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Evaluation of SVC-coupled hybrid DSTATCOM using JLMS algorithm for enhancement of power quality

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
This research study explains the design and performance of a Static VAR Compensator (SVC) coupled Hybrid Distribution Static Compensator (DSTATCOM) for low voltage power distribution system (PDS). A comparative analysisis done between Voltage Source Inverter (VSI)-based DSTATCOM and SVC Hybrid DSTATCOM using Jordan Least Mean Square (JLMS) algorithm to alleviate the shunt-related power quality (PQ) glitches. The specific design is obtained as compared to the existing neural network toolbox algorithm to improve the estimation speed and accuracy. The main objective is to extract the tuned weighted values of fundamental active and reactive power components of distorted load currents for the switching signal generation using an adaptive JLMS algorithm. Several functions of DSTATCOM and hybrid DSTATCOM using this JLMS controller are showcased for harmonics curtailment, power factor (p.f.) improvement, load balancing, voltage regulation, etc. Simulation results on an SVC Hybrid DSTATCOM have shown an acceptable level of performance under unbalanced loading situations. Finally, some comparative results are provided to validate the feasibility and effectiveness of the suggested topology.
Wydawca
Rocznik
Strony
21--30
Opis fizyczny
Bibliogr. 22 poz., rys.
Twórcy
  • Department of Electrical and Electronics Engineering, Lendi Institute of Engineering and Technology, Vizianagaram 535005, India
  • Department of Electrical and Electronics Engineering, Vignan Institute of Technology and Management, Berhampur 761008, India
Bibliografia
  • Bayu, A. (2020). Power Quality Enhancement using DSTATCOM in Industry Plants. Power Electronics and Drives, 5(1),pp. 157–175. doi:10.2478/pead2020-0012.
  • Chilipi, R. S. R., Al Sayari, N., Al Hosani, K. H. and Beig, A. R. (2017). Adaptive Notch Filter Based Multipurpose Control Scheme for Grid-Interfaced Three-Phase Four-Wire DG Inverter. IEEE Transactions on Industry Applications, 53(4), pp. 4015-4027.
  • Lu, W., Li, S. and Chen, W. (2018). Current-Ripple Compensation Control Technique for Switching Power Converters. IEEE Transactions on Industrial Electronics, 65(5), pp. 4197-4206.
  • Makkar, A., Obaidat, M. S. and Kumar, N. (2018). FS2RNN: feature selection scheme for web spam detection using recurrent neural networks. In: 2018 IEEE Global Communications Conference (GLOBECOM),Abu Dhabi, United Arab Emirates, 09–13 December 2018, pp. 1-6.
  • Mangaraj, M. (2021). Operation of Hebbian Least Mean Square Controlled Distributed Static Compensator. IET Generation, Transmission and Distribution, 15(13), pp. 1939-1948.
  • Mangaraj, M.andSabat, J. (2021). MVSI and AVSI-Supported DSTATCOM for PQ Analysis. IETE Journal of Research. doi: 10.1080/03772063.2021.1920850.
  • Mangaraj, M.andSabat, J. (2022a). PQ Assessment of EDS with DER Penetration by DVSI-Based DSTATCOM using an ALMS Control Algorithm. International Journal of Ambient Energy, 43(1), pp. 7775-7786. doi: 10.1080/01430750.2022.2075931.
  • Mangaraj, M., Sabat, J., Barisal, A.K., Patra, A.K. andChahattaray, A.K. (2022b). Performance Evaluation of BB-QZSI Based DSTATCOM under Dynamic Load Condition. Power Electronics and Drives, 7(42), pp. 43-55.
  • Mangaraj, M., Sabat, J., Barisal, A. K., Ramaiah, K. S. and Rao, G. E. (2022c). VSC Based DSTATCOM for PQ Improvement: A Deep Learning- Approach. Power Electronics and Drives, 7(42), pp. 174-186.
  • Nayak, J., Kanungo, D. P., Naik, B. and Behera, H. S. (2014). A higher order evolutionary jordan pi-sigma neural network with gradient descent learning for classification. In: 2014 International Conference on High Performance Computing and Applications (ICHPCA), Bhubaneswar, India, 22-24 December 2014, pp. 1-6.
  • Puhan, P. S., Ray, P. K. and Pottapinjara, S. (2021). Performance Analysis of Shunt Active Filter for Harmonic Compensation under Various Non Linear Loads. International Journal of Emerging Electric Power Systems, 22(1), pp. 21-29.
  • Sabat, J. and Mangaraj, M. (2021). GLMS Control Strategy Based DSTATCOM for Power Quality Enhancement: Modelling & Comparative Analysis. International Journal of Energy System.doi: 10.1007/s12667-021-00489-x.
  • Sabat, J. andMangaraj, M. (2022a). Experimental Study of T-I-VSI-Based DSTATCOM using ALMS Technique for PQ Analysis. Journal of the Institution of Engineers (India): Series B.doi: 10.1007/s40031- 022-00812-9.
  • Sabat, J. andMangaraj, M. (2022b). Operation and Control Performance of Interactive DZSI-Based DSTATCOM. Journal of the Institution of Engineers (India): Series B, 103, pp.1259-1267. doi:10.1007/ s40031-022-00730-w.
  • Şen, G. D., Günel, G. Ö. and Güzelkaya, M. (2020). Extended kalmanfilter based modified elman jordan neural network for control and identification of nonlinear systems. In: 2020 Innovations in Intelligent Systems and Applications Conference (ASYU),Istanbul, Turkey, 15-17 October 2020, pp. 1-6.
  • Wang, L., Lam, C. S. and Wong, M. C. (2017a). Design of a Thyristor-Controlled LC Compensator for Dynamic Reactive Power Compensation in Smart Grid. IEEE Transactions on Smart Grid, 8(1), pp. 409-417.
  • Wang, L., Lam, C. S. and Wong, M. C.(2017b). Selective Compensation of Distortion, Unbalanced and Reactive Power of a Thyristor-Controlled LC Coupling Hybrid Active Power Filter (TCLC-HAPF). IEEE Transactions on Power Electronics, 12(32), pp. 9065-9077.
  • Wang, L., Lam, C. S. and Wong, M. C. (2017c). Unbalanced Control Strategy for a Thyristor Controlled LC-Coupling Hybrid Active Power Filter in Three- Phase Three-Wire Systems. IEEE Transactions on Power Electronics, 32(2), pp. 1056-1069.
  • Wang, L., Lam, C. S. and Wong, M. C. (2019). Minimizing Inverter Capacity Design and Comparative Performance Evaluation of SVC-Coupling Hybrid Active Power Filters. IEEE Transactions on Power Electronics, 34(2), pp. 1227-1242.
  • Xu, C., Dai, K., Chen, X. and Kang, Y. (2016). Unbalanced PCC Voltage Regulation with Positive and Negative-Sequence Compensation Tactics for MMC-DSTATCOM. IET Power Electronics, 9(15), pp. 2846-2858.
  • ZangenehBighash, E., Sadeghzadeh, S. M., Ebrahimzadeh, E. and Blaabjerg, F. (2018). Adaptive-Harmonic Compensation in Residential Distribution Grid by Roof-Top PV Systems. IEEE Journal of Emerging and Selected Topics in Power Electronics, 6(4), pp. 2098-2108.
  • Zhao, Z. (2017). Adaptive internal model control-based ripple rejection for improved response of PFC rectifiers. In: Proceedings of 2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE), Windsor, ON, Canada, 30 April 2017–03 May 2017, pp. 1-6.
Uwagi
Opracowanie rekordu ze środków MNiSW, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2024).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-854a0919-0e4d-4230-83c8-9abd04c59d47
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