Contingency-constrained robust transmission expansion planning under uncertainty

Abstract This paper studies the problem of robust transmission expansion planning (TEP) considering the N - k contingency and the uncertainty of load demand and renewable energy source (RES) generation. The expansion plan needs to meet constraints under the normal state and N - k contingency. Under the normal state, the problem to determine the worst-case loss-of-load and RES spillage is reformulated as a mixed integer linear programming (MILP) problem by application of dual theory. Under the N - k contingency, the problem to determine the worst-case loss-of-load is also reformulated as a MILP problem. The whole TEP problem is solved by the technique of Benders decomposition (BD). The expansion plan obtained by the proposed approach in this paper can accommodate all possible realizations of uncertain parameters defined by the uncertainty budget under both normal state and contingencies. Case studies are carried out on the revised IEEE 24-bus test system and revised IEEE RTS-96. Results show the optimal expansion plan is greatly affected by the uncertainty budget and N - k contingency.

[1]  Ali Pinar,et al.  Contingency-Risk Informed Power System Design , 2014, IEEE Transactions on Power Systems.

[2]  Juan C. Meza,et al.  Optimization Strategies for the Vulnerability Analysis of the Electric Power Grid , 2010, SIAM J. Optim..

[3]  R. Baldick,et al.  Transmission Planning Under Uncertainties of Wind and Load: Sequential Approximation Approach , 2013, IEEE Transactions on Power Systems.

[4]  Turaj Amraee,et al.  Robust dynamic network expansion planning considering load uncertainty , 2015 .

[5]  Faruk Ugranli,et al.  Transmission Expansion Planning for Wind Turbine Integrated Power Systems Considering Contingency , 2016, IEEE Transactions on Power Systems.

[6]  M. Carrion,et al.  Vulnerability-Constrained Transmission Expansion Planning: A Stochastic Programming Approach , 2007, IEEE Transactions on Power Systems.

[7]  Ross Baldick,et al.  A Stochastic Transmission Planning Model With Dependent Load and Wind Forecasts , 2015, IEEE Transactions on Power Systems.

[8]  Ahad Kazemi,et al.  Robust transmission system expansion considering planning uncertainties , 2013 .

[9]  Chao Yang,et al.  Severe Multiple Contingency Screening in Electric Power Systems , 2008, IEEE Transactions on Power Systems.

[10]  Mohammad Shahidehpour,et al.  The IEEE Reliability Test System-1996. A report prepared by the Reliability Test System Task Force of the Application of Probability Methods Subcommittee , 1999 .

[11]  Li He,et al.  Regional planning of new-energy systems within multi-period and multi-option contexts: A case study of Fengtai, Beijing, China , 2016 .

[12]  A. Monticelli,et al.  Test systems and mathematical models for transmission network expansion planning , 2002 .

[13]  Kevin Tomsovic,et al.  Security Constrained Multi-Stage Transmission Expansion Planning Considering a Continuously Variable Series Reactor , 2017, IEEE Transactions on Power Systems.

[14]  R. A. Jabr,et al.  Robust Transmission Network Expansion Planning With Uncertain Renewable Generation and Loads , 2013, IEEE Transactions on Power Systems.

[15]  Antonio J. Conejo,et al.  Robust transmission expansion planning , 2015, Eur. J. Oper. Res..

[16]  Sara Lumbreras,et al.  Automatic selection of candidate investments for Transmission Expansion Planning , 2014 .

[17]  Nima Amjady,et al.  Multi-objective robust transmission expansion planning using information-gap decision theory and augmented ɛ-constraint method , 2014 .

[18]  Alexandre Street,et al.  An adjustable robust optimization approach for contingency-constrained transmission expansion planning , 2015, 2015 IEEE Power & Energy Society General Meeting.

[19]  Antonio J. Conejo,et al.  Reliability-Constrained Robust Power System Expansion Planning , 2016, IEEE Transactions on Power Systems.

[20]  Lingfeng Wang,et al.  A conceptual study on reliability constrained transmission system planning including wind power , 2009, 2009 IEEE Power & Energy Society General Meeting.

[21]  Rongrit Chatthaworn,et al.  Improving method of robust transmission network expansion planning considering intermittent renewable energy generation and loads , 2015 .

[22]  Raquel García-Bertrand,et al.  Robust Transmission Network Expansion Planning in Energy Systems: Improving Computational Performance , 2015, Eur. J. Oper. Res..

[23]  Xiaojun Wang,et al.  Short-term load forecasting based on big data technologies , 2015 .

[24]  J. Arroyo,et al.  A Risk-Based Approach for Transmission Network Expansion Planning Under Deliberate Outages , 2010, IEEE Transactions on Power Systems.

[25]  Nikos D. Hatziargyriou,et al.  Transmission Expansion Planning of Systems With Increasing Wind Power Integration , 2013, IEEE Transactions on Power Systems.

[26]  Enzo Sauma,et al.  Reliable Renewable Generation and Transmission Expansion Planning: Co-Optimizing System's Resources for Meeting Renewable Targets , 2017, IEEE Transactions on Power Systems.