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Articles

Experimental Validation of ADALINE Least Mean Square Algorithm in a Three-Phase Four-Wire DSTATCOM to Enhance Power Quality

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Pages 769-780 | Received 18 Jun 2019, Accepted 23 Aug 2020, Published online: 06 Oct 2020

References

  • M. H. J. Bollen et al., “Power quality concerns in implementing smart distribution-grid applications,” IEEE Trans. Smart Grid, vol. 8, no. 1, pp. 391–399, 2017. DOI: 10.1109/TSG.2016.2596788.
  • C. Bhattacharjee and B. K. Roy, “Advanced fuzzy power extraction control of wind energy conversion system for power quality improvement in a grid tied hybrid generation system,” IET Gen. Transm. Distrib., vol. 10, no. 5, pp. 1179–1189, 2016. DOI: 10.1049/iet-gtd.2015.0769.
  • A. K. Panda and T. Penthia, “Design and modeling of SMES based SAPF for pulsed power load demands,” Int. J. Elect. Power Energy Syst., vol. 92, pp. 114–124, 2017. DOI: 10.1016/j.ijepes.2017.04.011.
  • T. Penthia, A. K. Panda, N. Patnaik, and P. R. Mohanty, “Performance of SMES system with non-linear dynamic evolution control approach for pulsed power load compensation,” IET Gen. Transm. Distrib., vol. 14, no. 10, pp. 1872–1881, 2020. DOI: 10.1049/iet-gtd.2019.1880.
  • A. Ghosh and G. Ledwich, Power Quality Enhancement Using Custom Power Devices, 1st ed. New York: Springer Science + Business Media, 2020.
  • L. F. de Oliveira Costa and J. M. de Carvalho Filho, “Electrical power quality and the challenges faced by power assemblies applications in petrochemical industry,” IEEE Trans. Ind. Appl., vol. 52, no. 5, pp. 4495–4502, 2016. DOI: 10.1109/TIA.2016.2573258.
  • H. Hu, Z. He, X. Li, K. Wang, and S. Gao, “Power-quality impact assessment for high-speed railway associated with high-speed trains using train timetable. Part I: Methodology and modeling,” IEEE Trans. Power Deliv., vol. 31, no. 2, pp. 693–703, 2016. DOI: 10.1109/TPWRD.2015.2472994.
  • M. Brenna, R. Faranda, and E. Tironi, “A new proposal for power quality and custom power improvement: OPEN UPQC,” IEEE Trans. Power Deliv., vol. 24, no. 4, pp. 2107–2116, 2009. DOI: 10.1109/TPWRD.2009.2028791.
  • J. Roldán-Pérez, A. García Cerrada, M. Ochoa-Giménez, and J. L. Zamora-Macho, “On the power flow limits and control in series-connected custom power devices,” IEEE Trans. Power Electron., vol. 31, no. 10, pp. 7328–7338, 2016. DOI: 10.1109/TPEL.2015.2509003.
  • S. R. Arya, B. Singh, R. Niwas, A. Chandra, and K. Al-Haddad, “Power quality enhancement using DSTATCOM in distributed power generation system,” IEEE Trans. Ind. Appl., vol. 52, no. 6, pp. 5203–5212, 2016. DOI: 10.1109/TIA.2016.2600644.
  • V. C. Sekhar, K. Kant, and B. Singh, “DSTATCOM supported induction generator for improving power quality,” IET Renew. Power Gen., vol. 10, no. 4, pp. 495–503, 2016. DOI: 10.1049/iet-rpg.2015.0200.
  • M. Srinivas, I. Hussain, and B. Singh, “Combined LMS-LMF based control algorithm of DSTATCOM for power quality enhancement in distribution system,” IEEE Trans. Ind. Electron., vol. 63, no. 7, pp. 4160–4168, 2016. DOI: 10.1109/TIE.2016.2532278.
  • M. Mangaraj, A. K. Panda, T. Penthia, and A. R. Dash, “Adaptive LMBP training-based icos control technique for DSTATCOM,” IET Gen. Transm. Distrib., vol. 14, no. 3, pp. 516–524, 2020. DOI: 10.1049/iet-gtd.2018.6295.
  • T. Penthia, A. K. Panda, P. R. Mohanty, and N. Patnaik, “Superconducting magnetic energy storage system with an improved nonlinear control approach for pulsed power applications,” Int. Trans. Electr. Energ. Syst., vol. 30, no. 8, e12464, 2020. DOI: 10.1002/2050-7038.12464.
  • M. Badoni, A. Singh, and B. Singh, “Variable forgetting factor recursive least square control algorithm for DSTATCOM,” IEEE Trans. Power Deliv., vol. 30, no. 5, pp. 2353–2361, 2015. DOI: 10.1109/TPWRD.2015.2422139.
  • S. K. Patel, S. R. Arya, and R. Maurya, “Nonlinear adaptive volterra filter for control of distribution static compensator,” IEEE J. Emerg. Sel. Top. Power Electron., vol. 5, no. 1, pp. 559–567, 2017. DOI: 10.1109/JESTPE.2016.2633481.
  • A. K. Panda and M. Mangaraj, “DSTATCOM employing hybrid neural network control technique for power quality improvement,” IET Power Electron., vol. 10, no. 4, pp. 480–489, 2017. DOI: 10.1049/iet-pel.2016.0556.
  • P. Trilochan, M. Mrutyunjaya, P. A. Kumar, and S. S. Kumar, “Sparse LMS control algorithm for fuel cell based SAPF,” presented at the 2016 IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering (UPCON), Varanasi, India, Dec. 9–11, 2016, pp. 72–77. DOI: 10.1109/UPCON.2016.7894627.
  • I. D. Landau, R. Lozano, M. M’Saad, and A. Karimi, “Adaptive control: algorithms,” in Analysis and Applications, 2nd ed. Berlin, Germany: Springer-Verlag, 2011.
  • M. B. Latran, A. Teke, and Y. Yoldas, “Mitigation of power quality problems using distribution static synchronous compensator: a comprehensive review,” IET Power Electron., vol. 8, no. 7, pp. 1312–1328, 2015. DOI: 10.1049/iet-pel.2014.0531.
  • M. Bouzidi, A. Benaissa, and S. Barkat, “Hybrid direct power/current control using feedback linearization of three-level four-leg voltage source shunt active power filter,” Int. J. Elect. Power Energy Syst., vol. 61, pp. 629–646, 2014. DOI: 10.1016/j.ijepes.2014.03.071.
  • K. Parker, Active neutral current compensator. Available: http://www.google.com/patents/US5574356, 1996.
  • T. Penthia, A. K. Panda, S. K. Sarangi, and M. Mangaraj, “ADALINE based LMS algorithm in a three phase four wire distribution system for power quality enhancement,” presented at the 2016 IEEE 6th International Conference on Power Systems (ICPS), New Delhi, India, Mar. 4–6, 2016, pp. 1–5. DOI: 10.1109/ICPES.2016.7584021.
  • F. L. Yousfi, D. O. Abdeslam, T. Bouthiba, N. K. Nguyen, and J. Merckle, “Adaline for online symmetrical components and phase-angles identification in transmission lines,” IEEE Trans. Power Deliv., vol. 27, no. 3, pp. 1134–1143, 2012. DOI: 10.1109/TPWRD.2012.2196526.
  • M. K. Mishra and K. Karthikeyan, “An investigation on design and switching dynamics of a voltage source inverter to compensate unbalanced and nonlinear loads,” IEEE Trans. Ind. Electron., vol. 56, no. 8, pp. 2802–2810, 2009. DOI: 10.1109/TIE.2008.2007999.
  • L. Zheng, H. Geng, and G. Yang, “Fast and robust phase estimation algorithm for heavily distorted grid conditions,” IEEE Trans. Ind. Electron., vol. 63, no. 11, pp. 6845–6855, 2016. DOI: 10.1109/TIE.2016.2585078.
  • D. G. Holmes, R. Davoodnezhad, and B. P. McGrath, “An improved three-phase variable-band hysteresis current regulator,” IEEE Trans. Power Electron., vol. 28, no. 1, pp. 441–450, 2013. DOI: 10.1109/TPEL.2012.2199133.
  • dSPACE1104, 2017. Available: https://www.dspace.com/en/ltd/home/products/products.cfm#filterterms=term-332.
  • “IEEE recommended practices and requirements for harmonic control in electrical power systems,” in IEEE Std 519-1992, Apr. 1993, pp. 1–112. DOI: 10.1109/IEEESTD.1993.114370.

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