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Stochastic Optimal Operation and Risk Analysis for Integrated Power and Gas Systems | ||
| Journal of Operation and Automation in Power Engineering | ||
| دوره 9، شماره 1، تیر 2021، صفحه 80-87 اصل مقاله (651.67 K) | ||
| نوع مقاله: Research paper | ||
| شناسه دیجیتال (DOI): 10.22098/joape.2020.6778.1503 | ||
| نویسندگان | ||
| B. Sheykhloei* 1؛ T. Abedinzadeh2؛ L. Mohammadiyan2؛ B. Mohammadi-Ivatloo3، 4 | ||
| 1Department of Electrical Engineering, Shabestar Branch, Islamic Azad University, Shabestar, Iran | ||
| 2Department of Electrical Engineering, Shabestar Branch, Islamic Azad University, Shabestar, Iran | ||
| 3Department of Computer and Electrical Engineering, Tabriz University, Tabriz, Iran | ||
| 4Department of Energy Technology, Aalborg University, 9220, Aalborg East, Denmark | ||
| چکیده | ||
| The increment integration of renewable distributed energies means the desired operation of the electric power system will significantly depend on the performance of primary energy. In this order, an integrated approach for mutual interaction between the electricity and natural gas systems has been considered for the purpose of ensuring optimal energy exchanging between the electric power system and the natural gas network. We propose a scenario based optimal operation approach to optimize the operation of integrated power and gas systems (IPGS). Regarding the unpredictable nature of wind speed and solar radiation as well as uncertain load demand, random scenarios are generated by a normal probability density function. Then, Latin hypercube sampling is applied to realize the stochastic framework of IPGS operation. The proposed model minimizes the operation cost of conventional power system generators and gas wells over a 24 h operation horizon. In addition, the conditional value-at-risk is utilized to manage financial risks and uncertainties due to the operation cost-minimizing in the proposed IPGS optimal operation problem. The proposed integrated operating approach is applied to a 24-Bus power system with renewable resources of a photovoltaic, wind turbine, energy storage, with a 7-node natural gas network and two gas wells. | ||
| کلیدواژه‌ها | ||
| Power system؛ gas network؛ uncertainty؛ stochastic scheduling؛ MINLP | ||
| مراجع | ||
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[1] B. Sheykhloei, T. Abedinzadeh, B. Mohammadi-ivatloo, and L. Mohammadianan, “Optimal co-scheduling of distributed generation resources and natural gas network considering uncertainties”, J. Energy Storage, vol. 21, pp. 383-392, 2019.
[2] C. Unsihuay-Vila et al., “A model to long-term, multiarea, multistage, and integrated expansion planning of electricity and natural gas systems”, IEEE Trans. Power Syst., vol. 25, pp. 1154-1168, 2010.
[3] Black and Veatch, “New England natural gas infrastructure and electric generation: Constraints and solutions,” New England States Committee Electr., 2013.
[4] Q. Jing et al., “Expansion co-planning for shale gas integration in a combined energy market”, J. Mod. Power Syst. Clean Energy, vol. 3, pp. 302-311, 2015.
[5] Y. Nie, M. Farrokhifar and D. Pozo, “Electricity and gas network expansion planning: An admm-based decomposition approach”, IEEE Power Tech, 2019.
[6] H. Branch, “Optimum network reconfiguration to improve power quality and reliability in distribution system”, Int. J. Grid Distrib. Comput., vol. 9, pp. 101-110, 2016.
[7] S. Halilˇcevi´c and I. Softi´c, “Degree of optimality as a measure of distance of power system operation from optimal operation”, J. Oper. Autom. Power Eng., vol. 6, pp. 69-79, 2018.
[8] R. Levitan, S. Wilmer and R. Carlson, “Pipeline to reliability: unraveling gas and electric interdependencies across the eastern interconnection”, IEEE Power Energy Mag., vol. 12, pp. 78-88, 2014.
[9] J. Rifkin, The third industrial revolution: how lateral power is transforming energy, the economy, and the world. Macmillan, 2011.
[10] P. Lund, J. Lindgren, J. Mikkola and J. Salpakari, “Review of energy system flexibility measures to enable high levels of variable renewable electricity”, Renewable Sustainable Energy Rev., vol. 45, pp. 785-807, 2015.
[11] Y. Li et al., “Optimal stochastic operation of integrated low-carbon electric power, natural gas, and heat delivery system”, IEEE Trans. Sustainable Energy, vol. 9, pp. 273-283, 2017.
[12] F. Sohrabi, F. Jabari, B. Mohammadi-Ivatloo and A. Soroudi, “Coordination of interdependent natural gas and electricity systems based on information gap decision theory”, IET Gener. Transm. Distrib., vol. 13, pp. 3362-69, 2019.
[13] C. He, L. Wu, T. Liu and M. Shahidehpour, “Robust co-optimization scheduling of electricity and natural gas systems via ADMM”, IEEE Trans. Sustainable Energy, vol. 8, pp. 658-670, 2016.
[14] V. Amir, S. Jadid and M. Ehsan, “Operation of multi carrier microgrid (MCMG) considering demand response”, J. Oper. Autom. Power Eng., vol. 7, pp. 119-128, 2019.
[15] F. Jabari et al., “Optimal short-term coordination of desalination, hydro and thermal units”, J. Oper. Autom. Power Eng., vol. 7, pp. 141-147, 2019.
[16] B. Faridpak, M. Farrokhifar, I. Murzakhanov and A. Safari, “A series multi-step approach for operation co-optimization of integrated power and natural gas systems”, Energy, pp. 117897, 2020.
[17] H. Latifi, M. Farrokhifar, A. Safari and S. Pournasir, “Optimal sizing of combined heat and power generation units using of MPSO in the BESAT industrial zone”, Int. J. Energy Stat., vol. 4, pp. 1650002, 2016.
[18] M. Farrokhifar, Y. Nie and D. Pozo, “Energy systems planning: A survey on models for integrated power and natural gas networks coordination”, Appl. Energy, vol. 262, pp. 114567, 2020.
[19] A. Conejo, M. Carri´on and J. Morales, Decision Making Under Uncertainty in Electricity Markets, ser. International Series in Operations Research Management Science.
[20] S. Moazeni, W. Powell and A. Hajimiragha, “Mean-conditional value-at-risk optimal energy storage operation in the presence of transaction costs”, IEEE Trans. Power Syst., vol. 30, pp. 1222-32, 2015.
[21] Y. Li et al., “Optimal operation strategy for integrated natural gas generating unit and power-to-gas conversion facilities”, IEEE Trans. Sustainable Energy, vol. 9, pp. 1870-1879, 2018.
[22] B. Faridpak, H. Gharibeh, M. Farrokhifar and D. Pozo, “Two-step LP approach for optimal placement and operation of EV charging stations”, IEEE PES Innovative Smart Grid Technol. Eur., 2019.
[23] Gams development corp, https://www.gams.com, accessed: 2019-08-30.
[24] J. Li, F. Lan and H. Wei, “A scenario optimal reduction method for wind power time series”, IEEE Trans. Power Syst., vol. 31, pp. 1657-58, 2015.
[25] A. Sawas, H. Khani and H. Farag, “On the resiliency of power and gas integration resources against cyber-attacks”, IEEE Trans. Ind. Inf., 2020. | ||
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