Neural network based maximum power point tracking control with quadratic boost converter for PMSG—wind energy conversion system

QR Code

Neural network based maximum power point tracking control with quadratic boost converter for PMSG—wind energy conversion system

This paper proposes an artificial neural network (ANN) based maximum power point tracking (MPPT) control strategy for wind energy conversion system (WECS) implemented with a DC/DC converter. The proposed topology utilizes a radial basis function network (RBFN) based neural network control strategy t...

Full description

Bibliographic Details
Main Authors:	Tiwari, Ramji, Krishnamurthy, Kumar, Neelakandan, Ramesh, Padmanaban, Sanjeevikumar, Wheeler, Patrick
Format:	Article
Published:	MDPI 2018
Online Access:	https://eprints.nottingham.ac.uk/50298/

Similar Items

An improved multistage switched inductor boost converter (improved M-SIBC) for renewable energy applications: a key to enhance conversion ratio
by: Bhaskar, Mahajan Sagar, et al.
Published: (2018)

A novel immense configurations of boost converter for renewable energy application
by: Maroti, Pandav Kiran, et al.
Published: (2018)

X-Y converter family: A new breed of buck boost converter for high step-up renewable energy applications
by: Mahajan, S.B., et al.
Published: (2016)

A comprehensive analysis and hardware implementation of control strategies for high output voltage DC-DC boost power converter
by: Padmanaban, Sanjeevikumar, et al.
Published: (2017)

A novel double quad-inverter configuration for multilevel twelve-phase open-winding converter
by: Padmanaban, Sanjeevikumar, et al.
Published: (2016)

A novel multilevel quad-inverter configuration for quasi six-phase open-winding converter
by: Padmanaban, Sanjeevikumar, et al.
Published: (2016)

Design and Analysis of High-Inductance PMSG for Wind System
by: Meiqin, M., et al.
Published: (2010)

Isolated/non-isolated quad-inverter configuration for multilevel symmetrical/asymmetrical dual six-phase star-winding converter
by: Padmanaban, Sanjeevikumar, et al.
Published: (2016)

Protovoltaic boost DC/DC converter with adaptive perturb and observe-fuzzy maximum power point tracking algorithm
by: Mohd Zainuri, Muhammad Ammirrul Atiqi
Published: (2013)

Control of wind energy conversion systems based on the Modular Multilevel Matrix converter
by: Diaz, Matias, et al.
Published: (2017)

Voltage stability control of wind farm using PMSG based variable speed wind turbine
by: Rosyadi, M., et al.
Published: (2012)

Development of adaptive perturb and observe-fuzzy control maximum power point tracking for photovoltaic boost dc-dc converter
by: Mohd Zainuri, Muhammad Ammirrul Atiqi, et al.
Published: (2014)

A photovoltaic-based SEPIC converter with dual-fuzzy maximum power point tracking for optimal buck and boost operations
by: Ramalu, Tanaselan, et al.
Published: (2016)

Modelling and control of the modular multilevel matrix converter and its application to wind energy conversion systems
by: Diaz, Matias, et al.
Published: (2016)

Coordinated power system frequency regulation by PMSG-based offshore wind farm
by: Jahan, E., et al.
Published: (2018)

New controller design for PMSG based wind generator with LCL-filter considered
by: Rosyadi, M., et al.
Published: (2012)

Modelling Of Sensorless MPPT Controller For Variables Speed PMSG Wind Turbine Stand-Alone System
by: Tiang, Tow Leong
Published: (2012)

New inverting modified CUK converter configurations with switched inductor (MCCSI) for high-voltage/low-current renewable applications
by: Maroti, Pandav Kiran, et al.
Published: (2018)

A new voltage doubler based DC-DC 2LCm-Y power converter topologies for high-voltage/low- current renewable energy applications
by: Bhaskar, Mahajan Sagar, et al.
Published: (2018)

Proposed novel multiphase-multilevel inverter configuration for open-end winding loads
by: Padmanaban, Sanjeevikumar, et al.
Published: (2016)

A family of DC-DC converters deduced from impedance source DC-DC converters for high step-up conversion
by: Liu, Hongchen, et al.
Published: (2016)

Energy storage system for global maximum power point tracking on central inverter PV plants
by: Muller, Nicolas, et al.
Published: (2016)

Control of the modular multilevel matrix converter for wind energy conversion systems
by: Diaz, Matias
Published: (2017)

Maximum Power Point Tracking Using Llc Resonant Converter For Pv Power Systems
by: Tan, Adrian Soon Theam
Published: (2016)

Voltage tracking of DC-DC boost converter using gaussian fuzzy logic controller
by: Jamali, Siti Hasmah
Published: (2012)

The application of the modular multilevel matrix converter in high-power wind turbines
by: Diaz, Matias, et al.
Published: (2016)

Parameter analysis of thermoelectric generator/dc-dc converter system with maximum power point tracking
by: Twaha, Ssennoga, et al.
Published: (2017)

Fuzzy logic-based hill climbing technique for photovoltaic maximum power point tracking converter
by: Taghvaee, Mohammad Hossein
Published: (2013)

Photovoltaic cell modeling for maximum power point tracking using MATLAB/Simulink to improve the conversion efficiency
by: Das, Narottam, et al.
Published: (2013)

An application of Pontryagin's maximum principle in a linear quadratic differential game.
by: Khakestari, Marzieh, et al.
Published: (2011)

A neuro-adaptive maximum power tracking control of variable speed wind turbines with actuator faults
by: Habibi, H., et al.
Published: (2018)

Power improvement of wind turbine based on maximum power point tracking (MPPT) controller / Zulina Zulkifeli
by: Zulina, Zulkifeli
Published: (2018)

Resonant control system for low-voltage ride-through in wind energy conversion systems
by: Cardenas, Roberto, et al.
Published: (2016)

Voltage tracking of a DC-DC buck-boost converter using gaussian fuzzy logic control
by: Omar, Gadaffi
Published: (2012)

Transistor clamped five level inverter using non-inverting double reference single carrier PWM technique for photovoltaic applications
by: Bhaskar, M.S., et al.
Published: (2016)

A multi-level converter with a floating bridge for open-ended winding motor drive applications
by: Chowdhury, Shajjad, et al.
Published: (2016)

Multitarget detection and tracking in dynamic quadratic clutter
by: Mahler, Ronald
Published: (2014)

Performance benchmark of Si IGBTs vs. SiC MOSFETs in small-scale wind energy conversion systems
by: Hussein, Abdallah, et al.
Published: (2016)

Bidirectional positive buck-boost converter
by: Boora, A., et al.
Published: (2008)

Boost converter with power factor correction
by: Kamarudin, Kamry
Published: (2012)