Dragonfly Algorithm-Based Optimization for Selective Harmonics Elimination in Cascaded H-Bridge Multilevel Inverters with Statistical Comparison

被引:5
|
作者
Tariq, Muhammad Ayyaz [1 ]
Shami, Umar Tabrez [1 ]
Fakhar, Muhammad Salman [1 ]
Kashif, Syed Abdul Rahman [1 ]
Abbas, Ghulam [2 ]
Ullah, Nasim [3 ]
Mohammad, Alsharef [3 ]
Farrag, Mohamed Emad [4 ]
机构
[1] Univ Engn & Technol, Dept Elect Engn, Lahore 54890, Pakistan
[2] Univ Lahore, Dept Elect Engn, Lahore 54000, Pakistan
[3] Taif Univ, Coll Engn, Dept Elect Engn, Taif 21944, Saudi Arabia
[4] Glasgow Caledonian Univ, Sch Comp Engn & Built Environm C011, 70 Cowcaddens Rd, Glasgow G4 0BA, Lanark, Scotland
关键词
selective harmonics elimination (SHE); cascaded H-bridge (CHB); multilevel inverter (MLI); switching angles; metaheuristic algorithms; dragonfly algorithm (DA); FORMULATION;
D O I
10.3390/en15186826
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
Harmonics worsen the quality of electrical signals, hence, there is a need to eliminate them. The test objects under discussion are single-phase versions of cascaded H-bridge (CHB) multilevel inverters (MLIs) whose switching angles are optimized to eliminate specific harmonics. The Dragonfly Algorithm (DA) is used to eradicate low-order harmonics, and its statistical performance is compared to that of many other optimization techniques, including Particle Swarm Optimization (PSO), Accelerated Particle Swarm Optimization (APSO), Differential Evolution (DE), and Grey Wolf Optimization (GWO). Various scenarios of the algorithms' search agent population for inverters with seven, nine, and eleven levels of output voltages are comprehensively addressed in this research. No algorithm shows total dominance in every scenario. The DA is least impacted by the change in dimensions of the narrated problem.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Artificial Jellyfish Search Algorithm-Based Selective Harmonic Elimination in a Cascaded H-Bridge Multilevel Inverter
    Siddiqui, Nimra Idris
    Alam, Afroz
    Quayyoom, Layeba
    Sarwar, Adil
    Tariq, Mohd
    Vahedi, Hani
    Ahmad, Shafiq
    Mohamed, Adamali Shah Noor
    ELECTRONICS, 2021, 10 (19)
  • [2] Archimedes Optimization Algorithm Based Selective Harmonic Elimination in a Cascaded H-Bridge Multilevel Inverter
    Khan, Rashid Ahmed
    Farooqui, Shoeb Azam
    Sarwar, Mohammad Irfan
    Ahmad, Seerin
    Tariq, Mohd
    Sarwar, Adil
    Zaid, Mohammad
    Ahmad, Shafiq
    Shah Noor Mohamed, Adamali
    SUSTAINABILITY, 2022, 14 (01)
  • [3] Selective Harmonic Elimination in Cascaded H-Bridge Multilevel Inverters using Particle Swarm Optimization: A review
    Yaqoob, Muhammad Tayyab
    Shahid, Zeeshan
    Rahmat, Mohd Khairil
    Alam, Muhammad Mansoor
    Su'ud, Mazliham Mohd
    2019 13TH INTERNATIONAL CONFERENCE ON MATHEMATICS, ACTUARIAL SCIENCE, COMPUTER SCIENCE AND STATISTICS (MACS-13), 2019,
  • [4] Novel Cascaded H-Bridge Multilevel Inverter with Harmonics Elimination
    Gobinath, K.
    Mahendran, S.
    Gnanambal, I.
    2013 IEEE INTERNATIONAL CONFERENCE ON GREEN HIGH PERFORMANCE COMPUTING (ICGHPC), 2013,
  • [5] Cascaded H-bridge multilevel inverters - A reexamination
    Liao, Jingsheng
    Wan, Kai
    Ferdowsi, Mehdi
    2007 IEEE VEHICLE POWER AND PROPULSION CONFERENCE, VOLS 1 AND 2, 2007, : 203 - 207
  • [6] Evolutionary algorithm based selective harmonic elimination for three-phase cascaded H-bridge multilevel inverters with optimized input sources
    Kumar, S. Sankara
    Iruthayarajan, M. Willjuice
    Sivakumar, T.
    JOURNAL OF POWER ELECTRONICS, 2020, 20 (05) : 1172 - 1183
  • [7] Evolutionary algorithm based selective harmonic elimination for three-phase cascaded H-bridge multilevel inverters with optimized input sources
    S. Sankara Kumar
    M. Willjuice Iruthayarajan
    T. Sivakumar
    Journal of Power Electronics, 2020, 20 : 1172 - 1183
  • [8] Selective Harmonic Elimination of Cascaded H-Bridge Multilevel Inverter using Genetic Algorithm
    Chatterjee, Aniruddho
    Rastogi, Adarsh
    Rastogi, Rajat
    Saini, Ajay
    Sahoo, Sarat Kumar
    2017 INNOVATIONS IN POWER AND ADVANCED COMPUTING TECHNOLOGIES (I-PACT), 2017,
  • [9] General space vector algorithm for cascaded h-bridge multilevel inverters
    Southwest Jiaotong University, Chengdu 610031, China
    不详
    Diangong Jishu Xuebao, 2007, 11 (85-90): : 85 - 90
  • [10] Selective Harmonic Elimination in Cascade H-bridge Multilevel Voltage Source Inverters Using A Hybrid Optimization Algorithm
    Madani, Hamed
    Hesar, Hamidreza Mosaddegh
    Liang, Xiaodong
    2022 IEEE ELECTRICAL POWER AND ENERGY CONFERENCE (EPEC), 2022, : 13 - 17