An adaptive Zhang neural network controller for frequency control of renewable energy integrated system

QR Code

An adaptive Zhang neural network controller for frequency control of renewable energy integrated system

This paper proposes a Zhang neural network (ZNN) designed self-adaptive proportional-integral-derivative (PID) controller for frequency control of renewable energy integrated systems. The network is formulated to minimize the error function that minimizes the area control error of the integrated sys...

Full description

Bibliographic Details
Main Authors:	Irudayaraj, Andrew Xavier Raj, Abdul Wahab, Noor Izzri, Veerasamy, Veerapandiyan, Othman, Mohammad Lutfi, Singh, Shailendra, Gooi, Hoay Beng
Format:	Conference or Workshop Item
Published:	IEEE 2022
Online Access:	http://psasir.upm.edu.my/id/eprint/37831/

Similar Items

Optimal frequency regulation in multi-microgrid systems using federated learning
by: Irudayaraj, Andrew Xavier Raj, et al.
Published: (2023)

Distributed leader-follower based adaptive consensus control for networked microgrids
by: Kandasamy, Jeevitha, et al.
Published: (2024)

Fuzzy-recurrent network based distributed frequency control of multi microgrid system
by: Kandasamy, Jeevitha, et al.
Published: (2023)

Design of single- and multi-loop self-adaptive PID controller using heuristic based recurrent neural network for ALFC of hybrid power system
by: Veerasamy, Veerapandiyan, et al.
Published: (2022)

Renewable sources-based automatic load frequency control of interconnected systems using chaotic atom search optimization
by: Irudayaraj, Andrew Xavier Raj, et al.
Published: (2022)

A Matignon’s theorem based stability analysis of hybrid power system for automatic load frequency control using atom search optimized FOPID controller
by: Raj Irudayaraj, Andrew Xavier, et al.
Published: (2020)

A Hankel matrix based reduced order model for stability analysis of hybrid power system using PSO-GSA optimized cascade PI-PD controller for automatic load frequency control
by: Veerasamy, Veerapandiyan, et al.
Published: (2020)

A hybrid grey wolf assisted-sparrow search algorithm for frequency control of RE integrated system
by: Fadheel, Bashar Abbas, et al.
Published: (2023)

Automatic load frequency control of a multi-area dynamic interconnected power system using a hybrid PSO-GSA-tuned PID controller
by: Veerasamy, Veerapandiyan, et al.
Published: (2019)

A hybrid sparrow search optimized fractional Virtual Inertia Control for frequency regulation of Multi-Microgrid system
by: Fadheel, Bashar Abbas, et al.
Published: (2024)

Recurrent neural network approach for stability analysis and special protection scheme of power systems with distributed generation
by: Veerapandiyan, Veerasamy
Published: (2021)

Optimal tuning of virtual inertia control for frequency regulation of microgrid
by: Fadheel, Bashar Abbas, et al.
Published: (2024)

Modified multimachine power system design with DFIG-WECS and damping controller
by: Sabo, Aliyu, et al.
Published: (2024)

Pattern recognition for magnetic resonance knee imaging using convolutional neural network / Zhang Xinyu
by: Zhang, Xinyu
Published: (2018)

A novel RK4-Hopfield neural network for power flow analysis of power system
by: Veerasamy, Veerapandiyan, et al.
Published: (2020)

Zhang Zhan’s thought on Xujing in the commentary of Liezi
by: Na, Zhang, et al.
Published: (2024)

High impedance fault detection in medium voltage distribution network using discrete wavelet transform and adaptive neuro-fuzzy inference system
by: Veerasamy, Veerapandiyan, et al.
Published: (2018)

A longitudinal study of the use of high frequency nouns among Malaysian secondary school students / Zhang Xinxin
by: Zhang, Xinxin
Published: (2017)

Adaptive Neural Control for Safe Human-Robot Interaction
by: Rahimi Nohooji, Hamed
Published: (2017)

Neural adaptive assist-as-needed control for rehabilitation robots
by: Rahimi, H., et al.
Published: (2016)

Smart monitoring and controlling of frequency deviation by using MATLAB GUI and ARDUINO DAQ card
by: Tariq, Waqar, et al.
Published: (2018)

Adaptive power flow control for reducing peak demand and maximizing renewable energy usage
by: Pholboon, Seksak, et al.
Published: (2017)

The perception of Arabic-accented English vowels / Zhang Fan.
by: Fan, Zhang
Published: (2010)

Environmental Economic Evaluation of Landfills in Malaysia / Zhang Chen
by: Zhang, Chen
Published: (2012)

Female characters in the fiction of Zhang Ailing and Li Bihua
by: Tan, Ming Swee
Published: (2014)

Fiksyen Zhang Gui Xing dari perspektif Bildungsroman
by: Chua, Geok Kwee
Published: (2020)

Reduction of frequency fluctuation for wind farm connected power systems by an adaptive artificial neural network controlled energy capacitor system
by: Muyeen, S.M., et al.
Published: (2012)

Load frequency control using adaptive and fuzzy based controller for hybrid micro-grid system
by: Mahdi, Mazin Mustafa
Published: (2018)

Solar, wind and their hybridization integration for multi-machine power system oscillation controllers optimization: a review
by: Sabo, Aliyu, et al.
Published: (2022)

Experimental investigations on the influence of flux control loop in a direct torque control drive
by: Bhoopendrasingh, et al.
Published: (2012)

Adaptive Teleoperation System with Neural Network-Based Multiple Model Control
by: Vu, Trieu Minh, et al.
Published: (2010)

Variable Structure Adaptive Fuzzy And Neural Network Controllers For Facts Devices
by: V., Stella
Published: (2005)

Neural network based adaptive PID controller of nonlinear heat exchanger
by: Abdullah, Zalizawati, et al.
Published: (2019)

Implementation of hybrid optimized battery controller and advanced power management control strategy in a renewable energy integrated DC microgrid
by: Al Sumarmad, Khaizaran, et al.
Published: (2023)

LSTM recurrent neural network classifier for high impedance fault detection in solar PV integrated power system
by: Veerasamy, Veerapandiyan, et al.
Published: (2021)

Bumps, breathers, and waves in a neural network with spike frequency adaptation
by: Coombes, Stephen, et al.
Published: (2005)

China’s corporate tax management and its economic consequences / Zhang Chen
by: Zhang , Chen
Published: (2017)

Blood cells classification using embedded machine learning / Zhang Zimu
by: Zhang, Zimu
Published: (2021)

Neural network adaptive control design for robot manipulators under velocity constraints
by: Rahimi Nohooji, Hamed, et al.
Published: (2017)

Application of LVQ neural network in real–time adaptive traffic signal control
by: Priyono, Agus, et al.
Published: (2005)