Open Access Open Access  Restricted Access Subscription Access

Optimization of THD in a Cascaded Multilevel Inverter based on Multiple-Carrier Pulse Width Modulation and Simulated Annealing


Affiliations
1 Universidad de Sucre, Cra. 28 # 5-267, Sincelejo, Colombia
 

Objectives: This paper deals with the reduction of THD (Total Harmonic Distortion) in the voltage output waveform of a four-stage monophasic cascaded multilevel inverter with Multiple-Carrier Sine Pulse Width Modulation (MCSPWM) using the Simulated Annealing Optimization (SAO) technique. Method: The SAO algorithm was employed to calculate the appropriate firing angles for the switching devices of the inverter by mean of finding the best symmetry of the triangular wave, its frequency and the amplitude of the sine wave used in the modulation through of MATLAB. The monophasic multilevel inverter was simulated and evaluated using de SAO algorithm, then, a prototype was implemented for validating the results. Findings: The output waveform of the converter for multiple scenarios, the graphic of the harmonic content and the optimized modulation parameters were obtained in both the simulation and the prototype. The Simulated Annealing algorithm allowed to find the appropriate firing angles for the four-stage multilevel inverter, adjusting the optimal parameters of triangular and sine signals used in MCSPWM modulation, leading to obtaining a low harmonic content in the output waveform (THD less than 5%), using a low number of switching devices. Novelty/Improvement: The proposed technique (Simulated Annealing) permits to find the optimal parameters of modulation waveforms through a heuristic approach avoids the possible issues with local minima. Also, the method applied optimizes the number of necessary switching devices.
User

  • Rodriguez J, Lai J. Multilevel inverters: A survey of topologies, controls and applications. IEEE Transactions on Industrial Electronics. 2002; 49(4):724–38. https://doi.org/10.1109/TIE.2002.801052
  • Pandey A, Singh B, Singh BN, Chandra A. A review of multilevel power converters. Journal of the Institution of Engineers. 2006; 86:220–31.
  • Rasheed M, Omar R, Sabari A, Sulaiman M. Validation of a three-phase cascaded multilevel inverter based on Newton Raphson (NR). Indian Journal of Science and Technology. 2016; 9(20):1–13. https://doi.org/10.17485/ijst/2016/v9i20/89357
  • Chiasson J, Tolbert L, Mckenzie K, Du Z. Eliminating harmonics in a multilevel converter using resultant theory. IIEEE Transactions on Control Systems Technology. 2005; 13(2):3–8.
  • Paper C, Bekta E. Harmonic minimization technique for multilevel inverter using cascaded H-Bridge modules. UNITECH'15 International Scientific Conference. 2016; 1:139–43.
  • Yamarthi VR, Jayaraman M, Sreedevi VT. Neutral point clamped and cascaded H-bridge multilevel inverter topologies – A comparison. Indian Journal of Science and Technology. 2016; 9(45):1–8. https://doi.org/10.17485/ijst/2016/v9i45/99076
  • Antony ASM. Cascaded multilevel inverter of 11 Levels for RL load with reduced distortion. Indian Journal of Science and Technology. 2015; 8(19):10–2.
  • Paikray A, Mohanty B. A new multicarrier SPWM technique for five level cascaded H-bridge inverter. Proceeding International Conference on Conference: Green Computing Communication and Electrical Engineering (ICGCCEE); 2014. https://doi.org/10.1109/ICGCCEE.2014.6922379
  • Alkhazragi MS, AL-Shamaa NK. Cascaded H-bridge multilevel inverter using SPWM and MSPWM strategies. International Journal of Engineering Research and Applications. 2017; 7(06):14–20. https://doi.org/10.9790/9622-0706021420
  • Mahendran A, Muthulakshmi K, Nagarajan R. Triangular multicarrier SPWM technique for nine level cascaded inverter. International Journal of Scientific and Engineering Research. 2017; 4(5):269–75.
  • Nagarajan R, Saravanan M. Staircase multicarrier SPWM technique for nine level cascaded inverter. International Conference on Power, Energy and Control (ICPEC); 2013. p. 668–75. https://doi.org/10.1109/ICPEC.2013.6527741.
  • Vadhiraj S, Swamy KN, Divakar BP. Generic SPWM technique for multilevel inverter. IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC); 2013. p. 1–5. https://doi.org/10.1109/APPEEC.2013.6837117.
  • D. Mohan DM, B. Kurub S. A comparative analysis of multi carrier SPWM control strategies using fifteen level cascaded H bridge multilevel inverter. International Journal of Computer Applications in Technology. 2012; 41(21):7–11.
  • Hosseini SH, Sadigh AK, Barakati SM, Kangarlu MF. Comparison of SPWM technique and selective harmonic elimination using genetic algorithm. International Conference on Electrical and Electronics Engineering – ELECO; 2009. p. 278–82.
  • Senthilkumar P, Katuri G. Multilevel inverter for eliminating harmonics in line to line voltage using Genetic Algorithm. International Journal of Innovative Research in Computer and Communication Engineering. 2015; 3(7):7102–7.
  • Araque J, Diaz JL, Pardo A. Particle Swarm Optimization to minimize THD in multi-level inverters. International Journal of Circuits and Electronics. 2017; 2:22–9.
  • Ismail B, Idris S, Hassan S, Ismail RC, Haron AR, Azmi A. Selective harmonic elimination of five-level cascaded inverter using Particle Swarm Optimization. Indian Journal of Science and Technology. 2014; 5(6):5220–32.
  • Araque J, Alvarez R, Sierra JE. A Simulated annealingbased optimization approach for minimizing the THD in asymmetric cascaded multilevel inverter. Indian Journal of Science and Technology. 2018; 11(5):1–15. https://doi.org/10.17485/ijst/2018/v11i5/117302.
  • Kirkpatrick S, Gelatt CD, Vecchi MP. Optimization by simulated annealing. Science. 1983; 220(4598):671–80. PMid: 17813860. https://doi.org/10.1126/science.220.4598.671.
  • Haupt RL, Haupt SE, Wiley AJ. Practical Genetic Algorithms. 2nd Ed. John Wiley and Sons, Inc; 2004. p. 1–519.

Abstract Views: 228

PDF Views: 0




  • Optimization of THD in a Cascaded Multilevel Inverter based on Multiple-Carrier Pulse Width Modulation and Simulated Annealing

Abstract Views: 228  |  PDF Views: 0

Authors

Jose Araque
Universidad de Sucre, Cra. 28 # 5-267, Sincelejo, Colombia
Jose Lopez
Universidad de Sucre, Cra. 28 # 5-267, Sincelejo, Colombia
Ramon Alvarez
Universidad de Sucre, Cra. 28 # 5-267, Sincelejo, Colombia

Abstract


Objectives: This paper deals with the reduction of THD (Total Harmonic Distortion) in the voltage output waveform of a four-stage monophasic cascaded multilevel inverter with Multiple-Carrier Sine Pulse Width Modulation (MCSPWM) using the Simulated Annealing Optimization (SAO) technique. Method: The SAO algorithm was employed to calculate the appropriate firing angles for the switching devices of the inverter by mean of finding the best symmetry of the triangular wave, its frequency and the amplitude of the sine wave used in the modulation through of MATLAB. The monophasic multilevel inverter was simulated and evaluated using de SAO algorithm, then, a prototype was implemented for validating the results. Findings: The output waveform of the converter for multiple scenarios, the graphic of the harmonic content and the optimized modulation parameters were obtained in both the simulation and the prototype. The Simulated Annealing algorithm allowed to find the appropriate firing angles for the four-stage multilevel inverter, adjusting the optimal parameters of triangular and sine signals used in MCSPWM modulation, leading to obtaining a low harmonic content in the output waveform (THD less than 5%), using a low number of switching devices. Novelty/Improvement: The proposed technique (Simulated Annealing) permits to find the optimal parameters of modulation waveforms through a heuristic approach avoids the possible issues with local minima. Also, the method applied optimizes the number of necessary switching devices.

References





DOI: https://doi.org/10.17485/ijst%2F2018%2Fv11i43%2F132545