Power and Energy Society General Meeting (PESGM 2016), July 17-21, 2016, Boston, MA.  IEEE, PISCATAWAY, NJ.  doi:10.1109/PESGM.2016.7741981
  • Sun Y, Z Hou, D Meng, NA Samaan, YV 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.  IEEE, PISCATAWAY, NJ.  doi:10.1109/PESGM.2016.7741272

2015

  • Elizondo MA, NA Samaan, MR Vallem, YV Makarov, B Vyakaranam, TB Nguyen, C Munoz, R Herrera, and D Midence. 2015. Transmission Reinforcements in the Central American Power System Phase 2 - Final reportPNNL-23973-2, Pacific Northwest National Laboratory, Richland, WA. 
  • Chen Y, PV Etingov, EB Fitzhenry, P Sharma, TB Nguyen, YV Makarov, MJ Rice, CH Allwardt, and SE Widergren. 2015. "A Framework to Support the Fusion of Operation and Planning." In Proceedings of 9th IFAC Symposium on Control of Power and Energy Systems (CPES 2015), December 9-11, 2015, New Delhi, India. IFAC-PapersOnLine, vol. 48, no. 30, pp. 427-432.  Elsevier, Amsterdam, Netherlands.  doi:10.1016/j.ifacol.2015.12.416
  • Makarov YV, R Diao, PV Etingov, Z Hou, Z Huang, D Meng, LE Miller, NA Samaan, Y Sun, MR Vallem, B Vyakaranam, S Wang, D Wu, and Y Zhang. 2015. Stochastic Operations and PlanningPNNL-23680, Pacific Northwest National Laboratory, Richland, WA. 
  • Samaan NA, JE Dagle, YV Makarov, R Diao, MR Vallem, TB Nguyen, LE Miller, B Vyakaranam, S Wang, FK Tuffner, and MA Pai. 2015. Dynamic Contingency Analysis Tool – Phase 1PNNL-24843, Pacific Northwest National Laboratory, Richland, WA. 

2014

  • Diao R, YV Makarov, NA Samaan, and B Kujala. 2014. "A Methodology to Analyze the Impact of 30-Minute Wind Scheduling on Load-Following Requirements." In Proceedings of the 2nd IEEE Conference on Technologies for Sustainability (SusTech), July 24-26, 2015, Portland, Oregon, pp. 86-90.  IEEE, Piscataway, NJ.  doi:10.1109/SusTech.2014.7046224
  • Makarov YV, PV Etingov, and J Ma. 2014. "Incorporating Forecast Uncertainty in Utility Control Center." Chapter 13 in Renewable Energy Integration: Practical Management of Variability, Uncertainty & Flexibility in Power Grids , ed. LE Jones, pp. 159-171.  Academic Press, San Diego, CA. 
  • Etingov PV, YV Makarov, D Wu, Z Hou, Y Sun, S Maslennikov, X Luo, T Zheng, S George, T Knowland, E Litvinov, S Weaver, and E Sanchez. 2014. "Uncertainty-based Estimation of the Secure Range for ISO New England Dynamic Interchange Adjustment ." In 2014 IEEE PES Transmission & Distribution Conference & Exposition, April 14-17, 2014, Chicago, Illinois, pp. 1-5.  IEEE, Piscataway, NJ.  doi:10.1109/TDC.2014.6863202
  • Hafen RP, NA Samaan, YV Makarov, R Diao, and N Lu. 2014. "Joint Seasonal ARMA Approach for Modeling of Load Forecast Errors in Planning Studies." In IEEE PES Transmission and Distribution Conference and Exposition, April 14-17, 2014, Chicago, Illinois.  IEEE, Piscataway, NJ.  doi:10.1109/TDC.2014.6863150
  • Hou Z, PV Etingov, YV Makarov, and NA Samaan. 2014. "Uncertainty Reduction in Power Generation Forecast Using Coupled Wavelet-ARIMA ." In IEEE PES General Meeting, Conference & Exposition, July 27-31, 2014, National Harbor, MD.  IEEE, Piscataway, NJ. 
  • Makarov YV, P Du, MA Pai, and B McManus. 2014. "Calculating Individual Resources Variability and Uncertainty Factors Based on Their Contributions to the Overall System Balancing Needs." IEEE Transactions on Sustainable Energy 5(1):323-331.  doi:10.1109/TSTE.2013.2283712
  • Makarov YV, B Vyakaranam, D Wu, Z Hou, ST 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, pp. 1-5.  IEEE, Piscataway, NJ.  doi:10.1109/TDC.2014.6863289
  • Makarov YV, B Vyakaranam, Z Hou, D Wu, D Meng, S Wang, ST Elbert, LE Miller, and Z Huang. 2014. Non-iterative Voltage StabilityPNNL-23736, Pacific Northwest National Laboratory, Richland, WA. 

2013

  • Diao R, Z Huang, C Jin, BGNVSR Vyakaranam, S Jin, and YV Makarov. 2013. "Towards More Transmission Asset Utilization through Real-time Path Rating." In IEEE International Conference on Smart Grid Communications (SmartGridComm 2013), October 21-24, 2013, Vancouver, BC, Canada, pp. 779-784.  IEEE, Piscataway, NJ.  doi:10.1109/SmartGridComm.2013.6688054
  • Etingov PV, YV Makarov, D Wu, Z Hou, Y Sun, S Maslennikov, X Luo, T Zheng, S George, T Knowland, E Litvinov, S Weaver, and E Sanchez. 2013. Analysis of ISO NE Balancing Requirements: Uncertainty-based Secure Ranges for ISO New England Dynamic Inerchange AdjustmentsPNNL-22222, Pacific Northwest National Laboratory, Richland, WA. 
  • Etingov PV, YV Makarov, NA Samaan, J Ma, and C Loutan. 2013. "Prediction of Regulation Reserve Requirements in California ISO Control Area based on BAAL Standard." In 2013 IEEE Power and Energy Society General Meeting (PES), pp. 1-5.  IEEE , Piscataway, NJ.  doi:10.1109/PESMG.2013.6672633
  • Hou Z, YV Makarov, NA Samaan, and PV Etingov. 2013. "Standardized Software for Wind Load Forecast Error Analyses and Predictions Based on Wavelet-ARIMA Models - Applications at Multiple Geographically Distributed Wind Farms." In Proceedings of the 46th Hawaii International Conference on System Sciences (HICSS), January 7-10, 2013, Wailea, Hawaii, ed. RH Sprague, Jr., pp. 5005-5011.  IEEE Computer Society, Los Alamitos, CA. 
  • Lu N, R Diao, RP Hafen, NA Samaan, and YV Makarov. 2013. "A Comparison of Forecast Error Generators for Modeling Wind and Load Uncertainty." In IEEE Power and Energy Society General Meeting (PES 2013), July 21-25, 2013, Vancouver, BC, Canada.  IEEE, Piscataway, NJ.  doi:10.1109/PESMG.2013.6672978
  • Makarov YV, P Du, PV Etingov, J Ma, and B Vyakaranam. 2013. WECC Variable Generation Planning Reference BookPNNL-22142 1, Pacific Northwest National Laboratory, Richland, WA. 
  • Makarov YV, P Du, PV Etingov, J Ma, and B Vyakaranam. 2013. WECC Variable Generation Planning Reference Book: Appendices PNNL-22142 Volume 2, Pacific Northwest National Laboratory, Richland, WA. 
  • Samaan NA, R Bayless, M Symonds, TB Nguyen, C Jin, D Wu, R Diao, YV Makarov, LD Kannberg, T Guo, S Dennison-Leonard , M Goodenough, R Schellberg, S Conger, K Harris, M Rarity, S Wallace, J Austin, R Noteboom, T Van Blaricom , K McRunnel, J Apperson, M Empey, PV Etingov, D Warady, R Brush, J Newkirk, P Williams, M Landauer, H Owen, W Morter, K Haraguchi, J Portouw, Downey, S Sorey, S Williams, T Gossa, C Kalich, P Damiano, C Macarthur, T Martin, J Hoerner, S Knudsen, A Johnson, R Link, and D Holcomb. 2013. Analysis of Benefits of an Energy Imbalance Market in the NWPPPNNL-22877, Pacific Northwest National Laboratory, Richland, WA. 

2012

  • Diao R, NA Samaan, YV Makarov, RP Hafen, and J Ma. 2012. "Planning for Variable Generation Integration through Balancing Authorities Consolidation." In 2012 IEEE Power and Energy Society General Meeting, July 22-26, 2012, San Diego, California.  Institute of Electrical and Electronics Engineers, Piscataway, NJ.  doi:10.1109/PESGM.2012.6345108
  • Makarov YV, PV Etingov, J Ma, and K Subbarao. 2012. Online Analysis of Wind and Solar Part II: Transmission Tool PNNL-21105, Pacific Northwest National Laboratory, Richland, WA. 
  • Etingov PV, J Ma, YV Makarov, and K Subbarao. 2012. Online Analysis of Wind and Solar Part I: Ramping Tool PNNL-21112, Pacific Northwest National Laboratory, Richland, WA. 
  • Etingov PV, S Lu, X Guo, J Ma, YV Makarov, V Chadliev, and R Salgo. 2012. "Identifying Challenging Operating Hours for Solar Intergration in the NV Energy System." In IEEE PES Transmission and Distribution Conference and Exposition (T&D 2012), May 7-10, 2012, Orlando, Florida, pp. 1-8.  IEEE , Piscataway, NJ.  doi:10.1109/TDC.2012.6281711
  • Ma J, S Lu, PV Etingov, and YV Makarov. 2012. "Evaluating the Impact of Solar Generation on Balancing Requirements in Southern Nevada System." In IEEE Power and Energy Society General Meeting, July 22-27, 2012San Diego, CA.  IEEE, Piscataway, NJ.  doi:10.1109/PESGM.2012.6344606
  • Ma J, S Lu, RP Hafen, PV Etingov, YV Makarov, and V Chadliev. 2012. "The Impact of Solar Photovoltaic Generation on Balancing Requirements in the Southern Nevada System." In 2012 IEEE PES Transmission and Distribution Conference and Exposition (T&D 2012), May 7-10, 2012, Orlando, Florida, pp. 1-9.  IEEE, Piscataway, NJ.  doi:10.1109/TDC.2012.6281606
  • Ma J, YV Makarov, R Diao, PV Etingov, JE Dagle, and EE De Tuglie. 2012. "The Characteristic Ellipsoid Methodology and Its Application in Power Systems." IEEE Transactions on Power Systems 27(4):2206-2214.  doi:10.1109/TPWRS.2012.2195232
  • Makarov YV, P Du, MCW Kintner-Meyer, C Jin, and H Illian. 2012. "Sizing Energy Storage to Accommodate High Penetration of Variable Energy Resources." IEEE Transactions on Sustainable Energy 3(1):34-40.  doi:10.1109/TSTE.2011.2164101
  • Makarov YV, PV Etingov, NA Samaan, N Lu, J Ma, K Subbarao, P Du, and LD Kannberg. 2012. "Improving Performance of Power Systems with Large-scale Variable Generation Additions." In Proceedings of the IEEE Power and Energy Society General Meeting, July 22-26, 2012, San Diego, California.  IEEE, Piscataway, NJ.  doi:10.1109/PESGM.2012.6345430

2011

  • Diao R, S Lu, PV Etingov, J Ma, YV Makarov, and X Guo. 2011. NV Energy Solar Integration Study: Cycling and Movements of Conventional Generators for Balancing ServicesPNNL-20594, Pacific Northwest National Laboratory, Richland, WA. 
  • Makarov YV, PV 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(4):433-442.  doi:10.1109/TSTE.2011.2159254
  • De Mello P, N Lu, and YV Makarov. 2011. "An Optimized Autoregressive Forecast Error Generator for Wind and Load Uncertainty Study." Wind Energy 14(8):967-976.  doi:10.1002/we.460
  • Heydt GT, V Vittal, SV Malhara, YV Makarov, N Zhou, and PV Etingov. 2011. "Characterization and Impact of Extreme Forecast Errors on Power Systems." Electric Power Components and Systems 39(15):1685-1700.  doi:10.1080/15325008.2011.608766
  • Jin C, N Lu, S Lu, YV Makarov, and RA Dougal. 2011. "Coordinated Control Algorithm for Hybrid Energy Storage Systems." In Proceedings of the 2011 IEEE Power & Energy Society General Meeting, July 24-29, 2011, Detroit, Michigan.  Institute of Electrical and Electronics Engineers, Piscataway, NJ.  doi:10.1109/PES.2011.6039893
  • Kirkham H, YV Makarov, JE Dagle, JG DeSteese, MA Elizondo, and R Diao. 2011. Geomagnetic Storms and Long-Term Impacts on Power SystemsPNNL-21033, Pacific Northwest National Laboratory, Richland, WA. 
  • Lu N, MR Weimar, YV Makarov, and C Loutan. 2011. "An Evaluation of the NaS Battery Storage Potential for Providing Regulation Service in California." In IEEE/PES Power Systems Conference & Exhibition (PSCE 2011), March 20-23, 2011, Phoenix, Arizona.  Institute of Eletrical and Electronics Engineers, Piscataway, NJ.  doi:10.1109/PSCE.2011.5772494
  • Lu S, PV Etingov, R Diao, J Ma, NA Samaan, YV Makarov, X Guo, RP Hafen, C Jin, H Kirkham, E Shlatz, L Frantzis, T McClive, G Karlson, D Acharya, A Ellis, J Stein, C Hansen, V Chadliev, M Smart, R Salgo, R Sorensen, B Allen, and B Idelchik. 2011. Large-Scale PV Integration StudyPNNL-20677, Pacific Northwest National Laboratory, Richland, WA. 
  • Ma J, R Diao, YV Makarov, PV Etingov, and JE Dagle. 2011. "Event Classification and Identification Based on the Characteristic Ellipsoid of Phasor Measurement." In Proceedings of the 43rd North American Power Symposium (NAPS 2011), August 4-6, 2011, Boston, Massachusetts.  IEEE, Piscataway, NJ.  doi:10.1109/NAPS.2011.6024872
  • Ma J, YV Makarov, C Loutan, and Z Xie. 2011. "Impact of Wind and Solar Generation on the California ISO’s Intra-hour Balancing Needs." In IEEE Power and Energy Society General Meeting, July 24-29, 2011, Detroit, Michigan.  Institute of Electrical and Electronics Engineers, Piscataway, NJ.  doi:10.1109/PES.2011.6039410
  • Makarov YV, NA Samaan, R Diao, M Kumbale, Y Chen, R Singh, I Green, and MP Morgan. 2011. "Assessment of Critical Events Corridors through Multivariate Cascading Outages Analysis." In IEEE 2011 Power and Energy Society General Meeting, July 24-29, 2011, Detroit, Michigan.  IEEE, Piscataway, NJ.  doi:10.1109/PES.2011.6039900
  • Makarov YV, S Lu, NA Samaan, Z Huang, K Subbarao, PV Etingov, J Ma, RP Hafen, R Diao, and N Lu. 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.  Institute of Electrical and Electronics Engineers, Piscataway, NJ.  doi:10.1109/PES.2011.6039913

2010

  • Makarov YV, PV 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, Québec City, Québec, Canada, October 18- 19, p. Paper No. w147.  Energynautics GmbH, Langen, Germany. 
  • Ernst B, U Schreirer, F Berster, J Pease, C Scholz, HP Erbring, S Schlunke, and YV Makarov. 2010. Large Scale Wind and Solar Integration in GermanyPNNL-19225, Pacific Northwest National Laboratory, Richland, WA. 
  • Etingov PV, N Zhou, YV Makarov, J Ma, RT Guttromson, B McManus, and C Loutan. 2010. "Possible Improvements of the ACE Diversity Interchange Methodology." In 2010 IEEE Power and Energy Society General Meeting , pp. 1-8.  Institute of Electrical and Electronics Engineers, Piscataway, NJ.  doi:10.1109/PES.2010.5590067
  • Lu N, YV Makarov, and MR Weimar. 2010. The Wide-area Energy Management System Phase 2 Final ReportPNNL-19720, Pacific Northwest National Laboratory, Richland, WA. 
  • Lu N, YV Makarov, MR Weimar, F Rudolph, S Murthy, J Arseneaux, C Loutan, and S Chowdhury. 2010. THE WIDE-AREA ENERGY STORAGE AND MANAGEMENT SYSTEM PHASE II Final Report - Flywheel Field Tests PNNL-19669, Pacific Northwest National Laboratory, Richland, WA. 
  • Lu N, MR Weimar, YV Makarov, F Rudolph, S Murthy, J Arseneaux, and C Loutan. 2010. "An Evaluation of the Flywheel Potential for Providing Regulation Service in California." In 2010 IEEE Power and Energy Society General Meeting.  Institute of Electrical and Electronics Engineers, Piscataway, NJ.  doi:10.1109/PES.2010.5590114
  • Lu S, YV Makarov, AJ Brothers, CA McKinstry, S Jin, and J Pease. 2010. "Prediction of Power System Balancing Requirement and Tail Event." In IEEE PES Transmission and Distribution Conference 2010, pp. 1-7.  IEEE, Piscataway, NJ.  doi:10.1109/TDC.2010.5484347
  • Lu S, AJ Brothers, CA McKinstry, S Jin, and YV Makarov. 2010. Low Probability Tail Event Analysis and Mitigation in the BPA Control AreaPNNL-20120, Pacific Northwest National Laboratory, Richland, WA. 
  • Lu S, YV Makarov, Y Zhu, N Lu, N Prakash Kumar, and BB Chakrabarti. 2010. "Unit Commitment Considering Generation Flexibility and Environmental Constraints." In 2010 IEEE Power and Energy Society General Meeting.  IEEE , Piscataway, NJ. 
  • Ma J, R Diao, YV Makarov, PV Etingov, N Zhou, and JE Dagle. 2010. "Building Decision Trees for Characteristic Ellipsoid Method to Monitor Power System Transient Behaviors." In 2010 IEEE Power and Energy Society General Meeting.  IEEE, Piscataway, NJ.  doi:10.1109/PES.2010.5590036
  • Ma J, YV Makarov, and ZY Dong. 2010. "Phasor Measurement Unit and Its Application in Modern Power Systems." Chapter 6 in Emerging Techniques in Power System Analysis, ed. ZY Dong and P Zhang, pp. 147-184.  Springer, New York, NY. 
  • Makarov YV, JF Reyes Spindola, NA Samaan, R Diao, and RP Hafen. 2010. "Wind and Load Forecast Error Model for Multiple Geographically Distributed Forecasts." 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, Québec City, Québec, Canada, October 18- 19, p. Paper No. w151.  Energynautics GmbH , Langen, Germany. 
  • Makarov YV, N Zhou, PV Etingov, NA Samaan, J Ma, R Diao, and RT Guttromson. 2010. "Analyzing of Balancing Authorities Cooperation Methods with High Variable Generation Penetration." 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, Québec City, Québec, Canada, October 18- 19, p. Paper No. 036.  Energynautics GmbH , Langen, Germany. 
  • Makarov YV, PV Etingov, N Zhou, J Ma, NA Samaan, R Diao, SV Malhara, RT Guttromson, P Du, and C Sastry. 2010. Analysis Methodology for Balancing Authority Cooperation in High Penetration of Variable GenerationPNNL-19229, Pacific Northwest National Laboratory, Richland, WA. 
  • Makarov YV, PV Etingov, Z Huang, J Ma, BB Chakrabarti, K Subbarao, C Loutan, and RT Guttromson. 2010. "Integration of Wind Generation and Load Forecast Uncertainties into Power Grid Operations." In IEEE PES Transmission and Distribution Conference and Exposition.  IEEE , Piscataway, NJ.  doi:10.1109/TDC.2010.5484201
  • Makarov YV, S Lu, X Guo, J Gronquist, P Du, TB Nguyen, and JW Burns. 2010. Wide Area Security Region Final Report PNNL-19331, Pacific Northwest National Laboratory, Richland, WA. 
  • Makarov YV, Z Huang, PV Etingov, J Ma, RT Guttromson, K Subbarao, and BB Chakrabarti. 2010. Wind Energy Management System Integration Project Incorporating Wind Generation and Load Forecast Uncertainties into Power Grid Operations PNNL-19083, Pacific Northwest National Laboratory, Richland, WA. 
  • Makarov YV, Z Huang, PV Etingov, J Ma, RT Guttromson, K Subbarao, and BB Chakrabarti. 2010. Wind Energy Management System EMS Integration Project: Incorporating Wind Generation and Load Forecast Uncertainties into Power Grid Operations PNNL-19189, Pacific Northwest National Laboratory, Richland, WA. 
  • Zhou N, PV Etingov, YV Makarov, RT Guttromson, and B McManus. 2010. "Improving Area Control Error Diversity Interchange (ADI) Program by Incorporating Congestion Constraints." In Proceedings of IEEE PES 2010 Transmission and Distribution Conference and Exposition.  Institute of Electrical and Electronics Engineers, Piscataway, NJ. 

2009

  • Makarov YV, C Loutan, J Ma, and P De Mello. 2009. "Operational Impacts of Wind Generation on California Power Systems." IEEE Transactions on Power Systems 24(2):1039-1050. 
  • Lu N, MR Weimar, YV Makarov, J Ma, and VV Viswanathan. 2009. The Wide-Area Energy Storage and Management System – Battery Storage EvaluationPNNL-18679, Pacific Northwest National Laboratory, Richland, WA. 
  • Lu S, YV Makarov, CA McKinstry, AJ Brothers, and S Jin. 2009. Low Probability Tail Event Analysis and Mitigation in BPA Control Area: Task 2 ReportPNNL-18769, Pacific Northwest National Laboratory, Richland, WA. 
  • Lu S, and YV Makarov. 2009. Low Probability Tail Event Analysis and Mitigation in BPA Control Area: Task One ReportPNNL-19027, Pacific Northwest National Laboratory, Richland, WA. 
  • Makarov YV, B Yang, JG DeSteese, P Nyeng, CH Miller, J Ma, S Lu, VV Viswanathan, DJ Hammerstrom, B McManus, J Pease, C Loutan, and GR RosenBlum. 2009. "Wide-Area Energy Storage and Management System to Balance Intermittent Resources in the Bonneville Power Administration and California ISO Control Areas." In Proceedings of the 8th International Workshop on Large-Scale Integration of Wind Power into Power Systems, October 14-15, 2009, Bremen, Germany, ed. U Betancourt and T Ackermann.  Energynautics GmbH, Langen, Germany. 

2008

  • Makarov YV, and S Lu. 2008. Operational Impacts of Wind Energy Resources in the Bonneville Power Administration Control Area - Phase I ReportPNNL-17558, Pacific Northwest National Laboratory, Richland, WA. 
  • Makarov YV, C Loutan, J Ma, P De Mello, and S Lu. 2008. "Evaluating Impacts of Wind Generation on Regulation and Load Following Requirements in the California ISO Service Area." In Windpower 2008 Conference & Exhibition, June 104, 2008, Houston, Texas., pp. 372-377  American Wind Energy Association, Washington, DC. 
  • Makarov YV, C Loutan, J Ma, P De Mello, and S Lu. 2008. "Impacts of Integration of Wind Generation on Regulation and Load Following Requirements of California Power Systems." In Proceedings of 5th International Conference on the European Electricity Market - EEM 2008, pp. 1-6.  Institute of Electrical and Electronics Engineers, Piscataway, NJ.  doi:10.1109/EEM.2008.4579027
  • Makarov YV, C Loutan, J Ma, P De Mello, and S Lu. 2008. "Impacts of Wind Generation on Regulation and Load Following Requirements in the California System ." In IEEE Power and Energy Society General Meeting: Conversion and Delivery of Electrical Energy in the 21st , pp. 1-9.  Institute of Electical and Electronics Engineers, Piscataway, NJ.  doi:10.1109/PES.2008.4596097
  • Makarov YV, S Lu, B McManus, and J Pease. 2008. "The Future Impact of Wind on BPA Power System Ancillary Services." In 2008 IEEE PES Transmission and Distribution Conference and Exposition.  Institute of Electrical and Electronics Engineers, Piscataway, NJ.  doi:10.1109/TDC.2008.4517101
  • Makarov YV, S Lu, B McManus, and J Pease. 2008. "The Future Impact of Wind on BPA Power System Load Following and Regulation Requirements." In Proceedings 5th International Conference on the European Electricity Market - EEM08.  IEEE , Piscataway, NJ.  doi:10.1109/EEM.2008.4579079
  • Makarov YV, S Lu, J Ma, and TB Nguyen. 2008. Assessing the Value of Regulation Resources Based on Their Time Response CharacteristicsPNNL-17632, Pacific Northwest National Laboratory, Richland, WA. 
  • Makarov YV, Z Dong, and DJ Hill. 2008. "On Convexity of Power Flow Feasibility Boundary ." IEEE Transactions on Power Systems 23(2):811-813. 
  • Yang B, YV Makarov, JG DeSteese, VV Vishwanathan, P Nyeng, B McManus, and J Pease. 2008. "On the Use of Energy Storage Technologies for Regulation Services in Electric Power Systems with Significant Penetration of Wind Energy." In Proceedings of the 5th International Conference on the European Electricity Market: EEM 2008 European Electricity Market, 2008. EEM 2008. 5th International Conference on , pp. 1-6.  IEEE , Piscataway, NJ.  doi:10.1109/EEM.2008.4579075
  • Makarov YV, B Yang, JG DeSteese, S Lu, CH Miller, P Nyeng, J Ma, DJ Hammerstrom, and VV Vishwanathan. 2008. Wide-Area Energy Storage and Management system to Balance Intermittent Resources in the Bonneville Power Administration and California ISO Control AreasPNNL-17574, Pacific Northwest National Laboratory, Richland, WA. 

2007

  • Makarov YV, J Ma, and ZY Dong. 2007. "Determining Static Stability Boundaries Using A Non-Iterative Method." In IEEE Power Engineering Society General Meeting, June 24-28, 2007, Tampa, FL, USA, p. 9 pages.  Institute of Electrical and Electronics Engineers, Piscataway, NJ.  doi:10.1109/PES.2007.385897

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