تعداد نشریات | 26 |

تعداد شمارهها | 338 |

تعداد مقالات | 2,903 |

تعداد مشاهده مقاله | 4,386,730 |

تعداد دریافت فایل اصل مقاله | 2,983,685 |

## Optimal Planning of Renewable Energy-Based Micro Grids Considering the Reliability Cost | ||

Journal of Operation and Automation in Power Engineering | ||

مقالات آماده انتشار، اصلاح شده برای چاپ، انتشار آنلاین از تاریخ 23 اردیبهشت 1403 اصل مقاله (2.95 M) | ||

نوع مقاله: Research paper | ||

شناسه دیجیتال (DOI): 10.22098/joape.2023.13364.2022 | ||

نویسندگان | ||

A. Nargeszar^{1}؛ A. Ghaedi^{*} ^{2}؛ M. Nafar^{1}؛ M. Simab^{1}
| ||

^{1}Department of Electrical Engineering, Marvdash Branch, Islamic Azad University, Marvdasht, Iran. | ||

^{2}Department of Electrical Engineering, Dariun Branch, Islamic Azad University, Dariun, Iran. | ||

چکیده | ||

In recent years, the local feeding of the required loads in the micro grids has received much attention comparing to the extension of the large fuel-based power plants, which require the development of costly transmission lines. On the other hand, environmental constraints have led to the increasing development of renewable energy sources that can generate electricity in the form of small-scale generation units in micro grids. In this study, an appropriate mixture of renewable sources incorporating the wind turbines, current type tidal generation units and the photovoltaic systems is integrated to the micro grid connected to the energy storage systems. The proposed micro grid can be customized in the coastal regions and islands for supplying required loads. To optimally determine capacity and size of renewable power plants, different metaheuristic algorithms are applied, and among them, the particle swarm optimization methodology is used to minimize cost function of the system including the investment, operation and the reliability costs. To calculate reliability cost of micro grid, variable hazard rate of the assembled elements influenced by change in air and water temperature, wind velocity, tidal stream velocity and sun irradiance is taken into account. Load curtailment of the micro grid is occurred due to failure of the assembled elements and the change in renewable sources that both are addressed in the paper. For examining effectiveness of proposed approach, numerical results associated to the planning of a micro grid incorporating renewable sources considering the reliability cost are given. | ||

کلیدواژهها | ||

Optimal planning؛ renewable energy-based micro grid؛ reliability cost؛ variable failure rate؛ particle swarm optimization algorithm | ||

مراجع | ||

- A. A. Anderson and S. Suryanarayanan, “Review of energy management and planning of islanded microgrids,” CSEE J. Power Energy Syst., vol. 6, no. 2, pp. 329–343, 2019.
- S. Mohamed, M. F. Shaaban, M. Ismail, E. Serpedin, and K. A. Qaraqe, “An efficient planning algorithm for hybrid remote microgrids,” IEEE Trans. Sustainable Energy, vol. 10, no. 1, pp. 257–267, 2018.
- F. Tooryan and E. R. Collins, “Optimum size and placement of distributed generators in microgrid based on reliability concept,” in 2018 IEEE Power Energy Conf. Ill. (PECI), pp. 1–6, IEEE, 2018.
- R. A. Osama, A. F. Zobaa, and A. Y. Abdelaziz, “A planning framework for optimal partitioning of distribution networks into microgrids,” IEEE Syst. J., vol. 14, no. 1, pp. 916–926, 2019.
- Q. Chen, M. Xia, Y. Zhou, H. Cai, J. Wu, and H. Zhang, “Optimal planning for partially self-sufficient microgrid with limited annual electricity exchange with distribution grid,” IEEE Access, vol. 7, pp. 123505–123520, 2019.
- C. Stevanoni, Z. De Grève, F. Vallée, and O. Deblecker, “Long-term planning of connected industrial microgrids: A game theoretical approach including daily peer-to-microgrid exchanges,” IEEE Trans. Smart Grid, vol. 10, no. 2, pp. 2245–2256, 2018.
- X. Cao, J. Wang, and B. Zeng, “Networked microgrids planning through chance constrained stochastic conic programming,” IEEE Trans. Smart Grid, vol. 10, no. 6, pp. 6619–6628, 2019.
- M. Vahedipour-Dahraie, H. Rashidizadeh-Kermani, A. AnvariMoghaddam, and J. M. Guerrero, “Stochastic risk-constrained scheduling of renewable-powered autonomous microgrids with demand response actions: Reliability and economic implications,” IEEE Trans. Ind. Appl., vol. 56, no. 2, pp. 1882–1895, 2019.
- E. Sarker, P. Halder, M. Seyedmahmoudian, E. Jamei, B. Horan, S. Mekhilef, and A. Stojcevski, “Progress on the demand side management in smart grid and optimization approaches,” Int. J. Energy Res., vol. 45, no. 1, pp. 36–64, 2021.
- N. Thakkar and P. Paliwal, “Hydrogen storage based micro-grid: A comprehensive review on technology, energy management and planning techniques,” Int. J. Green Energy, vol. 20, no. 4, pp. 445–463, 2023.
- V. Nazari, M. H. Mousavi, and H. Moradi CheshmehBeigi, “Reduction of low frequency oscillations using an enhanced power system stabilizer via linear parameter varying approach,” J. Renewable Energy Environ., vol. 9, no. 2, pp. 59–74, 2022.
- A. Ghaedi and H. Gorginpour, “Generated power enhancement of the barrage type tidal power plants,” Ocean Eng., vol. 226, p. 108787, 2021.
- A. Ghaedi, “Reliability modelling of ocean current energy conversion systems through both analytical and monte carlo methods,” Ocean Eng., vol. 286, p. 115457, 2023.
- A. Ghaedi, A. Abbaspour, M. Fotuhi-Firuzabad, and M. Moeini-Aghtaie, “Toward a comprehensive model of large-scale dfig-based wind farms in adequacy assessment of power systems,” IEEE Trans. Sustainable Energy, vol. 5, no. 1, pp. 55–63, 2013.
- M. Mirzadeh, M. Simab, and A. Ghaedi, “Reliability evaluation of power systems containing tidal power plant,” J. Energy Manage. Technol., vol. 4, no. 2, pp. 28–38, 2020.
- A. Ghaedi, A. Abbaspour, M. Fotuhi-Friuzabad, and M. Parvania, “Incorporating large photovoltaic farms in power generation system adequacy assessment,” Sci. Iran., vol. 21, no. 3, pp. 924–934, 2014.
- R. Billinton and R. N. Allan, Reliability assessment of large electric power systems. Springer Science & Business Media, 2012.
- M. Hein, M. Geitner, T. Tobie, K. Stahl, and B. Pinnekamp, “Reliability of gears-determination of statistically validated material strength numbers,” in Am. Gear Manuf. Assoc. Fall Tech. Meet. 2018, 2018.
- U. Bhardwaj, A. Teixeira, and C. G. Soares, “Reliability prediction of an offshore wind turbine gearbox,” Renewable Energy, vol. 141, pp. 693–706, 2019.
- G. G. Rey, R. G. Martín, and P. F. Fernández, “Estimating gear fatigue life,” Gear Solutions, vol. 2, no. 6, 2007.
- S. Beermann, “Reliability, lifetime and safety factors,” Gear Technol., vol. 8, 2018.
- N. J. K. Richard, G Budynas, Shigley’s mechanical engineering design. McGraw-Hill, 2011.
- A. Ghaedi and H. Gorginpour, “Reliability evaluation of permanent magnet synchronous generator-based wind turbines considering wind speed variations,” Wind Energy, vol. 24, no. 11, pp. 1275–1293, 2021.
- https://www.siemensgamesa.com/en-int.
- https://www.seagen.com.
- A. Ghaedi and M. Mirzadeh, “The impact of tidal height variation on the reliability of barrage-type tidal power plants,” Int. Trans. Electr. Energy Syst., vol. 30, no. 9, p. e12477, 2020.
- https://tidesandcurrents.noaa.gov.
- J. A. Jardini, C. M. Tahan, M. R. Gouvea, S. U. Ahn, and
F. Figueiredo, “Daily load profiles for residential, commercial and industrial low voltage consumers,” IEEE Trans. Power Delivery, vol. 15, no. 1, pp. 375–380, 2000. - P. Tu, S. Yao, P. Wang, and L. Goel, “Hierarchical reliability modeling of an islanded hybrid ac/dc microgrid,” in 2018 IEEE Int. Conf. Probab. Methods Appl. Power Syst. (PMAPS), pp. 1–5, IEEE, 2018.
- M. Liu, W. Li, C. Wang, R. Billinton, and J. Yu, “Reliability evaluation of a tidal power generation system considering tidal current speeds,” IEEE Trans. Power Syst., vol. 31, no. 4, pp. 3179–3188, 2015.
- H. Abunima and J. Teh, “Reliability modeling of pv systems based on time-varying failure rates,” IEEE Access, vol. 8, pp. 14367–14376, 2020.
- P. Li and M. Li, “A novel reliability assessment method of microgrid based on time correlation model,” in 2019 IEEE 3rd Conf. Energy Internet Energy Syst. Integr. (EI2), pp. 1307–1311, IEEE, 2019.
- A. Askarzadeh, “Electrical power generation by an optimised autonomous pv/wind/tidal/battery system,” IET Renewable Power Gener., vol. 11, no. 1, pp. 152–164, 2017.
- L. T. Le, H. Nguyen, J. Dou, and J. Zhou, “A comparative study of pso-ann, ga-ann, ica-ann, and abc-ann in estimating the heating load of buildings energy efficiency for smart city planning,” Appl. Sci., vol. 9, no. 13, p. 2630, 2019.
- M. R. Negahdari, A. Ghaedi, M. Nafar, and M. Simab, “Optimal operation of basin-based tidal units equipped with hydro-pumps,” J. Eng., vol. 2023, no. 2, p. e12225, 2023.
- M. R. Negahdari, A. Ghaedi, M. Nafar, and S. Mohsen, “Optimal planning of the barrage type tidal power plants equipped to the hydro-pumps,” Electr. Power Syst. Res., vol. 220, p. 109347, 2023.
- M. R. Negahdari, A. Ghaedi, M. Nafar, and M. Simab, “Optimal planning of a micro-grid containing tidal barrage equipped to the hydro-pumps,” IET Renewable Power Gener., 2023.
- M. Negahdari, A. Ghaedi, M. Nafar, and M. Simab, “Optimal operation of microgrids containing tidal barrage with hydro-pumps,” J. Oper. Autom. Power Eng., 2023.
| ||

آمار تعداد مشاهده مقاله: 91 تعداد دریافت فایل اصل مقاله: 145 |