Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
Skip to main content
Springer Nature Link
Log in

Adaptive fuzzy controlled hybrid shunt active power filter for power quality enhancement

  • Original Article
  • Published:
Neural Computing and Applications Aims and scope Submit manuscript

Abstract

A novel switching pulse generation methodology based on adaptive fuzzy hysteresis current controlled hybrid shunt active power filter (A-F-HCC-HSAPF) is presented in this paper for compensating reactive power and harmonics in distribution network. The harmonic problems are mainly evolved because of extensive use of nonlinear loads in industry and domestic sectors. There are some adverse effects of harmonics such as: malfunctioning of sensitive equipment, resonance issues, conductors heating, power losses and reduced efficiency in distribution system. To mitigate harmonics issues passive, filters are used but when the harmonic component increases the design of passive filters is complex and becomes bulky. With the advancement in power electronic, the active power filter has been designed. Generally, the rating of the active filter is very high for some applications; hence hybrid shunt active power filter (HSAPF) is proposed by low-rated shunt active power filter (SAPF) and low-cost shunt passive filter. Proportional-integral or fuzzy logic controller is used to estimate the reference current and to regulate the dc capacitor voltage. To generate the switching pulse for the voltage source inverter of the SAPF, a novel adaptive fuzzy hysteresis current controller (A-F-HCC) is adopted. The performance of the proposed A-F-HCC-HSAPF is investigated during steady-state and transient conditions using MATLAB/Simulink and real-time environments.

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

Access this article

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16
Fig. 17
Fig. 18
Fig. 19

Similar content being viewed by others

Explore related subjects

Discover the latest articles, news and stories from top researchers in related subjects.

References

  1. Fuchs EWF, Masoum MAS (2008) Introduction to power quality. Power quality in power systems and electrical machines, 2nd edn. Academic Press is an imprint of Elsevier, Cambridge, pp 04–67

    Google Scholar 

  2. Busarello TDC, Pomilio JA, Simões MG (2016) Passive filter aided by shunt compensators based on the conservative power theory. IEEE Trans Ind Appl 52(4):3340–3347

    Article  Google Scholar 

  3. Mahela OP, Shaik AG (2016) Topological aspects of power quality improvement techniques: a comprehensive overview. Renew Sustain Energy Rev 1(58):1129–1142

    Article  Google Scholar 

  4. Carpinelli G, Proto D, Russo A (2017) Optimal planning of active power filters in a distribution system using trade-off/risk method. IEEE Trans Power Deliv 32(2):841–851

    Article  Google Scholar 

  5. Bayındır KÇ, Cuma MU, Tümay M (2006) Hierarchical neuro-fuzzy current control for a shunt active power filter. Neural Comput Appl 15(3–4):223–238

    Article  Google Scholar 

  6. Mahmoudian M, Gitizadeh M, Rajaei AH, Tehrani VM (2019) Common mode voltage suppression in three-phase voltage source inverters with dynamic load. IET Power Electron 12(12):3141–3148

    Article  Google Scholar 

  7. Yunus HI, Bass RM (1996) Comparison of VSI and CSI topologies for single-phase active power filters. In: PESC Record. 27th annual IEEE power electronics specialists conference, vol 2, pp 1892–1898

  8. Bhattacharya S, Frank TM, Divan DM, Banerjee B (1998) Active filter system implementation. IEEE Ind Appl Mag 4(5):47–63

    Article  Google Scholar 

  9. Akagi H, Kanazawa Y, Nabae A (1984) Instantaneous reactive power compensators comprising switching devices without energy storage components. IEEE Trans Ind Appl 20(3):625–630

    Article  Google Scholar 

  10. Peng FZ, Ott GW, Adams DJ (1998) Harmonic and reactive power compensation based on the generalized instantaneous reactive power theory for three phase four wire system. IEEE Trans Power Electron 13(6):1174–1181

    Article  Google Scholar 

  11. Herrera RS, Salmeron P (2009) Instantaneous reactive power theory: a reference in the nonlinear loads compensation. IEEE Trans Ind Electron 56(6):2015–2022

    Article  Google Scholar 

  12. Karimi H, Karimi-Ghartemani M, Iravani MR (2003) An adaptive filter for synchronous extraction of harmonics and distortions. IEEE Trans Power Deliv 18(4):1350–1356

    Article  Google Scholar 

  13. Forghani M, Afsharnia S (2007) Online wavelet transform-based control strategy for UPQC control system. IEEE Trans Power Deliv 22(1):481–491

    Article  Google Scholar 

  14. Tümay M, Meral ME, Bayindir KÇ (2008) Extraction of voltage harmonics using multi-layer perceptron neural network. Neural Comput Appl 17(5–6):585–593

    Article  Google Scholar 

  15. Singh B, Verma V, Chandra A, Al-Haddad K (2005) Hybrid filters for power quality improvement. IEE Proc-Gener Transm Distrib 152(3):365–378

    Article  Google Scholar 

  16. Kim S, Enjeti PN (2002) A new hybrid active power filter (APF) topology. IEEE Trans Power Electron 17(1):48–54

    Article  Google Scholar 

  17. Oualid A, Moulahoum S, Colak I, Babes B, Kabache N (2016) Analysis, design and real-time implementation of shunt active power filter for power quality improvement based on predictive direct power control. In: 2016 IEEE international conference on renewable energy research and applications (ICRERA), pp 79–84

  18. Badoni M, Singh A, Singh B (2016) Comparative performance of wiener filter and adaptive least mean square-based control for power quality improvement. IEEE Trans Ind Electron 63(5):3028–3037

    Article  Google Scholar 

  19. Ouchen S, Betka A, Abdeddaim S, Menadi A (2016) Fuzzy-predictive direct power control implementation of a grid connected photovoltaic system, associated with an active power filter. Energy Convers Manag 122:515–525

    Article  Google Scholar 

  20. Panda AK, Patnaik N (2017) Management of reactive power sharing & power quality improvement with SRF-PAC based UPQC under unbalanced source voltage condition. Int J Electr Power Energy Syst 84(2017):182–194

    Article  Google Scholar 

  21. Ray PK, Das SR, Mohanty A, Eddy FYS, Krishnan A, Gooi HB, Amaratunga GJ (2018) Improvement in power quality using hybrid power filters based on robust extended Kalman filter. In: 2018 19th international Carpathian control conference (ICCC). IEEE, pp 585–590

  22. Pradhan M, Mishra MK (2018) Dual P-Q theory based energy-optimized dynamic voltage restorer for power quality improvement in a distribution system. IEEE Trans Ind Electron 66(4):2946–2955

    Article  Google Scholar 

  23. Kamel K, Laid Z, Abdallah K, Anissa K (2018) Comparative analysis on shunt active power filter based PQ control strategy using HCC, SPWM and SVPWM switching signal generation techniques. In: 2018 15th international multi-conference on systems, signals & devices (SSD), pp 936–940

  24. Yan W, Hu J, Utkin V, Xu L (2008) Sliding mode pulse width modulation. IEEE Trans Power Electron 23(2):619–626

    Article  Google Scholar 

  25. Das SR, Ray PK, Mohanty A (2018) Fuzzy sliding mode based series hybrid active power filter for power quality enhancement. Adv Fuzzy Syst 2018:1–8. https://doi.org/10.1155/2018/1309518

    Article  Google Scholar 

  26. Elgammal AA, El-naggar MF (2016) MOPSO-based optimal control of shunt active power filter using a variable structure fuzzy logic sliding mode controller for hybrid (FC-PV-Wind-Battery) energy utilisation scheme. IET Renew Power Gener 11(8):1148–1156

    Article  Google Scholar 

  27. Fang Y, Fei J, Ma K (2015) Model reference adaptive sliding mode control using RBF neural network for active power filter. Int J Electr Power Energy Syst 73:249–258

    Article  Google Scholar 

  28. Rahman A, Radzi NF, Amran M, CheSoh M, Mariun A, Abd Rahim N (2016) Adaptive hybrid fuzzy-proportional plus crisp-integral current control algorithm for shunt active power filter operation. Energies 9(9):737

    Article  Google Scholar 

  29. Musa S, Radzi MAM, Hizam H, Wahab NIA, Hoon Y, Zainuri MAAM (2017) Modified synchronous reference frame based shunt active power filter with fuzzy logic control pulse width modulation inverter. Energies 10(6):758

    Article  Google Scholar 

  30. Mahanty R (2014) Indirect current controlled shunt active power filter for power quality improvement. Int J Electr Power Energy Syst 62:441–449

    Article  Google Scholar 

  31. Karuppanan P, Mahapatra KK (2012) PI and fuzzy logic controllers for shunt active power filter—a report. ISA Trans 51:63–169

    Article  Google Scholar 

  32. Ozkan IA, Herdem S, Saritas I (2017) FPGA-based self-organizing fuzzy controller for electromagnetic filter. Neural Comput Appl 28(9):2535–2543

    Article  Google Scholar 

  33. Noshadi A, Shi J, Lee WS, Shi P, Kalam A (2016) Optimal PID-type fuzzy logic controller for a multi-input multi-output active magnetic bearing system. Neural Comput Appl 27(7):2031–2046

    Article  Google Scholar 

  34. Shi Kaibo, Zhong Shouming, Tang Yuanyan, Cheng Jun (2019) Non-fragile memory filtering of TS fuzzy delayed neural networks based on switched fuzzy sampled-data control. Fuzzy Sets Syst. https://doi.org/10.1016/j.fss.2019.09.001(article in press)

    Article  Google Scholar 

  35. Mukherjee M, Banerjee A (2019) Power quality improvement by active shunt filter with hysteresis current controller. In: Bera R, Sarkar S, Singh O, Saikia H (eds) Advances in communication, devices and networking. Springer, Singapore, pp 89–97

    Chapter  Google Scholar 

  36. Kale M, Karabacak M, Saracoglu B (2013) A novel hysteresis band current controller scheme for three phase AC chopper. Int J Electr Power Energy Syst 44(1):219–226

    Article  Google Scholar 

  37. Vahedi H, Sheikholeslami A, Tavakoli BM, Vahedi M (2011) Review and simulation of fixed and adaptive hysteresis current control considering switching losses and high-frequency harmonics. Adv Power Electron 2011:1–6. https://doi.org/10.1155/2011/397872

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Department of Electrical and Electronics Engineering, ITER, SOA University, Bhubaneswar, Odisha, India

    Alok K. Mishra & Ranjan K. Mallick

  2. Department of Electrical Engineering, CET, Bhubaneswar, Odisha, India

    Prakash K. Ray & Asit Mohanty

  3. Department of Electrical Engineering, IIIT, Bhubaneswar, Odisha, India

    Soumya R. Das

Authors
  1. Alok K. Mishra
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Prakash K. Ray
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Ranjan K. Mallick
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Asit Mohanty
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Soumya R. Das
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Prakash K. Ray.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mishra, A.K., Ray, P.K., Mallick, R.K. et al. Adaptive fuzzy controlled hybrid shunt active power filter for power quality enhancement. Neural Comput & Applic 33, 1435–1452 (2021). https://doi.org/10.1007/s00521-020-05027-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00521-020-05027-x

Keywords

Search

Navigation