Optimal DC Source Influence on Selective Harmonic Elimination in Multilevel Inverters Using Teaching–Learning-Based Optimization

This paper presents an optimization method for selective harmonic elimination in a cascaded multilevel inverter using teaching–learning-based optimization (TLBO). The main objective in selective harmonic elimination (SHE) strategy is to eliminate low-order harmonics by solving nonlinear equations and reaching optimal solution, while the fundamental component is satisfied. In this paper, in one side, the influence of optimal dc sources is investigated to reach the SHE goal, and in another side, comparing optimization methods is considered. In this paper, the TLBO as a recently emerged nature-inspired algorithm is presented to provide better results for the SHE in comparison with genetic algorithm, artificial bee colony, imperialistic competitive algorithm, harmony search, ant colony optimization, particle swarm optimization, and differential evolution. For better comparison of those methods and influence of optimal dc sources, 5-, 9-, and 15-level inverters are chosen and MATLAB software is used for optimization. Simulation results show the superiority of TLBO, higher precision and probability of convergence than other mentioned algorithms. Finally, to validate the influence of optimal dc sources and the accuracy of TLBO results, the experimental setup is conducted for a 5-level cascaded H-bridge inverter with optimal dc sources.

[1]  M. G. Cimoroni,et al.  A Selective Harmonic Elimination Method for Five-Level Converters for Distributed Generation , 2017, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[2]  Kang Li,et al.  Binary teaching-learning based optimization for power system unit commitment , 2016, 2016 UKACC 11th International Conference on Control (CONTROL).

[3]  R. Hoft,et al.  Inverter harmonic reduction using Walsh function harmonic elimination method , 1997 .

[4]  Hassan Rastegar,et al.  Selective harmonic elimination PWM using ant colony optimization , 2017, 2017 Iranian Conference on Electrical Engineering (ICEE).

[5]  Mohamed Orabi,et al.  Real-Time Solution and Implementation of Selective Harmonic Elimination of Seven-Level Multilevel Inverter , 2017, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[6]  S. Sahoo,et al.  Selective harmonic elimination of cascaded H-bridge multilevel inverter using genetic algorithm , 2017, 2017 Innovations in Power and Advanced Computing Technologies (i-PACT).

[7]  Rabindra Kumar Sahu,et al.  Teaching learning based optimization algorithm for automatic generation control of power system using 2-DOF PID controller , 2016 .

[8]  Hossein Iman-Eini,et al.  Selective Harmonic Elimination Technique With Control of Capacitive DC-Link Voltages in an Asymmetric Cascaded H-Bridge Inverter for STATCOM Application , 2018, IEEE Transactions on Industrial Electronics.

[9]  Alireza Nami,et al.  Modular Multilevel Converters for HVDC Applications: Review on Converter Cells and Functionalities , 2015, IEEE Transactions on Power Electronics.

[10]  Georgios Konstantinou,et al.  A Universal Formulation for Multilevel Selective-Harmonic-Eliminated PWM With Half-Wave Symmetry , 2019, IEEE Transactions on Power Electronics.

[11]  R. Venkata Rao,et al.  Teaching-learning-based optimization: A novel method for constrained mechanical design optimization problems , 2011, Comput. Aided Des..

[12]  Y. V. Siva Reddy,et al.  Multilevel inverter with space vector modulation: intelligence direct torque control of induction motor , 2017 .

[13]  Nima Yousefpoor,et al.  Minimisation of total harmonic distortion in a cascaded multilevel inverter by regulating voltages of dc sources , 2012 .

[14]  R. Venkata Rao,et al.  Teaching-Learning-Based Optimization: An optimization method for continuous non-linear large scale problems , 2012, Inf. Sci..

[15]  Banaja Mohanty,et al.  A teaching learning based optimization technique for optimal location and size of DG in distribution network , 2016 .

[16]  Heidar Ali Shayanfar,et al.  Selective Harmonic Elimination With Optimal DC Sources in Multilevel Inverters Using Generalized Pattern Search , 2018, IEEE Transactions on Industrial Informatics.

[17]  S. Shahmohammadi,et al.  A generalized optimization in cascade and Modular multi-level inverters by harmony search method , 2012, 2012 12th International Conference on Control, Automation and Systems.

[18]  S. S. Letha,et al.  Harmonic elimination of a photo-voltaic based cascaded H-bridge multilevel inverter using PSO (particle swarm optimization) for induction motor drive , 2016 .

[19]  Qi Zhang,et al.  Selective Harmonic Elimination With Groebner Bases and Symmetric Polynomials , 2016, IEEE Transactions on Power Electronics.

[20]  Frede Blaabjerg,et al.  Optimal Selective Harmonic Mitigation Technique on Variable DC Link Cascaded H-Bridge Converter to Meet Power Quality Standards , 2016, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[21]  H. A. Shayanfar,et al.  Selective Harmonics Elimination of Multi Level Inverters via Methods of GPS, SA and GA , 2011, 2011 Asia-Pacific Power and Energy Engineering Conference.

[22]  Seyed Hamid Fathi,et al.  Colonial Competitive Algorithm Development Toward Harmonic Minimization in Multilevel Inverters , 2015, IEEE Transactions on Industrial Informatics.

[23]  Seyyed Yousef Mousazadeh Mousavi,et al.  Application of ABC algorithm for selective harmonic elimination switching pattern of cascade multilevel inverter with unequal DC sources , 2018 .

[24]  Mehrdad Tarafdar Hagh,et al.  Harmonic Elimination of Cascade Multilevel Inverters with Nonequal DC Sources Using Particle Swarm Optimization , 2010, IEEE Transactions on Industrial Electronics.

[25]  Shuo Wang,et al.  A Four-Quadrant Modulation Technique to Extend Modulation Index Range for Multilevel Selective Harmonic Elimination/Compensation Using Staircase Waveforms , 2017, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[26]  Leon M. Tolbert,et al.  Multilevel converters for large electric drives , 1999 .

[27]  V.G. Agelidis,et al.  Non-symmetrical SHE-PWM technique for five-level cascaded converter with non-equal DC sources , 2008, 2008 IEEE 2nd International Power and Energy Conference.

[28]  J. Chiasson,et al.  Elimination of harmonics in a multilevel converter using the theory of symmetric polynomials and resultants , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).