|تعداد مشاهده مقاله||2,879,918|
|تعداد دریافت فایل اصل مقاله||2,122,838|
Optimal Design of FPI^λ D^μ based Stabilizers in Hybrid Multi-Machine Power System Using GWO Algorithm
|Journal of Operation and Automation in Power Engineering|
|مقاله 37، دوره 9، شماره 1، تیر 2021، صفحه 23-33 اصل مقاله (1.9 M)|
|نوع مقاله: Research paper|
|شناسه دیجیتال (DOI): 10.22098/joape.2020.6392.1481|
|A. Nateghi1؛ H. Shahsavari 2|
|1Department of Electrical Engineering, Shahid Sattari Aeronautical University, Tehran, Iran|
|2Department of Electrical Engineering, Azarbaijan Shahid Madani University, Tabriz, Iran|
|In this paper, the theory and modeling of large scale photovoltaic (PV) in the power grid and its effect on power system stability are studied. In this work, the basic module, small signal modeling and mathematical analysis of the large scale PV jointed multi-machine are demonstrated. The principal portion of the paper is to reduce the low frequency fluctuations by tuned stabilizer in the attendance of the PV unit. In order to optimize the system performance, a novel optimal fuzzy based fractional order PID ( ) stabilizers are proposed to meliorate small signal stability of a power network connected PV unit. For optimizing the performance of the system, is exploited by Gray Wolf Optimization (GWO) algorithm. In order of evaluation of the proposed stabilizers performance, two different types of controllers are compared, include optimal classic stabilizer and based particle swarm optimization (PSO) algorithm. The superiority of based GWO on improving small signal stability in the studied system, including large scale PV is shown via time-domain simulations.|
|Fractional order PID controller؛ Fuzzy Control؛ Photovoltaic؛ Gray Wolf Optimization (GWO) Algorithm؛ Small Signal Model|
 R. Sen and SC. Bhattacharyya, “Off-grid electricity generation with renewable energy technologies in India: An application of HOMER”, Renewable Energy, vol.62, pp. 388-398, 2014.
 B. Vick and L. Almas, “Developing wind and/or solar powered crop irrigation systems for the great plains”, Appl. Eng. Agric, vol. 27, pp. 235-245, 2011.
 F. Chueco-Fernández and A. Bayod-Rújula, “Power supply for pumping systems in northern Chile: Photovoltaics as alternative to grid extension and diesel engines”, Energy, vol. 35, pp. 2909-2921, 2010.
 O. Ellabbana, H. Abu-Rubb and F. Blaabjergc, “Renewable energy resources: Current status, future prospects and their enabling technology”, Renew. Sustain. Energy Rev., vol. 39, pp. 748-764, 2014.
 R. Amini, A. Safari and S. Najafi, “Optimal model of PDIG based microgrid and design of complementary stabilizer using ICA”, ISA Trans., vol. 64, pp. 328-341, 2016.
 H. Chen and C. Pang, “Organizational forms for knowledge management in photovoltaic solar energy industry”, Knowledge-Based Systs., vol. 23, pp. 924-933, 2010.
 B. Tamimi, C. Cañizares and K. Bhattacharya, “System stability impact of large-scale and distributed solar photovoltaic generation: The case of Ontario, Canada”, IEEE Trans. sustainable energy, vol. 4, pp. 680-8, 2013.
 L. Wang and T. Lin, “Dynamic stability and transient responses of multiple grid-connected PV systems”, Transm. Distrib. Conf. Exposition, 2008.
 Y. Hashemi, H. Shayeghi, M. Moradzadeh and A. Safari, “Design of hybrid damping controller based on multi-target gravitational search optimization algorithm in a multi-machine power system with high penetration of PV park”, J. Cent. South Univ., vol. 23, pp. 1163-75, 2016.
 S. Eftekharnejad, V. Vittal, G. Heydt, B. Keel and J. Loehr, “Small signal stability assessment of power systems with increased penetration of photovoltaic generation: A case study”, IEEE Trans. Sustainable Energy, vol. 4, pp. 960-67, 2013.
 Y. Liu, J. Bebic, B. Kroposki, J. De Bedout and W. Ren, “Distribution system voltage performance analysis for high-penetration PV”, Energy 2030 Conf., 2008.
 M. Zeraati, M. Golshan and J. Guerrero, “Distributed control of battery energy storage systems for voltage regulation in distribution networks with high PV penetration”, IEEE Trans. Smart Grid, vol. 9, pp. 3582-93, 2018.
 M. Islam, M. Nadarajah and J. Hossain, “Short-term voltage stability enhancement in residential grid with high penetration of rooftop PV units”, IEEE Trans. Sustainable Energy, vol. 10, pp. 2211-22, 2018.
 M. Pokharel, A. Ghosh and C. Ho, “Small-signal modeling and design validation of PV-controllers with INC-MPPT using CHIL”, IEEE Trans. Energy Convers. Vol. 34, pp. 361-371, 2018.
 F. Selwa, L. Djamel and L. Imen, “influence of high pv penetration and STATCOM on rotor angle stability of SMIB transmission system”, J. Electr. Eng. Technol., vol. 13, pp. 849-57, 2018.
 Y. Zhang, C. Mensah-Bonsu, P. Walke, S. Arora and J. Pierce, “Transient over-voltages in high voltage grid-connected PV solar interconnection”, Power Energy Soc. Gen. Meeting, 2010.
 A. Mohamed, A. Berzoy and O. Mohammed, “Design and hardware implementation of FL-MPPT control of PV systems based on GA and small-signal analysis” IEEE Trans. Sustainable Energy, vol. 8, pp. 279-90, 2017.
 H. Setiadi, A. Krismanto and N. Mithulananthan, “Influence of BES system on local and inter-area oscillation of power system with high penetration of PV plants” Appl. Syst. Innovation Int. Conf., 2017.
 H. Liu, L. Jin, D. Le and A. Chowdhury, “Impact of high penetration of solar photovoltaic generation on power system small signal stability”, Power Syst. Technol. Int. Conf., 2010.
 B. Tamimi, C. Cañizares and K. Bhattacharya, “Modeling and performance analysis of large solar photo-voltaic generation on voltage stability and inter-area oscillations.” Power Energy Soc. Gen Meeting, 2011.
 W. Du, H. Wang and L. Xiao, “Power system small‐signal stability as affected by grid‐connected photovoltaic generation.” Eur. Trans. Electr. Power, vol, 22, pp. 688-703, 2012.
 H. Shahsavari, A. Safari and J. Salehi, “Dynamic Analysis and Optimal Design of FLPSS for Power Network Connected Solid Oxide Fuel Cell Using of PSO” J. Oper. Autom. Power Eng., vol. 5, pp. 215-25, 2017.
 A. Safari, H. Shahsavari and F. Babaei, “Optimal design of controllers for power network connected sofc using of multi-objective PSO”, Serbian J. Electr. Eng., vol. 15, pp. 145-163, 2018.
 F. Babaei and A. Safari, “SCA based Fractional-order PID Controller Considering Delayed EV Aggregators.” J. Oper. Autom. Power Eng., In Press, 2019.
 I. Podlubny, “Fractional-order systems and PI/sup/spl lambda//D/sup/spl mu//-controllers”, IEEE Trans. Autom. Control, vol. 44, pp. 208-14, 1999.
 R. Bouiadjra, M. Sedraoui and A. Younsi, “Robust fractional PID controller synthesis approach for the permanent magnetic synchronous motor.” Int. J. Mach. Learn. Cyber, vol. 9, pp. 2027-2041, 2018.
 M. Moradi, “A genetic-multivariable fractional order PID control to multi-input multi-output processes.” J. Process Control, vol. 24, pp. 336-43, 2014.
 B. Saidi, M. Amairi, S. Najar and M. Aoun, “Bode shaping-based design methods of a fractional order PID controller for uncertain systems”, Nonlinear Dyn., vol. 80, pp. 1817-38, 2015.
 X. Li, Y. Wang, N. Li, M. Han, Y. Tang and F. Liu, “Optimal fractional order PID controller design for automatic voltage regulator system based on reference model using particle swarm optimization.” Int. J. Mach. Learn. Cybern., vol. 8, pp. 1595-605, 2017.
 S. Mirjalili, M. Mirjalili and A. Lewis, “Grey wolf optimizer”, Adv. Eng. Software, vol. 69, pp. 46-61, 2014.
 A. El-Zonkoly, A. Khalil and N. Ahmied, “Optimal tunning of lead-lag and fuzzy logic power system stabilizers using particle swarm optimization”, Expert Syst. Appl. Vol. 36, pp. 2097-106, 2009.
 A. Safari, H. Shahsavari and J. Salehi, “A mathematical model of SOFC power plant for dynamic simulation of multi-machine power systems”, Energy, vol. 149, pp. 397-413, 2018.
 L. Wang, Q. Vo and A. Prokhorov, “Dynamic stability analysis of a hybrid wave and photovoltaic power generation system integrated into a distribution power grid”, IEEE Trans. Sustainable Energy, vol. 8, pp. 404-13, 2017.
 H. Shahsavari and A. Safari, “Optimal design of novel FLPSS for power network connected solid oxide fuel cell using of HSS algorithm”, Int.J. Energy Stat., vol. 5, 2017.
 D. Lorente, S. Pedrazzi, G. Zini, A. Dalla and P. Tartarini, “Mismatch losses in PV power plants”, Solar Energy, vol. 100, pp. 42-49, 2014.
 W. Xiao, W. Dunford and A. Capel, “A novel modeling method for photovoltaic cells.” Power Electron. Specialists Conf., 2004.
 Y. Yu, “Electric power system dynamics”, 1983.
 D. Wenjuan, H. Wang and H. Cai, “Modelling a grid-connected SOFC power plant into power systems for small-signal stability analysis and control”, Int. Trans. Electr. Energ. Syst. vol. 23, pp. 330-341. 2013.
تعداد مشاهده مقاله: 521
تعداد دریافت فایل اصل مقاله: 412