NDLI: Synthetic jet actuator based adaptive neural network control of nonlinear fixed pitch wind turbine blades

Content Provider	IEEE Xplore Digital Library
Author	Deb, D. Sonowal, S.
Copyright Year	2013
Description	Author affiliation: Sch. of Electr. Eng. & Comput. Sci., Seoul Nat. Univ., Seoul, South Korea (Sonowal, S.)
Abstract	This paper presents a neural network-based adaptive compensation scheme to cancel the effect of uncertain, highly complex and dynamic synthetic jet actuator nonlinearities. Approximation of a nonlinearly parameterized model of synthetic jet actuator characteristics by a linearly parameterized function is performed using neural network approximators. The nonlinearity function is approximated over a range of rotor rotational speed of a wind turbine blade. An adaptive inverse is employed for cancelling the effect of actuator nonlinearities, which is accomplished by use if another neural network. Adaptive update laws are also employed for estimation of blade physical dimensional parameters. A state feedback control law is designed to control the nonlinear wind turbine dynamics in presence of signal dependent actuator nonlinearities.
Starting Page	152
Ending Page	157
File Size	268135
Page Count	6
File Format	PDF
ISBN	9781479915590
ISSN	10851992
DOI	10.1109/CCA.2013.6662759
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-08-28
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Actuators Wind turbines Approximation methods Blades Adaptive systems Neural networks Rotors synthetic jet actuators Actuator nonlinearity adaptive compensation wind turbine control neural networks
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
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
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Neural network adaptive control for constant output power of variable pitch wind turbine

An adaptive inverse compensation scheme for signal-dependent actuator nonlinearities

Adaptive control of a variable-speed variable-pitch wind turbine using RBF neural network

Speed regulated operation for tidal turbines with fixed pitch rotors

Pitch angle control of variable pitch wind turbines based on neural network PID

Model reference adaptive fault-tolerant control with application to wind turbines

Pitch control design for optimum energy capture in variable-speed wind turbines

A robust wind turbine control using a Neural Network based wind speed estimator

Adaptive spline function based compensation of synthetic jet actuators for aircraft flight control

Synthetic jet actuator based adaptive neural network control of nonlinear fixed pitch wind turbine blades

Similar Documents

Neural network adaptive control for constant output power of variable pitch wind turbine

An adaptive inverse compensation scheme for signal-dependent actuator nonlinearities

Adaptive control of a variable-speed variable-pitch wind turbine using RBF neural network

Speed regulated operation for tidal turbines with fixed pitch rotors

Pitch angle control of variable pitch wind turbines based on neural network PID

Model reference adaptive fault-tolerant control with application to wind turbines

Pitch control design for optimum energy capture in variable-speed wind turbines

A robust wind turbine control using a Neural Network based wind speed estimator

Adaptive spline function based compensation of synthetic jet actuators for aircraft flight control

Synthetic jet actuator based adaptive neural network control of nonlinear fixed pitch wind turbine blades