This book addresses the uncertainties of wind power modeled as interval numbers and assesses the physical modeling and methods for interval power flow, interval economic dispatch and interval robust economic dispatch. In particular, the optimization models are set up to address these topics and the state-of-the-art methods are employed to efficiently solve the proposed models. Several standard IEEE test systems as well as real-world large-scale Polish power systems have been tested to verify the effectiveness of the proposed models and methods. These methods can be further applied to other research fields that are involved with uncertainty.

Nominated as an outstanding Ph.D. thesis by Tsinghua University Develops a new kind of operation and analysis for power systems to address the uncertainties of renewable energy Proposes new methods for solving right-hand side interval linear/nonlinear equations and optimization that can be applied to the research focusing on the interval analysis Describes robust optimization methods for finding a robust optimal scheduling that is immune to the uncertainties for industrial engineering Studies various new optimization algorithms that can be used for solving large-scale optimization problems and improve the computational efficiency Includes supplementary material: sn.pub/extras

Autorentext

Research Area: Power System Operations, Power System Economics, Electricity Market, Optimization Research Honors: Outstanding Graduate Awards from Southeast University in 2009 College Outstanding Undergraduate Thesis of Southeast University in 2009 Outstanding Student Awards in 2010College Innovation Awards in 2010 College Outstanding Master Thesis of Southeast University in 2012 National Scholarship Awards in 2014 College Outstanding Doctoral Thesis of Tsinghua University in 2015 Outstanding Graduate Awards from Tsinghua University in 2015 Outstanding Graduate Awards from Beijing City in 2015 Publication List:[1] Tao Ding, Linquan Bai, Zhaohong Bie, Fangxing Li, "An Adjustable Robust Optimal Power Flow with the Price of Robustness for Large-scale Power Systems" IET Generation, Transmission&Distribution, 2016, in-press. [2] Tao Ding, Jiajun Lv, Rui Bo, Zhaohong Bie, Fangxing Li, "Lift-and-Project MVEE Based Convex Hull for Robust SCED with Wind Power Integration Using Historical Data-Driven Modeling," Renewable Energy, 2016, in-press. [3] Tao Ding, Kai Sun, Can Huang, Zhaohong Bie, Fangxing Li, "Mixed Integer Linear Programming-based Splitting Strategies for Power System Islanding Operation Considering Network Connectivity", IEEE Systems Journal, 2016, in-press. [4] Can Huang, Fangxing Li, Tao Ding, Yumin Jiang, Jiahui Guo, Yilu Liu, "A Bounded Model of the Communication Delay for System Integrity Protection Schemes," IEEE Transactions on Power Delivery, 2016, in-press.[5] Tao Ding, Rui Bo, Fangxing Li, Hongbin Sun, "Optimal Power Flow with the Consideration of Flexible Transmission Line Impedance", IEEE Transactions on Power Systems, 2016, in-press. [6] Hu Yuan, Bie Zhaohong, Ding Tao, Yanling Lin, "An NSGA-II based multi-objective optimization for combined gas and electricity network expansion planning", Applied Energ, in-press, 2016. [7] Tao Ding, Shiyu Liu, Wei Yuan, Zhaohong Bie, Bo Zeng, "A Two-Stage Robust Reactive Power Optimization Considering Uncertain Wind Power Integration in Active Distribution Networks", IEEE Transactions on Sustainable Energy, 2016, vol. 7, no. 1, pp. 301-311, 2016. [8] Tao Ding, Rui Bo, Qinglai Guo, Hongbin Sun, "A robust two-level coordinated static voltage condition for centralized wind power integration", IEEE Transactions on Smart Grid, vol. 7, no. 1 pp. 460-470, 2016. [9] Tao Ding, Xue Li, Fangxing Li, Hongbin Sun, "Interval radial power flow using extended distflow formulation and Krawczyk iteration method with sparse approximate inverse preconditioner", IET Generation, Transmission&Distribution, vol. 9., no. 14, pp.1998-2006, 2015. [10] Tao Ding, Rui Bo, "Closure to Discussion on 'Interval Power Flow Analysis Using Linear Relaxation and Optimality-Based Bounds Tightening (OBBT) Methods'", IEEE Transactions on Power Systems, vol. 30., no. 4, pp. 2203-2203, 2015. [11] Can Huang, Fangxing Li, Tao Ding, Zhiqiang Jin, "Second-order Cone Programming Based Optimal Control for Wind Energy Conversion Systems over Complete Operating Regions", IEEE Transactions on Sustainable Energy, vol. 6., no. 1, pp.263-271, 2015. [12] Tao Ding, Rui Bo, Fangxing Li, Hongbin Sun, "A bi-level branch and bound method for economic dispatch with disjoint prohibited zones considering network losses", IEEE Transactions on Power Systems, vol. 30 No.6. pp.2841-2855, 2015. [13] Tao Ding, Rui Bo, Fangxing Li, Qinglai Guo, Hongbin Sun, Wei Gu,Gan Zhou,"Interval power flow analysis using linear relaxation and optimality-based bounds tightening (OBBT) methods," IEEE Transactions on Power Systems, vol.

Inhalt
Introduction.- Mathematics for Interval Algebra and Optimization.- The Research and Application of Interval Power Flow.- Interval Economic Dispatch and The Tackling of Infeasible Model.- Robust Interval Economic Dispatch and The Price of Robustness.- Acceleration Strategies for Large-scale Economic Dispatch Models.- Conclusions and Prospects.