Comparison of developed FLC and P&O MPPT algorithms for improving PV system performance at variable irradiance conditions

Purpose: This work aims to overcome the drawbacks of the nonlinear characteristics of the photo-voltaic (PV) system which are affected by the atmospheric variations. Design/methodology/approach: As a result, the optimum power point on these characteristics accordingly changes and the efficiency of...

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Main Authors: Alhamdawee, Ehsan Mohsin, Mailah, Nashiren Farzilah, Mohd Radzi, Mohd Amran, Shafie, Suhaidi, Hajighorbani , Shahrooz, Turki, Ahmed Qasim
Format: Article
Language:English
Published: Emerald Publishing Limited 2016
Online Access:http://psasir.upm.edu.my/id/eprint/55336/1/Comparison%20of%20developed%20FLC%20and%20P%26O%20MPPT%20algorithms%20for%20improving%20PV%20system%20.pdf
http://psasir.upm.edu.my/id/eprint/55336/
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spelling my.upm.eprints.553362017-11-06T14:30:33Z http://psasir.upm.edu.my/id/eprint/55336/ Comparison of developed FLC and P&O MPPT algorithms for improving PV system performance at variable irradiance conditions Alhamdawee, Ehsan Mohsin Mailah, Nashiren Farzilah Mohd Radzi, Mohd Amran Shafie, Suhaidi Hajighorbani , Shahrooz Turki, Ahmed Qasim Purpose: This work aims to overcome the drawbacks of the nonlinear characteristics of the photo-voltaic (PV) system which are affected by the atmospheric variations. Design/methodology/approach: As a result, the optimum power point on these characteristics accordingly changes and the efficiency of photovoltaic systems reduces. Maximum power point tracking (MPPT) algorithms track this optimum point and enhance the efficiency despite the irradiance and temperature changes. Findings: The conventional perturbation and observation (P&O) algorithm uses fixed step sizes to increment and decrement the duty ratio that leads to slow response time and continuous oscillation around the MPP at steady state conditions. The paper proposes a fuzzy logic-based controller that overcomes the drawbacks of P&O algorithm in term of response time and the oscillation. Originality/value: MATLAB/Simulink environment was used to model and simulate the KC200GT PV module, direct current (DC)-DC boost converter and the MPPT algorithms. Emerald Publishing Limited 2016 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/55336/1/Comparison%20of%20developed%20FLC%20and%20P%26O%20MPPT%20algorithms%20for%20improving%20PV%20system%20.pdf Alhamdawee, Ehsan Mohsin and Mailah, Nashiren Farzilah and Mohd Radzi, Mohd Amran and Shafie, Suhaidi and Hajighorbani , Shahrooz and Turki, Ahmed Qasim (2016) Comparison of developed FLC and P&O MPPT algorithms for improving PV system performance at variable irradiance conditions. World Journal of Engineering, 13 (6). 494 - 499. ISSN 1708-5284 10.1108/WJE-09-2016-0082
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Purpose: This work aims to overcome the drawbacks of the nonlinear characteristics of the photo-voltaic (PV) system which are affected by the atmospheric variations. Design/methodology/approach: As a result, the optimum power point on these characteristics accordingly changes and the efficiency of photovoltaic systems reduces. Maximum power point tracking (MPPT) algorithms track this optimum point and enhance the efficiency despite the irradiance and temperature changes. Findings: The conventional perturbation and observation (P&O) algorithm uses fixed step sizes to increment and decrement the duty ratio that leads to slow response time and continuous oscillation around the MPP at steady state conditions. The paper proposes a fuzzy logic-based controller that overcomes the drawbacks of P&O algorithm in term of response time and the oscillation. Originality/value: MATLAB/Simulink environment was used to model and simulate the KC200GT PV module, direct current (DC)-DC boost converter and the MPPT algorithms.
format Article
author Alhamdawee, Ehsan Mohsin
Mailah, Nashiren Farzilah
Mohd Radzi, Mohd Amran
Shafie, Suhaidi
Hajighorbani , Shahrooz
Turki, Ahmed Qasim
spellingShingle Alhamdawee, Ehsan Mohsin
Mailah, Nashiren Farzilah
Mohd Radzi, Mohd Amran
Shafie, Suhaidi
Hajighorbani , Shahrooz
Turki, Ahmed Qasim
Comparison of developed FLC and P&O MPPT algorithms for improving PV system performance at variable irradiance conditions
author_facet Alhamdawee, Ehsan Mohsin
Mailah, Nashiren Farzilah
Mohd Radzi, Mohd Amran
Shafie, Suhaidi
Hajighorbani , Shahrooz
Turki, Ahmed Qasim
author_sort Alhamdawee, Ehsan Mohsin
title Comparison of developed FLC and P&O MPPT algorithms for improving PV system performance at variable irradiance conditions
title_short Comparison of developed FLC and P&O MPPT algorithms for improving PV system performance at variable irradiance conditions
title_full Comparison of developed FLC and P&O MPPT algorithms for improving PV system performance at variable irradiance conditions
title_fullStr Comparison of developed FLC and P&O MPPT algorithms for improving PV system performance at variable irradiance conditions
title_full_unstemmed Comparison of developed FLC and P&O MPPT algorithms for improving PV system performance at variable irradiance conditions
title_sort comparison of developed flc and p&o mppt algorithms for improving pv system performance at variable irradiance conditions
publisher Emerald Publishing Limited
publishDate 2016
url http://psasir.upm.edu.my/id/eprint/55336/1/Comparison%20of%20developed%20FLC%20and%20P%26O%20MPPT%20algorithms%20for%20improving%20PV%20system%20.pdf
http://psasir.upm.edu.my/id/eprint/55336/
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score 13.18916