Power Quality Improvement in Rural Grid Using Adaptive Control Algorithm to Enhance Wind Energy Penetration Levels

被引:16
作者
Chawda, Gajendra Singh [1 ]
Shaik, Abdul Gafoor [1 ]
机构
[1] IIT Jodhpur, Dept Elect Engn, Jodhpur 342037, India
关键词
Reactive power; Wind speed; Voltage control; Wind energy; Power harmonic filters; Harmonic analysis; Standards; Adaptive least mean fourth; distribution static compensator (DSTATCOM); PQ; rural; weak grid; short circuit ratio; WE source; X; R ratios; VOLTAGE STABILITY; STATCOM; FARM; ELECTRONICS; INTEGRATION;
D O I
10.1109/TSG.2022.3215841
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The intermittency associated with Wind Energy causes Power Quality (PQ) disturbances, which in turn can limit the penetration levels. These penetration levels are further restricted due to the non-linear (NL) loads and the weakness of the grid (especially in the rural grid). This paper proposes a methodology to enhance wind power penetration levels into the rural grid by mitigating PQ disturbances using a DSTATCOM controlled by Adaptive Least Mean Fourth (ALMF) control. The proposed algorithm computes the active and reactive load current components with the help of updated weights by continuously adapting the changes in grid voltages, wind speed and DC-link voltage to generate reference currents, which are used to generate switching signals for the DSTATCOM. Various case studies establish the effectiveness of the proposed algorithm in MATLAB simulation and experimentally to enhance the wind energy penetration level up to 25% into the rural grid with a short circuit ratio as low as 2.74 in the presence of NL loads.
引用
收藏
页码:2075 / 2084
页数:10
相关论文
共 24 条
[1]   Implementation of LLMF Control Algorithm for Three-Phase Grid-Tied SPV-DSTATCOM System [J].
Agarwal, Rahul Kumar ;
Hussain, Ikhlaq ;
Singh, Bhim .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 64 (09) :7414-7424
[2]   Future on Power Electronics for Wind Turbine Systems [J].
Blaabjerg, Frede ;
Ma, Ke .
IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2013, 1 (03) :139-152
[3]   Enhancement of Wind Energy Penetration Levels in Rural Grid Using ADALINE-LMS Controlled Distribution Static Compensator [J].
Chawda, Gajendra Singh ;
Shaik, Abdul Gafoor .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2022, 13 (01) :135-145
[4]   Comprehensive Review of Distributed FACTS Control Algorithms for Power Quality Enhancement in Utility Grid With Renewable Energy Penetration [J].
Chawda, Gajendra Singh ;
Shaik, Abdul Gafoor ;
Mahela, Om Prakash ;
Padmanaban, Sanjeevikumar ;
Holm-Nielsen, Jens Bo .
IEEE ACCESS, 2020, 8 :107614-107634
[5]   A Review of the State of the Art of Power Electronics for Wind Turbines [J].
Chen, Zhe ;
Guerrero, Josep M. ;
Blaabjerg, Frede .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2009, 24 (08) :1859-1875
[6]   Frequency Adaptive Multistage Harmonic Oscillator for Renewable-Based Microgrid Under Nonideal Grid Conditions [J].
Chishti, Farheen ;
Murshid, Shadab ;
Singh, Bhim .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (01) :358-369
[7]   Adaptive system identification using robust LMS/F algorithm [J].
Gui, Guan ;
Peng, Wei ;
Adachi, Fumiyuki .
INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2014, 27 (11) :2956-2963
[8]   Definition and Classification of Power System Stability - Revisited & Extended [J].
Hatziargyriou, Nikos ;
Milanovic, Jovica ;
Rahmann, Claudia ;
Ajjarapu, Venkataramana ;
Canizares, Claudio ;
Erlich, Istvan ;
Hill, David ;
Hiskens, Ian ;
Kamwa, Innocent ;
Pal, Bikash ;
Pourbeik, Pouyan ;
Sanchez-Gasca, Juan ;
Stankovic, Aleksandar ;
Van Cutsem, Thierry ;
Vittal, Vijay ;
Vournas, Costas .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2021, 36 (04) :3271-3281
[9]  
Haykin S. S., 2014, Adaptive Filter Theory, V5th
[10]   Investigation of the Impacts of Large-Scale Wind Power Penetration on the Angle and Voltage Stability of Power Systems [J].
Hossain, M. J. ;
Pota, Hemanshu R. ;
Mahmud, Md. Apel ;
Ramos, Rodrigo A. .
IEEE SYSTEMS JOURNAL, 2012, 6 (01) :76-84