Two-Stage Robust Planning Model for Park-Level Integrated Energy System Considering Uncertain Equipment Contingency (2404.19415v2)
Abstract: To enhance the reliability of Integrated Energy Systems (IESs) and address the research gap in reliability-based planning methods, this paper proposes a two-stage robust planning model specifically for park-level IESs. The proposed planning model considers uncertainties like load demand fluctuations and equipment contingencies, and provides a reliable scheme of equipment selection and sizing for IES investors. Inspired by the unit commitment problem, we formulate an equipment contingency uncertainty set to accurately describe the potential equipment contingencies which happen and can be repaired within a day. Then, a modified nested column-and-constraint generation algorithm is applied to solve this two-stage robust planning model with integer recourse efficiently. In the case study, the role of energy storage system for IES reliability enhancement is analyzed in detail. Computational results demonstrate the advantage of the proposed model over other planning models in terms of improving reliability.
- H. Sun, Q. Guo, and Z. Pan, “Energy internet:concept,architecture and frontier outlook,” Automation of Electric Power Systems, 2015.
- L. A. Roald, D. Pozo, A. Papavasiliou, D. K. Molzahn, J. Kazempour, and A. Conejo, “Power systems optimization under uncertainty: A review of methods and applications,” Electric Power Systems Research, vol. 214, p. 108725, 2023. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0378779622007842
- S. Yang, Z. Tan, H. Lin, P. Li, G. De, F. Zhou, and L. Ju, “A two-stage optimization model for park integrated energy system operation and benefit allocation considering the effect of time-of-use energy price,” Energy, vol. 195, p. 117013, 2020. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0360544220301201
- Y. Chen, Y. Zheng, F. Luo, J. Wen, and Z. Xu, “Reliability evaluation of distribution systems with mobile energy storage systems,” IET Renewable Power Generation, vol. 10, no. 10, pp. 1562–1569, 2016.
- G. Sansavini, R. Piccinelli, L. R. Golea, and E. Zio, “A stochastic framework for uncertainty analysis in electric power transmission systems with wind generation,” Renewable Energy, vol. 64, pp. 71–81, 2014. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0960148113005806
- G. Koeppel and G. Andersson, “Reliability modeling of multi-carrier energy systems,” Energy, vol. 34, no. 3, pp. 235–244, 2009. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0360544208001151
- R. A. Jabr, I. Džafić, and B. C. Pal, “Robust optimization of storage investment on transmission networks,” IEEE Transactions on Power Systems, vol. 30, no. 1, pp. 531–539, 2015.
- S. Moret, F. Babonneau, M. Bierlaire, and F. Maréchal, “Decision support for strategic energy planning: A robust optimization framework,” European Journal of Operational Research, vol. 280, no. 2, pp. 539–554, 2020. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0377221719304904
- ——, “Overcapacity in european power systems: Analysis and robust optimization approach,” Applied Energy, vol. 259, p. 113970, 2020. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0306261919316575
- Y. Zhang, Y. Hu, J. Ma, and Z. Bie, “A mixed-integer linear programming approach to security-constrained co-optimization expansion planning of natural gas and electricity transmission systems,” IEEE Transactions on Power Systems, vol. 33, no. 6, pp. 6368–6378, 2018.
- Z. Xiong, X. Shen, B. Wang, Q. Guo, H. Sun, and Z. Pan, “Optimal planning of electric-heat coupled integrated energy system with n-1 constraints,” in 2020 IEEE 4th Conference on Energy Internet and Energy System Integration (EI2), 2020, Conference Proceedings, pp. 221–226.
- R. L. Chen, A. Cohn, N. Fan, and A. Pinar, “Contingency-risk informed power system design,” IEEE Transactions on Power Systems, vol. 29, no. 5, pp. 2087–2096, 2014.
- S. Bahramirad, W. Reder, and A. Khodaei, “Reliability-constrained optimal sizing of energy storage system in a microgrid,” IEEE Transactions on Smart Grid, vol. 3, no. 4, pp. 2056–2062, 2012.
- S. Dehghan, N. Amjady, and A. J. Conejo, “Reliability-constrained robust power system expansion planning,” IEEE Transactions on Power Systems, vol. 31, no. 3, pp. 2383–2392, 2016.
- C. He, L. Wu, T. Liu, and Z. Bie, “Robust co-optimization planning of interdependent electricity and natural gas systems with a joint n-1 and probabilistic reliability criterion,” IEEE Transactions on Power Systems, vol. 33, no. 2, pp. 2140–2154, 2018.
- L. C. d. Costa, F. S. Thomé, J. D. Garcia, and M. V. F. Pereira, “Reliability-constrained power system expansion planning: A stochastic risk-averse optimization approach,” IEEE Transactions on Power Systems, vol. 36, no. 1, pp. 97–106, 2021.
- B. Yin, Y. Li, S. Miao, Y. Lin, and H. Zhao, “An economy and reliability co-optimization planning method of adiabatic compressed air energy storage for urban integrated energy system,” Journal of Energy Storage, vol. 40, 2021.
- X. Zhang, L. Che, M. Shahidehpour, A. S. Alabdulwahab, and A. Abusorrah, “Reliability-based optimal planning of electricity and natural gas interconnections for multiple energy hubs,” IEEE Transactions on Smart Grid, vol. 8, no. 4, pp. 1658–1667, 2017.
- M. Jooshaki, A. Abbaspour, M. Fotuhi-Firuzabad, G. Muñoz-Delgado, J. Contreras, M. Lehtonen, and J. M. Arroyo, “An enhanced milp model for multistage reliability-constrained distribution network expansion planning,” IEEE Transactions on Power Systems, vol. 37, no. 1, pp. 118–131, 2022.
- Z. Xiong, X. Shen, Q. Wu, Q. Guo, and H. Sun, “Stochastic planning for low-carbon building integrated energy system considering electric-heat-v2g coupling,” International Journal of Electrical Power & Energy Systems, vol. 151, p. 109148, 2023. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0142061523002053
- Y. Fang and G. Sansavini, “Optimizing power system investments and resilience against attacks,” Reliability Engineering & System Safety, vol. 159, pp. 161–173, 2017. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0951832016307244
- P. Favre-Perrod, “A vision of future energy networks,” in 2005 IEEE Power Engineering Society Inaugural Conference and Exposition in Africa, 2007, Conference Proceedings, pp. 13–17.
- D. Bertsimas, E. Litvinov, X. A. Sun, J. Zhao, and T. Zheng, “Adaptive robust optimization for the security constrained unit commitment problem,” IEEE Transactions on Power Systems, vol. 28, no. 1, pp. 52–63, 2013.
- B. Zeng and L. Zhao, “Solving two-stage robust optimization problems using a column-and-constraint generation method,” Operations Research Letters, vol. 41, no. 5, pp. 457–461, 2013. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0167637713000618
- L. Zhao and B. Zeng, “An exact algorithm for two-stage robust optimization with mixed integer recourse problems,” submitted, available on Optimization-Online. org, 2012.
- X. Shen, Q. Guo, X. U. Yinliang, H. Sun, and T. University, “Robust planning method for regional integrated energy system considering multi-energy load uncertainties,” Automation of Electric Power Systems, 2019.
- J.-J. Wang, C. Fu, K. Yang, X.-T. Zhang, G.-h. Shi, and J. Zhai, “Reliability and availability analysis of redundant bchp (building cooling, heating and power) system,” Energy, vol. 61, pp. 531–540, 2013. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S036054421300769X
- G. Huang, J. Wang, C. Chen, J. Qi, and C. Guo, “Integration of preventive and emergency responses for power grid resilience enhancement,” IEEE Transactions on Power Systems, vol. 32, no. 6, pp. 4451–4463, 2017.