A salp swarm algorithm to improve power production of wind plant

Currently, the main problem of wind lantpowerproduction is definitely the control system of a wind generator that is not able to cope with the impact of turbulence and thus weakens complete power output.In this papera Salp Swarm Algorithm (SSA) is proposed as a data-drivenmethod to improve the cont...

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Main Authors:	Ahmad Zairi, Mohd Zain, Mohd Ashraf, Ahmad
Format:	Conference or Workshop Item
Language:	English English
Published:	2019
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/26866/ http://umpir.ump.edu.my/id/eprint/26866/1/79.%20A%20salp%20swarm%20algorithm%20to%20improve%20power.pdf http://umpir.ump.edu.my/id/eprint/26866/2/79.1%20A%20salp%20swarm%20algorithm%20to%20improve%20power.pdf

id	ump-26866
recordtype	eprints
spelling	ump-268662020-03-19T07:14:29Z http://umpir.ump.edu.my/id/eprint/26866/ A salp swarm algorithm to improve power production of wind plant Ahmad Zairi, Mohd Zain Mohd Ashraf, Ahmad TK Electrical engineering. Electronics Nuclear engineering Currently, the main problem of wind lantpowerproduction is definitely the control system of a wind generator that is not able to cope with the impact of turbulence and thus weakens complete power output.In this papera Salp Swarm Algorithm (SSA) is proposed as a data-drivenmethod to improve the controller variable and thus optimize the complete power production of the wind plant.The SSA is among of the meta-heuristic technique and imitates the salps chain's swarm movement depending on the food placement. The model used in this study originates from Denmark's actual Horns Rev wind plant.The analysis result demonstrates the SSA generates significantly better total wind power productionas opposed to the Spiral Dynamic Algorithm (SDA) and the Particle Swarm Optimization (PSO) technique. 2019 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/26866/1/79.%20A%20salp%20swarm%20algorithm%20to%20improve%20power.pdf pdf en http://umpir.ump.edu.my/id/eprint/26866/2/79.1%20A%20salp%20swarm%20algorithm%20to%20improve%20power.pdf Ahmad Zairi, Mohd Zain and Mohd Ashraf, Ahmad (2019) A salp swarm algorithm to improve power production of wind plant. In: International Conference on Electrical, Control and Computer Engineering 2011 (InECCE 2011)., 21-22 June 2011 , Hyatt Regency, Kuantan, Pahang, Malaysia. pp. 1-7.. (Unpublished)
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Ahmad Zairi, Mohd Zain Mohd Ashraf, Ahmad A salp swarm algorithm to improve power production of wind plant
description	Currently, the main problem of wind lantpowerproduction is definitely the control system of a wind generator that is not able to cope with the impact of turbulence and thus weakens complete power output.In this papera Salp Swarm Algorithm (SSA) is proposed as a data-drivenmethod to improve the controller variable and thus optimize the complete power production of the wind plant.The SSA is among of the meta-heuristic technique and imitates the salps chain's swarm movement depending on the food placement. The model used in this study originates from Denmark's actual Horns Rev wind plant.The analysis result demonstrates the SSA generates significantly better total wind power productionas opposed to the Spiral Dynamic Algorithm (SDA) and the Particle Swarm Optimization (PSO) technique.
format	Conference or Workshop Item
author	Ahmad Zairi, Mohd Zain Mohd Ashraf, Ahmad
author_facet	Ahmad Zairi, Mohd Zain Mohd Ashraf, Ahmad
author_sort	Ahmad Zairi, Mohd Zain
title	A salp swarm algorithm to improve power production of wind plant
title_short	A salp swarm algorithm to improve power production of wind plant
title_full	A salp swarm algorithm to improve power production of wind plant
title_fullStr	A salp swarm algorithm to improve power production of wind plant
title_full_unstemmed	A salp swarm algorithm to improve power production of wind plant
title_sort	salp swarm algorithm to improve power production of wind plant
publishDate	2019
url	http://umpir.ump.edu.my/id/eprint/26866/ http://umpir.ump.edu.my/id/eprint/26866/1/79.%20A%20salp%20swarm%20algorithm%20to%20improve%20power.pdf http://umpir.ump.edu.my/id/eprint/26866/2/79.1%20A%20salp%20swarm%20algorithm%20to%20improve%20power.pdf
first_indexed	2023-09-18T22:42:06Z
last_indexed	2023-09-18T22:42:06Z
_version_	1777416983141154816

A salp swarm algorithm to improve power production of wind plant

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