A fuzzy based load frequency control and load shedding scheme for islanded distribution network connected with mini-hydro /Javed Ahmed Laghari

Mini hydro power plant (MHPP) based DG is cost effective and environmental friendly resource for rural electrification schemes. The DG can be connected in parallel with grid to supply the increased load demand. However, in utility practice when load disturbance occurs in grid, DG is tripped-off. Due...

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Main Author: Javed, Ahmed Laghari
Format: Thesis
Published: 2012
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Online Access:http://studentsrepo.um.edu.my/8372/4/A_FUZZY_BASED_LOAD_FREQUENCY_CONTROL_AND_LOAD_SHEDDING_SCHEM.pdf
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spelling my.um.stud.83722018-05-18T07:18:27Z A fuzzy based load frequency control and load shedding scheme for islanded distribution network connected with mini-hydro /Javed Ahmed Laghari Javed, Ahmed Laghari T Technology (General) TA Engineering (General). Civil engineering (General) Mini hydro power plant (MHPP) based DG is cost effective and environmental friendly resource for rural electrification schemes. The DG can be connected in parallel with grid to supply the increased load demand. However, in utility practice when load disturbance occurs in grid, DG is tripped-off. Due to this, DG capacity is not utilized efficiently. In order to utilize the DG capability, islanding need to be done. The islanding has a considerable advantage such as reliability improvement, blackout reduction. However, islanding operation is a challenging issue; if there is any unbalanced between load demand and power generation, the system frequency will change. The system frequency is maintained by controlling the turbine speed through governor. If governor fail to stabilize the frequency, load shedding techniques needs to be applied in order to maintain distribution network stability and security. PID based governor have the problem of obtaining optimum parameter tuning. In order to cope this, fuzzy logic control technique may be an option to provide robust and quick control. This research proposes fuzzy based governor for load frequency control (LFC) of MHPP, and compares its response with PID based governor to show its superiority. Apart from this, this research proposes a fuzzy based under frequency load shedding (UFLS) scheme applied in an islanded distribution network connected with DG. The proposed under frequency load shedding scheme consists of a fuzzy logic load shedding controller (FLLSC) and load shed controller module (LSCM). FLLSC estimates amount of power imbalance and sends this value to LSCM for shedding the required load. Both Event-based and Response based under frequency load shedding cases are modelled and tested on base load and peak load capacity. The fuzzy based under frequency load shedding scheme is designed to shed optimal load in the system. 2012-07-23 Thesis NonPeerReviewed application/pdf http://studentsrepo.um.edu.my/8372/4/A_FUZZY_BASED_LOAD_FREQUENCY_CONTROL_AND_LOAD_SHEDDING_SCHEM.pdf Javed, Ahmed Laghari (2012) A fuzzy based load frequency control and load shedding scheme for islanded distribution network connected with mini-hydro /Javed Ahmed Laghari. Masters thesis, University of Malaya. http://studentsrepo.um.edu.my/8372/
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Student Repository
url_provider http://studentsrepo.um.edu.my/
topic T Technology (General)
TA Engineering (General). Civil engineering (General)
spellingShingle T Technology (General)
TA Engineering (General). Civil engineering (General)
Javed, Ahmed Laghari
A fuzzy based load frequency control and load shedding scheme for islanded distribution network connected with mini-hydro /Javed Ahmed Laghari
description Mini hydro power plant (MHPP) based DG is cost effective and environmental friendly resource for rural electrification schemes. The DG can be connected in parallel with grid to supply the increased load demand. However, in utility practice when load disturbance occurs in grid, DG is tripped-off. Due to this, DG capacity is not utilized efficiently. In order to utilize the DG capability, islanding need to be done. The islanding has a considerable advantage such as reliability improvement, blackout reduction. However, islanding operation is a challenging issue; if there is any unbalanced between load demand and power generation, the system frequency will change. The system frequency is maintained by controlling the turbine speed through governor. If governor fail to stabilize the frequency, load shedding techniques needs to be applied in order to maintain distribution network stability and security. PID based governor have the problem of obtaining optimum parameter tuning. In order to cope this, fuzzy logic control technique may be an option to provide robust and quick control. This research proposes fuzzy based governor for load frequency control (LFC) of MHPP, and compares its response with PID based governor to show its superiority. Apart from this, this research proposes a fuzzy based under frequency load shedding (UFLS) scheme applied in an islanded distribution network connected with DG. The proposed under frequency load shedding scheme consists of a fuzzy logic load shedding controller (FLLSC) and load shed controller module (LSCM). FLLSC estimates amount of power imbalance and sends this value to LSCM for shedding the required load. Both Event-based and Response based under frequency load shedding cases are modelled and tested on base load and peak load capacity. The fuzzy based under frequency load shedding scheme is designed to shed optimal load in the system.
format Thesis
author Javed, Ahmed Laghari
author_facet Javed, Ahmed Laghari
author_sort Javed, Ahmed Laghari
title A fuzzy based load frequency control and load shedding scheme for islanded distribution network connected with mini-hydro /Javed Ahmed Laghari
title_short A fuzzy based load frequency control and load shedding scheme for islanded distribution network connected with mini-hydro /Javed Ahmed Laghari
title_full A fuzzy based load frequency control and load shedding scheme for islanded distribution network connected with mini-hydro /Javed Ahmed Laghari
title_fullStr A fuzzy based load frequency control and load shedding scheme for islanded distribution network connected with mini-hydro /Javed Ahmed Laghari
title_full_unstemmed A fuzzy based load frequency control and load shedding scheme for islanded distribution network connected with mini-hydro /Javed Ahmed Laghari
title_sort fuzzy based load frequency control and load shedding scheme for islanded distribution network connected with mini-hydro /javed ahmed laghari
publishDate 2012
url http://studentsrepo.um.edu.my/8372/4/A_FUZZY_BASED_LOAD_FREQUENCY_CONTROL_AND_LOAD_SHEDDING_SCHEM.pdf
http://studentsrepo.um.edu.my/8372/
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score 13.160551