Skip to main content

Parallel Adaline for Active Power Filter

  • Conference paper
  • First Online:
Proceedings of the 6th Brazilian Technology Symposium (BTSym’20) (BTSym 2020)

Abstract

Due to the rise of electronics and electrical devices into the electrical grid, the network’s power quality has become sensitive. Harmonics parameters in emerging power systems have to be controlled in order to give reliable power/energy to the grid. Adaptive power filter is one of the reliable solutions to compensate harmonics and the unwanted components of the power system. For this effect, we have designed a control strategy for a balanced load in a three-phase four-wire system with an adaptive neural network algorithm. The results obtained for the current harmonic compensation demonstrate a reduction of the total current harmonic distortion below 5%. Those include the reduction in the neutral current and the equilibrium phase currents.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Escudero R, Noel J, Elizondo J, Kirtley J (2017) Microgrid fault detection based on wavelet transformation and park’s vector approach. Electr Power Syst Res 15(2):401–410

    Article  Google Scholar 

  2. Espinoza F, Mar M, Ramirez E, Noel J (2016) Control of real power in asynchronous machine using a SCADA system in a smart grid. In: ANDESCON 2016 IEEE. IEEE, pp 1–4

    Google Scholar 

  3. Blancas J Noel J (2018) Short-term load forecasting using fuzzy logic. In: 2018 IEEE PES transmission distribution conference and exhibition Latin America (TD-LA), pp 1–5

    Google Scholar 

  4. Cardenas H, Zhang L, Noel J (2017) Improvement on energy trade capacity for asynchronous power system by application of hybrid multi-infeed direct current transmission system. In: 2017 IEEE URUCON, pp 1–4

    Google Scholar 

  5. Arias Velasquez RM, Romero Ramos YL, Meldrum I, Dıaz C, Noel J (2020) Dynamic model for transmission lines maximum disconnection time on wind farm. Ain Shams Eng J

    Google Scholar 

  6. Noel J (2014) Design of an 10 kva–45 a automatic static transfer switch module. In: Power Electronics, Machines and Drives (PEMD 2014). In: 7th IET international conference on, IET, pp 1–4

    Google Scholar 

  7. Cardenas H, Zhang L, Noel J (2018) Modeling, simulation and application of modular multilevel converter in hybrid high voltage direct current transmission system. In: 2018 IEEE PES transmission distribution conference and exhibition - Latin America (TD-LA), pp 1–5

    Google Scholar 

  8. IEEE Std 519-2014 (2014) IEEE Recommended Practice and Requirements for Harmonic Control in Electric Power Systems, pp 1–75

    Google Scholar 

  9. Vazquez J, Salmeron P (2003) Active power filter control using neural network technologies. IEEE Proc Electr Power Appl 150(2):139–145

    Article  Google Scholar 

  10. Panda G, Ray PK, Puhan PS, Dash SK (2013) Novel schemes used for estimation of power system harmonics and their elimination in a three-phase distribution system. Int J Electr Power Energy Syst 53:842–856

    Article  Google Scholar 

  11. El Shatshat R, Kazerani M, Salama M (2002) Power quality improvement in 3-phase 3-wire distribution systems using modular active power filter. Electr Power Syst Res 61(3):185–194

    Article  Google Scholar 

  12. Merabet L, Saad S, Abdeslam DO, Omeiri A (2013) A comparative study of harmonic currents extraction by simulation and implementation. Int J Electr Power Energy Syst 53:507–514

    Article  Google Scholar 

  13. IEEE draft recommended practice for monitoring electric power quality (2018) IEEE P1159/D5, December 2018, pp 1–109

    Google Scholar 

  14. Mingxuan D, Zhihao H, Wu J, Xu D, Ke H (2012) Study on three-leg-based three-phase four-wire shunt active power filter. In: proceedings of the 7th international power electronics and motion control conference, vol 1. IEEE, pp 552–556

    Google Scholar 

  15. Vardar K, Akpınar E, Surgevil T (2009) Evaluation of reference current extraction methods for DSP implementation in active power filters. Electr Power Syst Res 79(10):1342–1352

    Article  Google Scholar 

  16. El-Mamlouk WM, Mostafa HE, El-Sharkawy MA (2011) Active power filter controller for harmonic suppression in industrial distribution system. Ain Shams Eng J 2(3–4):161–172

    Article  Google Scholar 

  17. Sharma N, Gupta R, Sharma D, Swarnkar A, Gupta N (2010) Estimation and elimination of harmonics in power system using modified FFT with variable learning of ADALINE. In: proceedings of the 2010 electric power quality and supply reliability conference. IEEE, pp 79–86

    Google Scholar 

  18. Flieller D, Abdeslam DO, Wira P, Merckle J (2009) Distortions identification and compensation based on artificial neural networks using symmetrical components of the voltages and the currents. Electr Power Syst Res 79(7):1145–1154

    Article  Google Scholar 

  19. Keshawala RP, Pandya SN, Patel SK, Suthar DP (2018) Comparative analysis of 3-phase 3-wire shunt active power filters using various control strategies. In: 2018 IEEMA engineer infinite conference (eTechNxT). IEEE, pp 1–6

    Google Scholar 

  20. Sejpal JA, Ayalani M (2018) Comparison of 3-phase 3-wireshunt active power filters through current control topologies. In: 2018 international conference on current trends towards converging technologies (ICCTCT). IEEE, pp 1–6

    Google Scholar 

  21. Chauhan SK, Shah MC, Tiwari RR, Tekwani P (2013) Analysis, design and digital implementation of a shunt active power filter with different schemes of reference current generation. IET Power Electron 7(3):627–639

    Article  Google Scholar 

  22. Dadawala J, Shivani S, Kamani P (2014) Review on shunt active power filter for three phase four wire system. Int J Eng Dev Res 2:419–424

    Google Scholar 

  23. Li S, Wang J, Wang T, Du H, Duan Y, Gao H, Zhao B (2018) The bidirectional ac/dc power converter with capability of suppressing the harmonic current in hybrid micro grid. In: 2018 Asian conference on energy, power and transportation electrification (ACEPT). IEEE, pp 1–6

    Google Scholar 

  24. Czarnecki LS, Pearce SS (2010) CPC-based comparison of compensation goals in systems with nonsinusoidal voltages and currents. In: 2010 international school on nonsinusoidal currents and compensation. IEEE, pp 27–36

    Google Scholar 

  25. Yuan C, Yigang H, Zhong L, Jinping W (2015) Improved FBD reactive power and harmonic current detecting method based on voltage sequence decom-position. In: 2015 12th IEEE international conference on electronic measurement & instruments (ICEMI), vol 2. IEEE, pp 567–572

    Google Scholar 

  26. Dash PK, Panda SK, Mishra B, Swain DP (1997) Fast estimation of voltage and current phasors in power networks using an adaptive neural network. IEEE Trans Power Syst 12(4):1494–1499

    Article  Google Scholar 

  27. Chang GW, Chen CI, Huang BC, Liang QW (2008) A comparative study of two weights updating approaches used in ADALINE for harmonics tracking. In: 2008 13th international conference on harmonics and quality of power, pp 1–5

    Google Scholar 

  28. Joorabian M, Mortazavi S, Khayyami A (2009) Harmonic estimation in a power system using a novel hybrid least squares-ADALINE algorithm. Electr Power Syst Res 79(1):107–116

    Article  Google Scholar 

  29. Dash P, Panda S, Liew A, Mishra B, Jena R (1998) A new approach to monitoring electric power quality. Electr Power Syst Res 46(1):11–20

    Article  Google Scholar 

  30. Thahab RT, Asumadu JA (2017) Current decomposition based on a double/multiple synochrouns reference frames and fryze-buchholz-depenbrock theory for a non-islanded microgrid with a finite control set-model predictive controller: a comparative approach. In: 2017 IEEE 3rd international future energy electronics conference and ECCE Asia (IFEEC 2017-ECCEAsia). IEEE, pp 356–363

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Julien Noel .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Chuquipiondo, R., Vega, C.F., Noel, J. (2021). Parallel Adaline for Active Power Filter. In: Iano, Y., Saotome, O., Kemper, G., Mendes de Seixas, A.C., Gomes de Oliveira, G. (eds) Proceedings of the 6th Brazilian Technology Symposium (BTSym’20). BTSym 2020. Smart Innovation, Systems and Technologies, vol 233. Springer, Cham. https://doi.org/10.1007/978-3-030-75680-2_78

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-75680-2_78

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-75679-6

  • Online ISBN: 978-3-030-75680-2

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics