NDLI: Adaptive LMBP training-based icosϕ control technique for DSTATCOM

Content Provider	IET Digital Library
Author	Mangaraj, Mrutyunjaya Panda, Anup Kumar Penthia, Trilochan Dash, Asish Ranjan
Abstract	In this study, the design and implementation of a new hybrid soft computing control technique called Levenberg–Marquardt backpropagation (LMBP)-based icosϕ is proposed. Two different compensation techniques are evaluated for the performance analysis of three-phase three-wire (3P3W) voltage source converter (VSC)-based DSTATCOM. The first one is the conventional icosϕ control technique whereas the other one is called the LMBP-based icosϕ control technique. The better power quality of the system is obtained using the proposed control algorithm by maintaining a less voltage across the capacitor as compared to the conventional one. So, the reduction in the size of the DSTATCOM is realised by the LMBP-based control algorithm. Furthermore, the performance parameters such as load balancing, harmonics elimination, power factor improvement, and voltage regulation are evaluated under both balanced and unbalanced loading conditions as per the IEEE guidelines. The effectiveness of the proposed controller is studied in the MATLAB/Simulink environment and also validated with a low power rated prototype experimental results.
Starting Page	516
Ending Page	524
Page Count	9
ISSN	17518687
Volume Number	14
e-ISSN	17518695
Issue Number	Issue 3, Feb (2020)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-gtd/14/3
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2018.6295
Journal	IET Generation, Transmission & Distribution
Publisher Date	2019-12-19
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	3P3W Voltage Source Converter Active Filter Adaptive LMBP Training-based Control Technique Backpropagation Control of Electric Power System Current Control Different Compensation Technique Electric Current Control Harmonics Harmonics Elimination Hybrid Soft Computing Control Technique IEEE GuideLine Levenberg–Marquardt Backpropagation LMBP-based Control Algorithm Load Balancing MATLAB Neurocontrol Neurocontrollers Other Power Apparatus And Electric Machine Power Converter Power Factor Power Factor Improvement Power Harmonic Filter Power Quality Power Supplies to Apparatus Power Supply Quality Power System Control Power System Harmonics Simulink Environment Static VAr Compensators Three-phase Three-wire Voltage Source Converter Unbalanced Loading Condition Voltage Control Voltage Regulation Voltage Regulators Voltage-source Converter
Content Type	Text
Resource Type	Article
Subject	Control and Systems Engineering Energy Engineering and Power Technology Electrical and Electronic Engineering

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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