Using Spiral Dynamic Algorithm for Maximizing Power Production of Wind Farm

QR Code

Using Spiral Dynamic Algorithm for Maximizing Power Production of Wind Farm

This paper presents a preliminary study of a model-free approach based on spiral dynamic algorithm (SDA) for maximizing wind farms power production. The SDA based approach is utilized to ﬁnd the optimal control parameter of each turbine to maximize the total power production of a wind farm. For simp...

Full description

Bibliographic Details
Main Authors:	Mok, Ren Hao, Raja Mohd Taufika, Raja Ismail, Mohd Ashraf, Ahmad
Format:	Conference or Workshop Item
Language:	English
Published:	IEEE 2017
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/17633/ http://umpir.ump.edu.my/id/eprint/17633/1/ICASI2017.pdf

Similar Items

Using adaptive safe experimentation dynamics algorithm for maximizing wind farm power production
by: Mohd Ashraf, Ahmad, et al.
Published: (2022)

Power production optimization of model-free wind farm using simulated annealing algorithm
by: Mok, Ren Hao, et al.
Published: (2022)

Using adaptive safe experimentation dynamics algorithm for maximizing wind farm power
by: Mohd Ashraf, Ahmad, et al.
Published: (2022)

Model-free wind farm control based on random search
by: Mohd Ashraf, Ahmad, et al.
Published: (2017)

Performance evaluation of random search based methods on model-free wind farm control
by: Mok Ren, Hao, et al.
Published: (2018)

Performance evaluation of random search based methods on model-free wind farm control
by: Hao, Mok Ren, et al.
Published: (2018)

Exponential-Based Spiral Dynamic Algorithm for Modelling of a Flexible Manipulator System
by: Ahmad Nor Kasruddin, Nasir, et al.
Published: (2015)

Model-free wind farm power production optimization using multi-resolution optimized relative step size random search
by: Mok, Ren Hao
Published: (2019)

Novel Adaptive Spiral Dynamics Algorithms for Global Optimization
by: Ahmad Nor Kasruddin, Nasir, et al.
Published: (2012)

A Novel Adaptive Spiral Dynamic Algorithm for Global Optimization
by: Ahmad Nor Kasruddin, Nasir, et al.
Published: (2013)

Power production optimization of model-free wind farm using smoothed functional algorithm
by: R., Mok, et al.
Published: (2022)

Adaptive Spiral Dynamics Metaheuristic Algorithm for Global Optimisation with Application to Modelling of a Flexible System
by: Ahmad Nor Kasruddin, Nasir, et al.
Published: (2016)

Hybrid sine-spiral dynamic algorithm for dynamic modelling of a flexible manipulator
by: Nurul Amira, Mhd Rizal, et al.
Published: (2019)

A data driven approach to wind plant control using moth-flame optimization (MFO) algorithm
by: Idris, M. A. M, et al.
Published: (2019)

A salp swarm algorithm to improve power production of wind plant
by: Ahmad Zairi, Mohd Zain, et al.
Published: (2019)

Wind Farm Reactive Power Optimization by Using Imperialist Competitive Algorithm
by: Soheilirad, M., et al.
Published: (2013)

An Improved Spiral Dynamic Optimization Algorithm with Engineering Application
by: Ahmad Nor Kasruddin, Nasir, et al.
Published: (2015)

Novel Hybrid Bacterial Foraging and Spiral Dynamics Algorithms
by: Ahmad Nor Kasruddin, Nasir, et al.
Published: (2013)

MOSDA: A proposal for multiple objective spiral dynamics algorithm
by: A. R.A., Azwan, et al.
Published: (2018)

A Novel Hybrid Spiral Dynamics Bacterial Chemotaxis Algorithm for Global Optimization with Application to Controller Design
by: Ahmad Nor Kasruddin, Nasir, et al.
Published: (2012)

Smoothed functional algorithm with norm-limited update vector for identification of continuous-time fractional-order Hammerstein Models
by: Mok, Ren Hao, et al.
Published: (2024)

Fast and optimal tuning of fractional order PID controller for AVR system based on memorizable-smoothed functional algorithm
by: Ren Hao, Mok, et al.
Published: (2022)

Direct power control method of maximum power point tracking (MPPT) algorithm for Pico-Hydrokinetic River Energy Conversion System
by: Wan Ismail, Ibrahim, et al.
Published: (2020)

Performance evaluation of smoothed functional algorithm based methods for sigmoid-PID control optimization in MIMO twin-rotor systems
by: Mok, Ren Hao, et al.
Published: (2024)

A Novel Hybrid Spiral-Dynamics Bacterial-Foraging Algorithm for Global Optimization with Application to Control Design
by: Ahmad Nor Kasruddin, Nasir, et al.
Published: (2012)

A Data-Driven Sigmoid-based PI Controller for Buck-Converter Powered DC Motor
by: Mohd Ashraf, Ahmad, et al.
Published: (2017)

Multi-objective spiral dynamic algorithms-based for a better accuracy and diversity
by: Ahmad Azwan, Abdul Razak
Published: (2019)

Implementation of safe experimentation spiral dynamics algorithm for self-tuning of PID controller in elastic joint manipulator
by: Mohd Ashraf, Ahmad, et al.
Published: (2022)

Spiral sine-cosine algorithm for global optimization
by: Nurul Amira, Mhd Rizal, et al.
Published: (2019)

Opposition based Spiral Dynamic Algorithm with an Application to a PID Control of a Flexible Manipulator
by: Ahmad Azwan, Abdul Razak, et al.
Published: (2019)

Spiral-sooty tern optimization algorithm for dynamic modelling of a twin rotor system
by: Ahmad Nor Kasruddin, Nasir, et al.
Published: (2022)

A multi-objective Spiral Dynamic algorithm and its application for PD design
by: Ahmad Nor Kasruddin, Nasir, et al.
Published: (2017)

Adaptive Safe Experimentation Dynamics for Data- Driven Neuroendocrine-PID Control of MIMO Systems
by: Mohd Riduwan, Ghazali, et al.
Published: (2019)

A modified sine cosine algorithm for improving wind plant energy production
by: Mohd Helmi, Suid, et al.
Published: (2019)

Data-driven PID control for DC/DC buck-boost converter-inverter-DC motor based on safe experimentation dynamics
by: Mohd Riduwan, Ghazali, et al.
Published: (2019)

Interval type-2 fuzzy logic control optimize by spiral dynamic algorithm for two-wheeled wheelchair
by: Nurul Fadzlina, Jamin
Published: (2020)

Hybrid spiral-bacterial foraging algorithm for a fuzzy control design of a flexible manipulator
by: Ahmad Nor Kasruddin, Nasir, et al.
Published: (2021)

Data-driven neuroendocrine-pid tuning based on safe experimentation dynamics for control of TITO coupled tank system with stochastic input delay
by: Mohd Riduwan, Ghazali, et al.
Published: (2019)

Data-driven PID controller of wind turbine systems using safe experimentation dynamics algorithm
by: Islam, Muhammad Shafiqul, et al.
Published: (2024)

Dynamic modeling of power network-integrated wind turbine
by: Awalin, Lilik J., et al.
Published: (2022)