Comparative Analysis of LMS-Based Control Algorithms for Grid Integrated PV System

被引:3
作者
Choudhury, Satish [1 ]
Dash, Byomakesh [1 ]
Subudhi, Bidyadhar [2 ]
Sharma, Renu [1 ]
机构
[1] Deemed Univ, SOA Univ, ITER, Bhubaneswar 751030, Odisha, India
[2] Indian Inst Technol Goa, Sch Elect Sci, Veling, Goa, India
来源
INNOVATION IN ELECTRICAL POWER ENGINEERING, COMMUNICATION, AND COMPUTING TECHNOLOGY, IEPCCT 2019 | 2020年 / 630卷
关键词
Photovoltaic; Total harmonic distortion; LMS; SELMS; SDLMS; SSLMS;
D O I
10.1007/978-981-15-2305-2_46
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In the power sharing scenario, maintaining power quality at its standard value is a challenging task. Insertion of various types of nonlinear load in the LT line not only deteriorate the quality of power flow but also unwanted harmonics are injected to the system. To maintain stability in the utility system adhering to quality of power flow, different least mean square (LMS) based adaptive control schemes are adopted. Comparative analysis between those LMS-based control algorithms is cited in this paper following steady and dynamic state analysis. In this paper, comparative dynamic analysis between LMS, sign error-LMS (SELMS), sign-data LMS (SDLMS) and sign-sign LMS (SSLMS) is made to evaluate the performance of the said algorithms.
引用
收藏
页码:571 / 581
页数:11
相关论文
共 14 条
[1]  
Akagi H., 2017, Instantaneous power theory and applications to power conditioning, V62
[2]  
[Anonymous], 2018, 15472018 IEEE, DOI DOI 10.1109/IEEESTD.2018.8332112
[3]   Grid interfaced solar photovoltaic system using ZA-LMS based control algorithm [J].
Badoni, Manoj ;
Singh, Alka ;
Singh, Vijay P. ;
Tripathi, Ravi Nath .
ELECTRIC POWER SYSTEMS RESEARCH, 2018, 160 :261-272
[4]   Adaptive Neurofuzzy Inference System Least-Mean-Square-Based Control Algorithm for DSTATCOM [J].
Badoni, Manoj ;
Singh, Alka ;
Singh, Bhim .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2016, 12 (02) :483-492
[5]   Hybrid VSS-LMS-LMF based adaptive control of SPV-DSTATCOM system under distorted grid conditions [J].
Beniwal, Neha ;
Hussain, Ikhlaq ;
Singh, Bhim .
IET RENEWABLE POWER GENERATION, 2018, 12 (03) :311-322
[6]   Transient Performance Analysis of Zero-Attracting LMS [J].
Chen, Jie ;
Richard, Cedric ;
Song, Yingying ;
Brie, David .
IEEE SIGNAL PROCESSING LETTERS, 2016, 23 (12) :1786-1790
[7]   Fast and accurate measurement of harmonic parameters employing hybrid adaptive linear neural network and filtered-x least mean square algorithm [J].
Garanayak, Priyabrat ;
Panda, Gayadhar .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2016, 10 (02) :421-436
[8]  
Hayes M. H., 2009, Statistical digital signal processing and modeling
[9]  
Mohan N., 2003, Power electronics: converters, applications, and design
[10]  
Rout A., 2014, P 2014 ANN IEEE INDI, P1