Reliability-Constrained AC Power Flow-Based Co-Optimization Planning of Generation and Transmission Systems With Uncertainties

As the penetration of renewable energy continues to grow, power system expansion planning needs new techniques to balance the cost to achieve high renewable targets while maintaining a certain level of flexibility and reliability in the presence of uncertainties. Firstly, this paper presents a long-term stochastic co-optimization planning model, for minimizing the total investment cost and operation cost. A linearized AC power flow model which could accurately retain bus voltages, reactive power and network losses is implemented to better accommodate renewable generation. Besides generating units and transmission lines, capacitor banks and static Var compensators are included as reactive compensation equipment. Furthermore, the proposed model also includes probabilistic reliability criterion LOLE, which is incorporated as constraints to derive reliable and economic co-planning decisions. Then the proposed model is reformulated as a mixed-integer second order cone programming problem which could be readily solved by off-the-shelf commercial solvers. Finally, numerical case studies illustrate the effectiveness of the proposed reliability-constrained co-optimization planning approach considering uncertainties.

[1]  Shahram Jadid,et al.  Reliability constrained coordination of generation and transmission expansion planning in power systems using mixed integer programming , 2011 .

[2]  V. Quintana,et al.  Generation and Transmission Expansion Under Risk Using Stochastic Programming , 2007, IEEE Transactions on Power Systems.

[3]  Xinyuan Liu,et al.  Two-Stage Robust Security Constrained Unit Commitment Considering the Spatiotemporal Correlation of Uncertainty Prediction Error , 2019, IEEE Access.

[4]  Shengwei Mei,et al.  Robust Coordinated Transmission and Generation Expansion Planning Considering Ramping Requirements and Construction Periods , 2016, IEEE Transactions on Power Systems.

[5]  Salah Kamel,et al.  Optimal power flow solution incorporating a simplified UPFC model using lightning attachment procedure optimization , 2019, International Transactions on Electrical Energy Systems.

[6]  Chongqing Kang,et al.  Incorporating Massive Scenarios in Transmission Expansion Planning With High Renewable Energy Penetration , 2020, IEEE Transactions on Power Systems.

[7]  Mohammad Shahidehpour,et al.  Security-constrained unit commitment with volatile wind power generation , 2009, 2009 IEEE Power & Energy Society General Meeting.

[8]  Jaeseok Choi A method for transmission system expansion planning considering probabilistic reliability criteria , 2005, IEEE Transactions on Power Systems.

[9]  Lei Wu,et al.  Robust Co-Optimization Planning of Interdependent Electricity and Natural Gas Systems With a Joint N-1 and Probabilistic Reliability Criterion , 2018, IEEE Transactions on Power Systems.

[10]  Nima Amjady,et al.  Generation and Transmission Expansion Planning: MILP–Based Probabilistic Model , 2014, IEEE Transactions on Power Systems.

[11]  Chongqing Kang,et al.  A Linearized OPF Model With Reactive Power and Voltage Magnitude: A Pathway to Improve the MW-Only DC OPF , 2018, IEEE Transactions on Power Systems.

[12]  Hongjie Jia,et al.  An Incremental Reliability Assessment Approach for Transmission Expansion Planning , 2018, IEEE Transactions on Power Systems.

[13]  M. Shahidehpour,et al.  Market-Based Generation and Transmission Planning With Uncertainties , 2009, IEEE Transactions on Power Systems.

[14]  Pedro Gazmuri,et al.  An Adaptive Robust Optimization Model for Power Systems Planning with Operational Uncertainty , 2020, 2020 IEEE Power & Energy Society General Meeting (PESGM).

[15]  Saeed Zolfaghari,et al.  Bilevel transmission expansion planning using second-order cone programming considering wind investment , 2018 .

[16]  L. Olmos,et al.  Coordination of Generation and Transmission Development Through Generation Transmission Charges—A Game Theoretical Approach , 2017, IEEE Transactions on Power Systems.

[17]  Vijay Vittal,et al.  An Improved Network Model for Transmission Expansion Planning Considering Reactive Power and Network Losses , 2014, IEEE Transactions on Power Systems.

[18]  J.H. Zhang,et al.  A Chance Constrained Transmission Network Expansion Planning Method With Consideration of Load and Wind Farm Uncertainties , 2009, IEEE Transactions on Power Systems.

[19]  Xinyuan Liu,et al.  Robust N–k CCUC model considering the fault outage probability of units and transmission lines , 2019 .

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

[21]  Jonathan L. Ho,et al.  An Engineering-Economic Approach to Transmission Planning Under Market and Regulatory Uncertainties: WECC Case Study , 2014, IEEE Transactions on Power Systems.

[22]  Salah Kamel,et al.  Optimal Placement of DGs in Distribution System Using an Improved Harris Hawks Optimizer Based on Single- and Multi-Objective Approaches , 2020, IEEE Access.

[23]  Xinyuan Liu,et al.  Two-Stage Robust Security-Constrained Unit Commitment Model Considering Time Autocorrelation of Wind/Load Prediction Error and Outage Contingency Probability of Units , 2019, IEEE Access.

[24]  M. Shahidehpour,et al.  Market-Based Coordination of Transmission and Generation Capacity Planning , 2007, IEEE Transactions on Power Systems.

[25]  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.

[26]  Huiping Zheng,et al.  Robust UC model based on multi‐band uncertainty set considering the temporal correlation of wind/load prediction errors , 2019, IET Generation, Transmission & Distribution.

[27]  Soumya Das,et al.  Security constrained AC transmission network expansion planning , 2018, Electric Power Systems Research.

[28]  João Tomé Saraiva,et al.  A two-stage strategy for security-constrained AC dynamic transmission expansion planning , 2020 .

[29]  F. Bouffard,et al.  An electricity market with a probabilistic spinning reserve criterion , 2004, IEEE Transactions on Power Systems.

[30]  Salah Kamel,et al.  Optimal Power Flow Solution With an Embedded Center-Node Unified Power Flow Controller Using an Adaptive Grasshopper Optimization Algorithm , 2020, IEEE Access.

[31]  Salah Kamel,et al.  Single- and multi-objective optimal power flow frameworks using Jaya optimization technique , 2019, Neural Computing and Applications.

[32]  Shaimaa Omran,et al.  AC load flow based model for transmission expansion planning , 2019, Electric Power Systems Research.