اخبار و اعلانات
آمار
| تعداد نشریات | 29 |
| تعداد شماره‌ها | 630 |
| تعداد مقالات | 6,368 |
| تعداد مشاهده مقاله | 9,734,142 |
| تعداد دریافت فایل اصل مقاله | 6,365,057 |
A Robust Primary Frequency Response Constrained Unit Commitment considering Uncertain Frequency Support of Units | ||
| International Journal of Industrial Electronics Control and Optimization | ||
| مقاله 4، دوره 5، شماره 3، دی 2022، صفحه 241-249 اصل مقاله (570.71 K) | ||
| نوع مقاله: Research Articles | ||
| شناسه دیجیتال (DOI): 10.22111/ieco.2022.39777.1377 | ||
| نویسندگان | ||
| Mehrdad Manshor1؛ Mahmood Joorabian* 2؛ Afshin Lashkarara1 | ||
| 1Department of Electrical Engineering, Dezful Branch, Islamic Azad University, Dezful, Iran. | ||
| 2Department of Electrical Engineering, Faculty of Engineering, Shahid Chamran University of Ahvaz, Ahvaz, Iran | ||
| چکیده | ||
| Power management in microgrids is a major challenge due to its low total inertia and capacity. The lower the microgrid generation capacity is, the higher the share of each generation unit in total power will be, and the higher the frequency deviation in less time will be when an outage occurs. So, preventive actions can be more reasonable and affordable than corrective actions for microgrid power and frequency control. In this regard, a new primary frequency response-constrained unit commitment model is presented here to prevent excessive frequency deviations by more commitment of higher inertia power plants and more contribution of renewable energy resources or energy storage systems’ fast inertia response. To have a mixed-integer linear programming model, the primary frequency response constraints are linearized. The model is solved by the combination of two commercial solvers named MOSEK and YALMIP in the MATLAB 2018 environment. The proposed model is examined on a real isolated microgrid (an island). The results show that by activating the primary frequency support of distributed energy resources, the power can be managed with lower costs because there will be less need to start up fast (and expensive) gas turbine generation units. In addition, although comparing the model with others shows the more expensive management procedure, better frequency stability is obtained in contingencies. | ||
| کلیدواژه‌ها | ||
| Microgrid Power Management؛ Mixed-Integer Linear Programming؛ Primary Frequency Response؛ Reliability | ||
| مراجع | ||
|
[1] A. Karimi, Y. Jafarian, H. Bevrani, and R. Mirzaei, "Frequency response improvement in microgrids: a fuzzy–based virtual synchronous generator approach," International Journal of Industrial Electronics Control and Optimization, vol. 3, no. 2, pp. 147-158, 2020.
[2] M. Alizadeh, H. Askarian Abyaneh, A. Bakhshai, and N. Khodabakhshi Javinani, "An Enhanced Distributed State Feedback for Secondary Control in an Islanded Microgrid," International Journal of Industrial Electronics Control and Optimization, 2022. [3] P. Sheikhzadeh-Baboli and M. Assili, "Introducing a New Optimized Emergency Demand Side Management Method to Restore the Power System Frequency," International Journal of Industrial Electronics Control and Optimization, vol. 5, no. 1, pp. 1-9, 2022. [4] A. Karimipouya, S. Karimi, and H. Abdi, "Microgrid frequency control using the virtual inertia and ANFIS-based Controller," International Journal of Industrial Electronics Control and Optimization, vol. 2, no. 2, pp. 145-154, 2019. [5] Z. Wu et al., "State-of-the-art review on frequency response of wind power plants in power systems," Journal of Modern Power Systems and Clean Energy, vol. 6, no. 1, pp. 1-16, 2018. [6] R. Sepehrzad, S. Nakhaeisharif, A. Al-Durra, M. Allahbakhshi, and A. Moridi, "Islanded micro-grid frequency control based on the optimal-intelligent lyapunov algorithm considering power dynamic and communication uncertainties," Electric Power Systems Research, vol. 208, p. 107917, 2022. [7] A. Conde, G. Perez, G. Gutierrez-Alcaraz, and Z. Leonowiczc, "Frequency improvement in microgrids through Battery Management System control supported by a remedial action scheme," IEEE Access, 2022. [8] R. Rajan, F. M. Fernandez, and Y. Yang, "Primary frequency control techniques for large-scale PV-integrated power systems: A review," Renewable and Sustainable Energy Reviews, vol. 144, p. 110998, 2021. [9] A. Safari and H. Shahsavari, "Frequency-constrained unit commitment problem with considering dynamic ramp rate limits in the presence of wind power generation," Neural Computing and Applications, vol. 31, no. 9, pp. 52415254, 2019. [10] D. Rebollal, M. Chinchilla, D. Santos-Martín, and J. M. Guerrero, "Endogenous Approach of a Frequency Constrained Unit Commitment in Islanded Microgrid Systems," Energies, vol. 14, no. 19, p. 6290, 2021. [11] Z. Zhang, E. Du, F. Teng, N. Zhang, and C. Kang, "Modeling frequency dynamics in unit commitment with a high share of renewable energy," IEEE Transactions on Power Systems, vol. 35, no. 6, pp. 4383-4395, 2020. [12] S. S. Oskouee, S. Kamali, and T. Amraee, "Primary Frequency Support in Unit Commitment Using a Multi-Area Frequency Model With Flywheel Energy Storage," IEEE Transactions on Power Systems, vol. 36, no. 6, pp. 5105-5119, 2021. [13] N. Yang et al., "A Comprehensive Review of Security- Constrained Unit Commitment," Journal of Modern Power Systems and Clean Energy, 2021. [14] Z. A. Obaid, L. M. Cipcigan, L. Abrahim, and M. T. Muhssin, "Frequency control of future power systems: reviewing and evaluating challenges and new control methods," Journal of Modern Power Systems and Clean Energy, vol. 7, no.1, pp. 9-25, 2019. [15] F. Teng, V. Trovato, and G. Strbac, "Stochastic scheduling with inertia-dependent fast frequency response requirements," IEEE Transactions on Power Systems, vol. 31, no. 2, pp. 1557-1566, 2015. [16] Q. Shi, F. Li, and H. Cui, "Analytical method to aggregate multi-machine SFR model with applications in power system dynamic studies," IEEE Transactions on Power Systems, vol. 33, no. 6, pp. 6355-6367, 2018. [17] L. Badesa, F. Teng, and G. Strbac, "Optimal portfolio of distinct frequency response services in low-inertia systems," IEEE Transactions on Power Systems, vol. 35, no. 6, pp. 4459-4469, 2020. [18] R. Doherty, G. Lalor, and M. O'Malley, "Frequency control in competitive electricity market dispatch," IEEE Transactions on Power Systems, vol. 20, no. 3, pp. 1588-1596, 2005. [19] P. M. Anderson and M. Mirheydar, "A low-order system frequency response model," IEEE Transactions on Power Systems, vol. 5, no. 3, pp. 720-729, 1990. [20] L. Liu, W. Li, Y. Ba, J. Shen, C. Jin, and K. Wen, "An analytical model for frequency nadir prediction following a major disturbance," IEEE Transactions on Power Systems, vol. 35, no. 4, pp. 2527-2536, 2020. [21] Y. Teng, C. Fan, and Z. Zhang, "Minimum frequency predictive model for remote isolated power system of hydro generation," in 2020 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), 2020: IEEE, pp. 875-880. [22] L. E. Sokoler, P. Vinter, R. Bærentsen, K. Edlund, and J. B. Jørgensen, "Contingency-constrained unit commitment in meshed isolated power systems," IEEE Transactions on Power Systems, vol. 31, no. 5, pp. 3516-3526, 2015. [23] T. Kerdphol, F. S. Rahman, Y. Mitani, M. Watanabe, and S. K. Küfeoǧlu, "Robust virtual inertia control of an islanded microgrid considering high penetration of renewable energy," IEEE Access, vol. 6, pp. 625-636, 2017. [24] C. Cardozo, L. Capely, and P. Dessante, "Frequency constrained unit commitment," Energy Systems, vol. 8, no. 1, pp. 31-56, 2017. [25] H. Ahmadi and H. Ghasemi, "Security-constrained unit commitment with linearized system frequency limit constraints," IEEE Transactions on Power Systems, vol. 29, no. 4, pp. 1536-1545, 2014. [26] M. Paturet, U. Markovic, S. Delikaraoglou, E. Vrettos, P. Aristidou, and G. Hug, "Stochastic unit commitment in lowinertia grids," IEEE Transactions on Power Systems, vol. 35, no. 5, pp. 3448-3458, 2020. [27] Y. Wen, W. Li, G. Huang, and X. Liu, "Frequency dynamics constrained unit commitment with battery energy storage," IEEE Transactions on Power Systems, vol. 31, no. 6, pp. 5115-5125, 2016. [28] J. F. Restrepo and F. D. Galiana, "Unit commitment with primary frequency regulation constraints," IEEE Transactions on Power Systems, vol. 20, no. 4, pp. 1836-1842, 2005. [29] V. Trovato, A. Bialecki, and A. Dallagi, "Unit commitment with inertia-dependent and multispeed allocation of frequency response services," IEEE Transactions on Power Systems, vol. 34, no. 2, pp. 1537-1548, 2018. [30] T. Ding, Z. Zeng, M. Qu, J. P. Catalão, and M. Shahidehpour, "Two-Stage Chance-Constrained Stochastic Thermal Unit Commitment for Optimal Provision of Virtual Inertia in Wind-Storage Systems," IEEE Transactions on Power Systems, vol. 36, no. 4, pp. 3520-3530, 2021. [31] V. Prakash, P. Kushwaha, K. C. Sharma, and R. Bhakar, "Frequency response support assessment from uncertain wind generation," International Journal of Electrical Power & Energy Systems, vol. 134, p. 107465, 2022. [32] F. Teng and G. Strbac, "Assessment of the role and value of frequency response support from wind plants," IEEE Transactions on Sustainable Energy, vol. 7, no. 2, pp. 586-595, 2016. [33] L. Badesa, F. Teng, and G. Strbac, "Simultaneous scheduling of multiple frequency services in stochastic unit commitment," IEEE Transactions on Power Systems, vol. 34, no. 5, pp. 3858-3868, 2019. [34] D. T. Lagos and N. D. Hatziargyriou, "Data-Driven Frequency Dynamic Unit Commitment for Island Systems With High RES Penetration," IEEE Transactions on Power Systems, vol. 36, no. 5, pp. 4699-4711, 2021. [35] P. Rabbanifar and N. Amjady, "Frequency-constrained unitcommitment using analytical solutions for system frequency responses considering generator contingencies," IET Generation, Transmission & Distribution, vol. 14, no. 17, pp.3548-3560, 2020. [36] J. Lofberg, "YALMIP: A toolbox for modeling and optimization in MATLAB," in 2004 IEEE international conference on robotics and automation (IEEE Cat. No. 04CH37508), 2004: IEEE, pp. 284-289. [37] M. ApS, "Mosek optimization toolbox for matlab," User’s Guide and Reference Manual, Version, vol. 4, 2019. | ||
|
آمار تعداد مشاهده مقاله: 204 تعداد دریافت فایل اصل مقاله: 206 |
||