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2022 | OriginalPaper | Buchkapitel

32. Comparative Analysis of Fuzzy Logic and Synchronous Reference Frame Controlled LVRT Capability Enhancement in Wind Energy System Using DVR and STATCOM

verfasst von : Subash Ranjan Kabat, Chinmoy Kumar Panigrahi, Bibhu Prasad Ganthia

Erschienen in: Sustainable Energy and Technological Advancements

Verlag: Springer Singapore

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Abstract

This study examines the different techniques utilized to enhance the low-voltage ride through (LVRT) capabilities of double-fed induction generators (DFIG)-based wind turbine systems (WT). As the globe uses around 20–25% of renewable energy from wind, the Type-III WT machine, which is largely based on DFIG, is immediately linked to the grid without the digital interface of power, causing the terminal voltage or reactive electricity output to be unmanageable. As a result, this study presented new LVRT methods based on the implementation of additional active interface technologies. Many techniques are presently being investigated to address the low voltage fault problem. By analyzing LVRT techniques for DFIG-based WECS, this report aims to determine such working methods by bridging the gap in terms of total adaptive performance, operative complexity of controllers, and cost-effectiveness. This study highlights the techniques to increase LVRT’s ability to depend on the relationship setup in three main areas based on their grid integrations. In this paper, DVR and STATCOM are connected to the wind turbine system for active and reactive power control under fault detection process. With synchronous reference frame and without synchronous reference frame operations are highlighted in this work, and using STATCOM with SRF theory gives better response during faults to improve active and reactive power. The mathematical models of the entire system are simulated and examined using MATLAB Simulink.

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Literatur
1.
Zurück zum Zitat Blaabjerg F, Chen Z (2006) Power electronics for modern wind turbines, 1st edn. Morgan and Claypool Publishers Blaabjerg F, Chen Z (2006) Power electronics for modern wind turbines, 1st edn. Morgan and Claypool Publishers
2.
Zurück zum Zitat Marques J, Pinheiro H, Grundling H, Pinheiro J, Hey H (2003) A servey on variable-speed wind turbine system. In: Proceedings of Brazilian conference of electronics of power, vol 1, pp 117–125 Marques J, Pinheiro H, Grundling H, Pinheiro J, Hey H (2003) A servey on variable-speed wind turbine system. In: Proceedings of Brazilian conference of electronics of power, vol 1, pp 117–125
3.
Zurück zum Zitat Chinchilla M, Arnaltes S, Burgos JC (2003) Control of permanent magnet generators applied to variable speed wind energy systems connected to the grid. In: IEEE power electronics specialist conference, MESC’03, June 2003, pp 748–753 Chinchilla M, Arnaltes S, Burgos JC (2003) Control of permanent magnet generators applied to variable speed wind energy systems connected to the grid. In: IEEE power electronics specialist conference, MESC’03, June 2003, pp 748–753
4.
Zurück zum Zitat Mayosky MA, Cancelo GIE (1999) Direct adaptive control fo wind energy conversion systems using Gaussian networks. IEEE Trans Neural Netw 10(4):898–906 Mayosky MA, Cancelo GIE (1999) Direct adaptive control fo wind energy conversion systems using Gaussian networks. IEEE Trans Neural Netw 10(4):898–906
5.
Zurück zum Zitat Iyasere E, Salah MH, Dawson DM, Wagner JR, Tatlicioglu E (2012) Robust nonlinear control strategy to maximize energy capture in a variable speed wind turbine with an ınternal ınduction generator. J Control Theory Appl 10(2):184–194 Iyasere E, Salah MH, Dawson DM, Wagner JR, Tatlicioglu E (2012) Robust nonlinear control strategy to maximize energy capture in a variable speed wind turbine with an ınternal ınduction generator. J Control Theory Appl 10(2):184–194
6.
Zurück zum Zitat Benchagra M, Maaroufi M, Ouassaid M (2012) Nonlinear MPPT control of squirrel cage ınduction generator-wind turbine. J Theoret Appl Inf Technol 35(1):26–33 Benchagra M, Maaroufi M, Ouassaid M (2012) Nonlinear MPPT control of squirrel cage ınduction generator-wind turbine. J Theoret Appl Inf Technol 35(1):26–33
7.
Zurück zum Zitat Nguyen HM, Naidu DS (2012) Direct fuzzy adaptive control for standalone wind energy conversion systems. In: Proceedings of the world congress on engineering and computer science, San Fransisco, USA, Vol II, pp 994–999 Nguyen HM, Naidu DS (2012) Direct fuzzy adaptive control for standalone wind energy conversion systems. In: Proceedings of the world congress on engineering and computer science, San Fransisco, USA, Vol II, pp 994–999
8.
Zurück zum Zitat Mayosky MA, Cancelo GIE (1999) Direct adaptive control of wind energy conversion systems using Gaussian networks. IEEE Trans Neural Netw 10(4) Mayosky MA, Cancelo GIE (1999) Direct adaptive control of wind energy conversion systems using Gaussian networks. IEEE Trans Neural Netw 10(4)
9.
Zurück zum Zitat Tao G (2003) Adaptive control design and analysis. Wiley, New York Tao G (2003) Adaptive control design and analysis. Wiley, New York
10.
Zurück zum Zitat Slotine JE, Li W (1991) Applied nonlinear control. Prentice Hall, Englewood Cliffs; Wang LX (1996) A course on fuzzy systems, 1st edn. Prentice Hall; Polycarpou MM (1996) Stable adaptive neural control scheme for nonlinear systems. IEEE Trans Autom Control 41(3):447–451 Slotine JE, Li W (1991) Applied nonlinear control. Prentice Hall, Englewood Cliffs; Wang LX (1996) A course on fuzzy systems, 1st edn. Prentice Hall; Polycarpou MM (1996) Stable adaptive neural control scheme for nonlinear systems. IEEE Trans Autom Control 41(3):447–451
11.
Zurück zum Zitat Ganthia BP, Barik SK (2020) Steady-state and dynamic comparative analysis of PI and fuzzy logic controller in stator voltage oriented controlled DFIG fed wind energy conversion system. J Inst Eng India Ser B 101:273–286 Ganthia BP, Barik SK (2020) Steady-state and dynamic comparative analysis of PI and fuzzy logic controller in stator voltage oriented controlled DFIG fed wind energy conversion system. J Inst Eng India Ser B 101:273–286
12.
Zurück zum Zitat Ganthia BP, Barik SK, Nayak B (2020) Shunt connected FACTS devices for LVRT capability enhancement in WECS. Eng Technol Appl Sci Res 10(3):5819–5823 Ganthia BP, Barik SK, Nayak B (2020) Shunt connected FACTS devices for LVRT capability enhancement in WECS. Eng Technol Appl Sci Res 10(3):5819–5823
13.
Zurück zum Zitat Honrubia-Escribano A, Jiménez-Buendía F, Gómez-Lázaro E, Fortmann J (2018) Field validation of a standard type 3 wind turbine model for power system stability, according to the requirements ımposed by IEC 61400-27-1. IEEE Trans Energy Convers 33(1):137–145 Honrubia-Escribano A, Jiménez-Buendía F, Gómez-Lázaro E, Fortmann J (2018) Field validation of a standard type 3 wind turbine model for power system stability, according to the requirements ımposed by IEC 61400-27-1. IEEE Trans Energy Convers 33(1):137–145
14.
Zurück zum Zitat Sun L, Peng C, Hu J, Hou Y (2018) Application of type 3 wind turbines for system restoration. IEEE Trans Power Syst 33(3):3040–3051CrossRef Sun L, Peng C, Hu J, Hou Y (2018) Application of type 3 wind turbines for system restoration. IEEE Trans Power Syst 33(3):3040–3051CrossRef
15.
Zurück zum Zitat Guest E, Jensen KH, Rasmussen TW (2018) Sequence domain harmonic modeling of type-IV wind turbines. IEEE Trans Power Electron 33(6):4934–4943 Guest E, Jensen KH, Rasmussen TW (2018) Sequence domain harmonic modeling of type-IV wind turbines. IEEE Trans Power Electron 33(6):4934–4943
16.
Zurück zum Zitat Hu J, Sun L, Yuan X, Wang S, Chi Y (2017) Modeling of type 3 wind turbines with df/dt ınertia control for system frequency response study. IEEE Trans Power Syst 32(4):2799–2809 Hu J, Sun L, Yuan X, Wang S, Chi Y (2017) Modeling of type 3 wind turbines with df/dt ınertia control for system frequency response study. IEEE Trans Power Syst 32(4):2799–2809
17.
Zurück zum Zitat Ganthia BP, Barik SK, Nayak B, Wind turbines in energy conversion system. Types Tech Ganthia BP, Barik SK, Nayak B, Wind turbines in energy conversion system. Types Tech
18.
Zurück zum Zitat Ko H-S, Yoon G-G, Kyung N-H, Hong W-P (2008) Modeling and control of DFIG-based variable-speed wind-turbine. Electr Power Syst Res 78(11):1841–1849 Ko H-S, Yoon G-G, Kyung N-H, Hong W-P (2008) Modeling and control of DFIG-based variable-speed wind-turbine. Electr Power Syst Res 78(11):1841–1849
19.
Zurück zum Zitat Ganthia BP, Agarwal V, Rout K, Pardhe MK (2017) Optimal control study in DFIG based wind energy conversion system using PI & GA. In: International conference on power and embedded drive control (ICPEDC), pp 343–347 Ganthia BP, Agarwal V, Rout K, Pardhe MK (2017) Optimal control study in DFIG based wind energy conversion system using PI & GA. In: International conference on power and embedded drive control (ICPEDC), pp 343–347
20.
Zurück zum Zitat Ganthia BP, Rana PK, Patra T, Pradhan R, Sahu R (2018) Design and analysis of gravitational search algorithm based TCSC controller in power system. Mater Today: Proc 5(1):841–847 Ganthia BP, Rana PK, Patra T, Pradhan R, Sahu R (2018) Design and analysis of gravitational search algorithm based TCSC controller in power system. Mater Today: Proc 5(1):841–847
21.
Zurück zum Zitat Moghadasi A, Sarwat A, Guerrero JM, A comprehensive review of low-voltage ride through a methods for a fixed speed wind power generators. Renew Sustain Energy Rev Moghadasi A, Sarwat A, Guerrero JM, A comprehensive review of low-voltage ride through a methods for a fixed speed wind power generators. Renew Sustain Energy Rev
22.
Zurück zum Zitat Siraj K, Siraj H, Nasir M (2014) Modeling and control of a doubly fed induction generator for grid integrated wind turbine. In: Power electronics and motion control conference and exposition (PEMC) Siraj K, Siraj H, Nasir M (2014) Modeling and control of a doubly fed induction generator for grid integrated wind turbine. In: Power electronics and motion control conference and exposition (PEMC)
23.
Zurück zum Zitat Kim H-W, Kim S-S, Ko H-S (2010) Modeling and control of PMSG-based variable-speed wind turbine. Electr Power Syst Res 80(1):46–52CrossRef Kim H-W, Kim S-S, Ko H-S (2010) Modeling and control of PMSG-based variable-speed wind turbine. Electr Power Syst Res 80(1):46–52CrossRef
24.
Zurück zum Zitat Qiao W, Zhou W, Aller JM, Harley RG (2008) Wind speed estimation based sensorless output maximization control for a wind turbine driving a DFIG. IEEE Trans Power Electron 23(3):1156–1169 Qiao W, Zhou W, Aller JM, Harley RG (2008) Wind speed estimation based sensorless output maximization control for a wind turbine driving a DFIG. IEEE Trans Power Electron 23(3):1156–1169
25.
Zurück zum Zitat Ganthia BP, Mohanty M, Maherchandani JK (2022) Power analysis using various types of wind turbines. In: Fekik A, Benamrouche N (eds) Modeling and control of static converters for hybrid storage systems. IGI Global, Hershey, pp 271–286 Ganthia BP, Mohanty M, Maherchandani JK (2022) Power analysis using various types of wind turbines. In: Fekik A, Benamrouche N (eds) Modeling and control of static converters for hybrid storage systems. IGI Global, Hershey, pp 271–286
26.
Zurück zum Zitat Ganthia BP, Barik SK, Nayak B (2022) Comparative analysis of various types of control techniques for wind energy conversion system. In: Fekik A, Benamrouche N (eds) Modeling and control of static converters for hybrid storage systems. IGI Global, Hershey, pp 143–174 Ganthia BP, Barik SK, Nayak B (2022) Comparative analysis of various types of control techniques for wind energy conversion system. In: Fekik A, Benamrouche N (eds) Modeling and control of static converters for hybrid storage systems. IGI Global, Hershey, pp 143–174
27.
Zurück zum Zitat Ghennam T, Berkouk EM, Francois B (2009) Modeling and control of a doubly fed ınduction generator (DFIG) based wind conversion system Ghennam T, Berkouk EM, Francois B (2009) Modeling and control of a doubly fed ınduction generator (DFIG) based wind conversion system
28.
Zurück zum Zitat Ganthia B, Sahu S, Biswal S, Abhisekh A, Kumar Barik S (2019) Genetic algorithm based direct torque control of VSI fed ınduction motor drive using MATLAB simulation. Int J Adv Trends Comput Sci Eng 8(5):2359–2369 Ganthia B, Sahu S, Biswal S, Abhisekh A, Kumar Barik S (2019) Genetic algorithm based direct torque control of VSI fed ınduction motor drive using MATLAB simulation. Int J Adv Trends Comput Sci Eng 8(5):2359–2369
29.
Zurück zum Zitat Ganthia BP (2020) Application of hybrid facts devices in DFIG based wind energy system for LVRT capability enhancements. J Mech Cont Math Sci 15(6):245–256 Ganthia BP (2020) Application of hybrid facts devices in DFIG based wind energy system for LVRT capability enhancements. J Mech Cont Math Sci 15(6):245–256
30.
Zurück zum Zitat Ganthia BP (2020) Application of hybrid facts devices in DFIG based wind energy system for LVRT capability enhancements. J Mech Cont Math Sci 15(6):139–157 Ganthia BP (2020) Application of hybrid facts devices in DFIG based wind energy system for LVRT capability enhancements. J Mech Cont Math Sci 15(6):139–157
31.
Zurück zum Zitat Prasad GB, Krishna R (2016) Deregulated power system based study of AGC using PID and fuzzy logic controller. Int J Adv Res 4:847–855 Prasad GB, Krishna R (2016) Deregulated power system based study of AGC using PID and fuzzy logic controller. Int J Adv Res 4:847–855
32.
Zurück zum Zitat Ganthia BP, Aabhisikta A, Pradhan D, Pradhan A (2018) A variable structured TCSC controller for power system stability enhancement. Mater Today: Proc 5(1, Part 1):665–672. ISSN 2214-7853 Ganthia BP, Aabhisikta A, Pradhan D, Pradhan A (2018) A variable structured TCSC controller for power system stability enhancement. Mater Today: Proc 5(1, Part 1):665–672. ISSN 2214-7853
33.
Zurück zum Zitat Ganthia BP, Pritam A, Rout K, Singhsamant S, Nayak J (2018) Study of AGC in two-area hydro-thermal power system. In: Garg A, Bhoi A, Sanjeevikumar P, Kamani K (eds) Advances in power systems and energy management. Lecture Notes in Electrical Engineering, vol 436. Springer, Singapore Ganthia BP, Pritam A, Rout K, Singhsamant S, Nayak J (2018) Study of AGC in two-area hydro-thermal power system. In: Garg A, Bhoi A, Sanjeevikumar P, Kamani K (eds) Advances in power systems and energy management. Lecture Notes in Electrical Engineering, vol 436. Springer, Singapore
34.
Zurück zum Zitat Ganthia BP, Pradhan R, Sahu R, Pati AK (2021) Artificial ant colony optimized direct torque control of mathematically modeled ınduction motor drive using PI and sliding mode controller. In: Kumar J, Jena P (eds) Recent advances in power electronics and drives. Lecture Notes in Electrical Engineering, vol 707. Springer, Singapore Ganthia BP, Pradhan R, Sahu R, Pati AK (2021) Artificial ant colony optimized direct torque control of mathematically modeled ınduction motor drive using PI and sliding mode controller. In: Kumar J, Jena P (eds) Recent advances in power electronics and drives. Lecture Notes in Electrical Engineering, vol 707. Springer, Singapore
35.
Zurück zum Zitat Ganthia BP, Mohanty S, Rana PK, Sahu PK (2016) Compensation of voltage sag using DVR with PI controller. In: International conference on electrical, electronics, and optimization techniques (ICEEOT), pp 2138–2142 Ganthia BP, Mohanty S, Rana PK, Sahu PK (2016) Compensation of voltage sag using DVR with PI controller. In: International conference on electrical, electronics, and optimization techniques (ICEEOT), pp 2138–2142
36.
Zurück zum Zitat Ganthia BP, Barik SK, Nayak B, Low voltage ride through capability enhancement using series connected fact devices in wind energy conversion system. J Eng Sci Technol (JESTEC) Ganthia BP, Barik SK, Nayak B, Low voltage ride through capability enhancement using series connected fact devices in wind energy conversion system. J Eng Sci Technol (JESTEC)
37.
Zurück zum Zitat Jin K-M, Thinh QN, Kim E-H (2012) DVR control of DFIG for compensating fault ride-through based on stationary and synchronous reference frame. In: Proceedings of The 7th ınternational power electronics and motion control conference, Harbin, pp 3004–3009 Jin K-M, Thinh QN, Kim E-H (2012) DVR control of DFIG for compensating fault ride-through based on stationary and synchronous reference frame. In: Proceedings of The 7th ınternational power electronics and motion control conference, Harbin, pp 3004–3009
38.
Zurück zum Zitat Pires VF, Marques GD, Sousa D (2011) Phase-locked loop topology based on a synchronous reference frame and sliding mode approach for DVR applications. In: IEEE EUROCON—international conference on computer as a tool, Lisbon, 2011, pp 1–4 Pires VF, Marques GD, Sousa D (2011) Phase-locked loop topology based on a synchronous reference frame and sliding mode approach for DVR applications. In: IEEE EUROCON—international conference on computer as a tool, Lisbon, 2011, pp 1–4
39.
Zurück zum Zitat Satpathy SR, Pradhan S, Pradhan R, Sahu R, Biswal AP, Ganthia BP (2021) Direct torque control of mathematically modeled ınduction motor drive using PI-type-I fuzzy logic controller and sliding mode controller. In: Udgata SK, Sethi S, Srirama SN (eds) Intelligent systems. Lecture Notes in Networks and Systems, vol 185 Satpathy SR, Pradhan S, Pradhan R, Sahu R, Biswal AP, Ganthia BP (2021) Direct torque control of mathematically modeled ınduction motor drive using PI-type-I fuzzy logic controller and sliding mode controller. In: Udgata SK, Sethi S, Srirama SN (eds) Intelligent systems. Lecture Notes in Networks and Systems, vol 185
40.
Zurück zum Zitat Pragati A, Ganthia BP, Panigrahi BP (2021) Genetic algorithm optimized direct torque control of mathematically modeled induction motor drive using PI and sliding mode controller. In: Kumar J, Jena P (eds) Recent advances in power electronics and drives. Lecture Notes in Electrical Engineering, vol 707. Springer, Singapore Pragati A, Ganthia BP, Panigrahi BP (2021) Genetic algorithm optimized direct torque control of mathematically modeled induction motor drive using PI and sliding mode controller. In: Kumar J, Jena P (eds) Recent advances in power electronics and drives. Lecture Notes in Electrical Engineering, vol 707. Springer, Singapore
41.
Zurück zum Zitat Ganthia BP, Pritam A, Rout K, Singhsamant S, Nayak J (2018) Study of AGC in two-area hydro-thermal power system. In: Garg A, Bhoi A, Sanjeevikumar P, Kamani K (eds) Advances in power systems and energy management. Lecture Notes in Electrical Engineering, vol 436 Ganthia BP, Pritam A, Rout K, Singhsamant S, Nayak J (2018) Study of AGC in two-area hydro-thermal power system. In: Garg A, Bhoi A, Sanjeevikumar P, Kamani K (eds) Advances in power systems and energy management. Lecture Notes in Electrical Engineering, vol 436
Metadaten
Titel
Comparative Analysis of Fuzzy Logic and Synchronous Reference Frame Controlled LVRT Capability Enhancement in Wind Energy System Using DVR and STATCOM
verfasst von
Subash Ranjan Kabat
Chinmoy Kumar Panigrahi
Bibhu Prasad Ganthia
Copyright-Jahr
2022
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-16-9033-4_32