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Application of Simulated Annealing Optimization Algorithm in Selective Harmonic Elimination Problem

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Book cover Artificial Intelligence in Renewable Energetic Systems (ICAIRES 2017)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 35))

Abstract

Harmonic pollution is a very common issue in the field of power electronics, Harmonics can cause multiple problems for power converters and electrical loads alike, this paper introduces a modulation method called selective harmonic elimination pulse width modulation (SHEPWM), this method allows the elimination of a specific order of harmonics and also control the amplitude of the fundamental component of the output voltage. In this work SHEPWM strategy is applied to a five level cascade inverter. The objective of this study is to demonstrate the total control provided by the SHEPWM strategy over any rank of harmonics using the simulated annealing optimization algorithm and also control the amplitude of the fundamental component at any desired value. Simulation and experimental results are presented in this work.

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References

  1. Karami, B., Barzegarkhoo, R., Abrishamifar, A., Samizadeh, M.: A switched-capacitor multilevel inverter for high AC power systems with reduced ripple loss using SPWM technique. In: Power Electronics, Drives Systems & Technologies Conference, pp. 627–632 (2015)

    Google Scholar 

  2. Jana, K.C., Biswas, S.K.: Generalized switching scheme for a space vector pulse-width modulation-based N-level inverter with reduced switching frequency and harmonics. IET Power Electron. 8(12), 2377–2385 (2015)

    Article  Google Scholar 

  3. Mistry, T., Bhatta, S.K., Senapati, A.K., Agarwal, A.: Performance improvement of induction motor by Selective Harmonic Elimination (SHE) using Newton Raphson (N-R) method. In: International Conference on Energy Systems and Applications, pp. 364–369, May 2015

    Google Scholar 

  4. Deniz, E., Aydogmus, O., Aydogmus, Z.: Implementation of ANN-based selective harmonic elimination PWM using hybrid genetic algorithm-based optimization. Measurement 85, 32–42 (2016)

    Article  Google Scholar 

  5. Gnana Sundari, M., Rajaram, M., Balaraman, S.: Application of improved firefly algorithm for programmed PWM in multilevel inverter with adjustable DC sources. Appl. Soft Comput. 41, 169–179 (2016)

    Article  Google Scholar 

  6. Letha, S.S., Thakur, T., Jagdish, K.: Harmonic elimination of a photo-voltaic based cascaded H-bridge multilevel inverter using PSO (particle swarm optimization) for induction motor drive. Energy 107, 335–346 (2016)

    Article  Google Scholar 

  7. Chabni, F., Taleb, R., Helaimi, M.: Differential evolution based SHEPWM for seven-level inverter with non-equal DC sources. Int. J. Adv. Comput. Sci. Appl. (IJACSA) 7(9), 304–311 (2016)

    Google Scholar 

  8. Grobelny, J., Michalski, R.: A novel version of simulated annealing based on linguistic patterns for solving facility layout problems. Knowl. Based Syst. 124, 55–69 (2017)

    Article  Google Scholar 

  9. Valdivieso, C., Novillo, F., Gomez, J., Dik, D.: Centralized channel assignment algorithm for WSN based on simulated annealing in dense urban scenarios. In: 8th IEEE Latin-American Conference on Communications, pp. 1–6 (2016)

    Google Scholar 

  10. Raha, S.B., Mandal, K.K., Chakraborty, N.: Parametric variation based simulated annealing for reactive power dispatch. In: IET Chennai Fourth International Conference on Sustainable Energy and Intelligent Systems, pp. 29–34 (2013)

    Google Scholar 

  11. Sait, S.M., Oughali, F.C., Al-Asli, M.: Design partitioning and layer assignment for 3D integrated circuits using tabu search and simulated annealing. J. Appl. Res. Technol. 14(1), 67–76 (2016)

    Article  Google Scholar 

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Correspondence to Rachid Taleb .

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Chabni, F., Taleb, R., Hatti, M. (2018). Application of Simulated Annealing Optimization Algorithm in Selective Harmonic Elimination Problem. In: Hatti, M. (eds) Artificial Intelligence in Renewable Energetic Systems. ICAIRES 2017. Lecture Notes in Networks and Systems, vol 35. Springer, Cham. https://doi.org/10.1007/978-3-319-73192-6_39

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  • DOI: https://doi.org/10.1007/978-3-319-73192-6_39

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-73191-9

  • Online ISBN: 978-3-319-73192-6

  • eBook Packages: EngineeringEngineering (R0)

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