Optimal Tuning of Fractional Order Controllers for Dual Active Bridge-Based DC Microgrid Including Voltage Stability Assessment

被引:11
作者
Azab, Mohamed [1 ,2 ]
Serrano-Fontova, Alexandre [3 ]
机构
[1] Benha Univ, Fac Engn, Elect Engn Technol Dept, Banha 13512, Egypt
[2] Yanbu Ind Coll, Elect Engn Technol Dept, Yanbu 30436, Saudi Arabia
[3] Tech Univ Catalunya UPC, Dept Elect Engn, Barcelona 08028, Spain
关键词
DAB converter; microgrid; fractional order controller; genetic algorithms; simulated annealing; particle swarm optimization; voltage stability; MODEL-PREDICTIVE CONTROL; FEEDFORWARD CONTROL; POWER; CONVERTERS; DESIGN; ALGORITHM; STABILIZATION; MINIMIZATION; MODULATION; STRATEGIES;
D O I
10.3390/electronics10091109
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, three evolutionary search algorithms: particle swarm optimization (PSO), simulated annealing (SA) and genetic algorithms (GA), have been employed to determine the optimal parameter values of the fractional-order (FO)-PI controllers implemented in the dual active bridge-based (DAB) DC microgrid. The optimum strategy to obtain the parameters of these FO-PI controllers is still a major challenge for many power systems applications. The FO-PI controllers implemented in the DAB are used to control the DC link voltage to the desired value and limit the current flowing through the converter. Accordingly, the investigated control system has six parameters to be tuned simultaneously; K-p1, K-i1, lambda(1) for FO-PI voltage controller and K-p2, K-i2, lambda(2) for FO-PI current controller. Crucially, this tuning optimization process has been developed to enhance the voltage stability of a DC microgrid. By observing the frequency-domain analysis of the closed-loop and the results of the subsequent time-domain simulations, it has been demonstrated that the evolutionary algorithms have provided optimal controller gains, which ensures the voltage stability of the DC microgrid. The main contribution of the article can be considered in the successful application of evolutionary search algorithms to tune the parameters of FO-based dual loop controllers of a DC microgrid scheme whose power conditioner is a DAB topology.
引用
收藏
页数:36
相关论文
共 74 条
[1]   Direct power control of dual-active-bridge dc-dc converters based on unified phase shift control [J].
An, Feng ;
Song, Wensheng ;
Yang, Kexin .
JOURNAL OF ENGINEERING-JOE, 2019, (16) :2180-2184
[2]   Model Predictive Control With Power Self-Balancing of the Output Parallel DAB DC-DC Converters in Power Electronic Traction Transformer [J].
An, Feng ;
Song, Wensheng ;
Yu, Bin ;
Yang, Kexin .
IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2018, 6 (04) :1806-1818
[3]  
Azab M., 2021, J. King Saud Univ. Eng. Sci, V33, P491, DOI [10.1016/j.jksues.2020.06.002, DOI 10.1016/J.JKSUES.2020.06.002]
[4]   Multi-objective design approach of passive filters for single-phase distributed energy grid integration systems using particle swarm optimization [J].
Azab, Mohamed .
ENERGY REPORTS, 2020, 6 :157-172
[5]   Large-signal modeling of three-phase dual active bridge converters for electromagnetic transient analysis in DC grids [J].
Berger, Maxime ;
Kocar, Ilhan ;
Fortin-Blanchette, Handy ;
Lavertu, Carl .
JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2019, 7 (06) :1684-1696
[6]   A Survey of Recent Advances in Fractional Order Control for Time Delay Systems [J].
Birs, Isabela ;
Muresan, Cristina ;
Nascu, Ioan ;
Ionescu, Clara .
IEEE ACCESS, 2019, 7 :30951-30965
[7]   A Stability Preserving Criterion for the Management of DC Microgrids Supplied by a Floating Bus [J].
Bosich, Daniele ;
Vicenzutti, Andrea ;
Grillo, Samuele ;
Sulligoi, Giorgio .
APPLIED SCIENCES-BASEL, 2018, 8 (11)
[8]   Simulated annealing-based optimal wind-thermal coordination scheduling [J].
Chen, C. L. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2007, 1 (03) :447-455
[9]   Predictive Control Based DC Microgrid Stabilization With the Dual Active Bridge Converter [J].
Chen, Linglin ;
Gao, Fei ;
Shen, Ke ;
Wang, Zhenyu ;
Tarisciotti, Luca ;
Wheeler, Patrick ;
Dragicevic, Tomislav .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 67 (10) :8944-8956
[10]   Moving Discretized Control Set Model-Predictive Control for Dual-Active Bridge With the Triple-Phase Shift [J].
Chen, Linglin ;
Lin, Lyuyi ;
Shao, Shuai ;
Gao, Fei ;
Wang, Zhenyu ;
Wheeler, Patrick W. ;
Dragicevic, Tomislav .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2020, 35 (08) :8624-8637