Runge Kutta optimization-based selective harmonic elimination in an H-bridge multilevel inverter

被引:6
作者
Sajid, Injila [1 ]
Sarwar, Adil [1 ]
Tariq, Mohd [2 ]
Bakhsh, Farhad Ilahi [3 ]
Hussan, Md Reyaz [1 ]
Ahmad, Shafiq [4 ]
Mohamed, Adamali Shah Noor [5 ]
Ahmad, Akbar [6 ,7 ]
机构
[1] Aligarh Muslim Univ, Dept Elect Engn, ZHCET, Aligarh, India
[2] Florida Int Univ, Dept Elect & Comp Engn, Miami, FL USA
[3] NIT Srinagar, Dept Elect Engn, Srinagar, Jammu & Kashmir, India
[4] King Saud Univ, Coll Engn, Ind Engn Dept, Riyadh, Saudi Arabia
[5] King Saud Univ, Coll Engn, Elect Engn Dept, Riyadh, Saudi Arabia
[6] MI Coll, Fac Sci & Informat Technol, Alimas Magu, Male, Maldives
[7] MI Coll, Fac Sci & Informat Technol, Alimas Magu 20260, Male, Maldives
关键词
metaheuristic; multilevel inverter; photovoltaic; Runge-Kutta; selective harmonic elimination;
D O I
10.1049/pel2.12507
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The application of iterative techniques for solving the Selective Harmonic Elimination Pulse Width Modulation (SHE-PWM) problem, such as the Newton-Raphson (NR) method, can tend to get stuck at local optima in the solution space. Additionally, these methods may be sensitive to the initial value estimation of the solution. In contrast, metaheuristic approaches demonstrate resilience in seeking out the optimal solution. As such, this study utilizes the Runge-Kutta (RUN) metaheuristic optimization algorithm to demonstrate the SHE-PWM technique in multilevel inverters (MLIs), including 5- and 7-level modified H-bridge (MHB) topology and a 9-level asymmetric cascaded H-bridge (CHB) inverter topology. The switching angles are obtained by varying the modulation index from 0.01 to 1.0 in steps of 0.01 for 5-, 7-, and 9-level MLIs. The performance of the RUN algorithm in minimizing the total harmonic distortion (THD) value is verified through simulations in MATLAB/Simulink software. The superiority of RUN is established by comparing the results with state-of-the-art metaheuristic algorithms, such as the Differential Evolution (DE), Genetic Algorithm (GA), and Grey Wolf Optimizer (GWO). Additionally, the switching angles obtained through RUN are validated by hardware experiments. According to the simulation and experimental results, the proposed RUN method exhibits better performance in terms of objective function values, algorithm robustness, fundamental harmonic magnitude, and THD values. The findings confirm the elimination of fifth harmonic, fifth(,) and seventh harmonics, and fifth, seventh, and ninth harmonics in 5-, 7-, and 9-level MLIs, respectively.
引用
收藏
页码:1849 / 1865
页数:17
相关论文
共 29 条
  • [1] Electromagnetic Field Optimization Based Selective Harmonic Elimination in a Cascaded Symmetric H-Bridge Inverter
    Ahmad, Shafiq
    [J]. ENERGIES, 2022, 15 (20)
  • [2] A Universal Selective Harmonic Elimination Method for High-Power Inverters
    Ahmadi, Damoun
    Zou, Ke
    Li, Cong
    Huang, Yi
    Wang, Jin
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2011, 26 (10) : 2743 - 2752
  • [3] RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method
    Ahmadianfar, Iman
    Heidari, Ali Asghar
    Gandomi, Amir H.
    Chu, Xuefeng
    Chen, Huiling
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 181
  • [4] Babaei E., 2014, IEEE T IND ELECTRON, P61
  • [5] A New General Topology for Cascaded Multilevel Inverters With Reduced Number of Components Based on Developed H-Bridge
    Babaei, Ebrahim
    Alilu, Somayeh
    Laali, Sara
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (08) : 3932 - 3939
  • [6] Bhadra S., 2016, PROC IEEE 2 ANN SO P, P1
  • [7] Proportional-resonant based control strategy for grid-connected packed-E cell inverters with Lyapunov filter-based PLL
    Biricik, Samet
    Komurcugil, Hasan
    Ahmed, Hafiz
    Sharifzadeh, Mohammad
    Mehrasa, Majid
    Al-Haddad, Kamal
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2023, 17 (03) : 645 - 654
  • [8] Brinkhues R., 2015, P AM C INF SYST LIM, P1, DOI DOI 10.1109/ICIIECS.2015.7193131
  • [9] Review of Multilevel Inverters for PV Energy System Applications
    Bughneda, Ali
    Salem, Mohamed
    Richelli, Anna
    Ishak, Dahaman
    Alatai, Salah
    [J]. ENERGIES, 2021, 14 (06)
  • [10] Chaturvedi P., 2018, CONVENTIONAL MULTILE, P85