Enhanced Virtual Inertia Control for Microgrids with High-Penetration Renewables Based on Whale Optimization

被引:18
作者
Faragalla, Asmaa [1 ]
Abdel-Rahim, Omar [2 ,3 ]
Orabi, Mohamed [2 ]
Abdelhameed, Esam H. [1 ]
机构
[1] Aswan Univ, Fac Energy Engn, Aswan 81542, Egypt
[2] Aswan Univ, APEARC, Aswan 81542, Egypt
[3] Egypt Japan Univ Sci & Technol E JUST, Sch Elect Commun & Comp Engn, Elect Engn Dept, Alexandria 21934, Egypt
关键词
virtual inertia control; microgrid; frequency stability; renewable energy sources (RESs); phase-locked loop (PLL); frequency measurements; delay; noise; whale optimization algorithm (WOA); FREQUENCY CONTROL;
D O I
10.3390/en15239254
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
High penetration of renewable energy sources into isolated microgrids (mu Gs) is considered a critical challenge, as mu Gs' operation at low inertia results in frequency stability problems. To solve this challenge, virtual inertia control based on an energy storage system is applied to enhance the inertia and damping properties of the mu G. On the other hand, utilization of a phase-locked loop (PLL) is indispensable for measuring system frequency; however, its dynamics, such as measurement delay and noise generation, cause extra deterioration of frequency stability. In this paper, to improve mu G frequency stability and minimize the impact of PLL dynamics, a new optimal frequency control technique is proposed. A whale optimization algorithm is used to enhance the virtual inertia control loop by optimizing the parameters of the virtual inertia controller with consideration of PLL dynamics and the uncertainties of system inertia. The proposed controller has been validated through comparisons with an optimized virtual inertia PI controller which is tuned utilizing MATLAB internal model control methodology and with H & INFIN;-based virtual inertia control. The results show the effectiveness of the proposed controller against different operating conditions and system disturbances and uncertainties.
引用
收藏
页数:18
相关论文
共 39 条
[1]  
Abdel-Rahim O., 2016, P 19 INT C ELECT MAC, P1
[2]   DC Integration of Residential Photovoltaic Systems: A Survey [J].
Abdel-Rahim, Omar ;
Chub, Andrii ;
Vinnikov, Dmitri ;
Blinov, Andrei .
IEEE ACCESS, 2022, 10 :66974-66991
[3]  
Alhejaj SM, 2016, 2016 INTERNATIONAL CONFERENCE FOR STUDENTS ON APPLIED ENGINEERING (ICSAE), P254, DOI 10.1109/ICSAE.2016.7810198
[4]   Stability Assessment and Optimization Methods for Microgrid With Multiple VSG Units [J].
Alipoor, Jaber ;
Miura, Yushi ;
Ise, Toshifumi .
IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (02) :1462-1471
[5]   Intelligent Frequency Control in an AC Microgrid: Online PSO-Based Fuzzy Tuning Approach [J].
Bevrani, H. ;
Habibi, F. ;
Babahajyani, P. ;
Watanabe, M. ;
Mitani, Y. .
IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (04) :1935-1944
[6]  
Bevrani H., 2017, Microgrid Dynamics and Control, P190, DOI 10.1002/9781119263739
[7]   Virtual synchronous generators: A survey and new perspectives [J].
Bevrani, Hassan ;
Ise, Toshifumi ;
Miura, Yushi .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 54 :244-254
[8]   Contribution of Wind Farms to the Stability of Power Systems with High Penetration of Renewables [J].
Castro Martinez, Jesus ;
Arnaltes, Santiago ;
Alonso-Martinez, Jaime ;
Rodriguez Amenedo, Jose Luis .
ENERGIES, 2021, 14 (08)
[9]  
Chen Yan Chen Yan, 2011, Guizhou Agricultural Sciences, P1
[10]  
ENTSO-E, 2016, FREQ STAB EV CRIT SY, P25