5 G Poor and Rich Novel Control Scheme Based Load Frequency Regulation of a Two-Area System with 100% Renewables in Africa

Remote farms in Africa are cultivated lands planned for 100% sustainable energy and organic agriculture in the future. This paper presents the load frequency control of a two-area power system feeding those farms. The power system is supplied by renewable technologies and storage facilities only whi...

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Main Author: Hady H. Fayek
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Fractal and Fractional
Subjects:
Online Access:https://www.mdpi.com/2504-3110/5/1/2
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spelling doaj-7bd83c56c95644a3a4bf8aecda7e63812021-04-02T19:09:08ZengMDPI AGFractal and Fractional2504-31102021-12-0152210.3390/fractalfract50100025 G Poor and Rich Novel Control Scheme Based Load Frequency Regulation of a Two-Area System with 100% Renewables in AfricaHady H. Fayek0Electromechanics Engineering Dept., Faculty of Engineering, Heliopolis University, Cairo 11785, EgyptRemote farms in Africa are cultivated lands planned for 100% sustainable energy and organic agriculture in the future. This paper presents the load frequency control of a two-area power system feeding those farms. The power system is supplied by renewable technologies and storage facilities only which are photovoltaics, biogas, biodiesel, solar thermal, battery storage and flywheel storage systems. Each of those facilities has 150-kW capacity. This paper presents a model for each renewable energy technology and energy storage facility. The frequency is controlled by using a novel non-linear fractional order proportional integral derivative control scheme (NFOPID). The novel scheme is compared to a non-linear PID controller (NPID), fractional order PID controller (FOPID), and conventional PID. The effect of the different degradation factors related to the communication infrastructure, such as the time delay and packet loss, are modeled and simulated to assess the controlled system performance. A new cost function is presented in this research. The four controllers are tuned by novel poor and rich optimization (PRO) algorithm at different operating conditions. PRO controller design is compared to other state of the art techniques in this paper. The results show that the PRO design for a novel NFOPID controller has a promising future in load frequency control considering communication delays and packet loss. The simulation and optimization are applied on MATLAB/SIMULINK 2017a environment.https://www.mdpi.com/2504-3110/5/1/2100% renewable power generationload frequency controlpoor and rich optimizationNFOPID controllerFOPID controllerNPID controller
collection DOAJ
language English
format Article
sources DOAJ
author Hady H. Fayek
spellingShingle Hady H. Fayek
5 G Poor and Rich Novel Control Scheme Based Load Frequency Regulation of a Two-Area System with 100% Renewables in Africa
Fractal and Fractional
100% renewable power generation
load frequency control
poor and rich optimization
NFOPID controller
FOPID controller
NPID controller
author_facet Hady H. Fayek
author_sort Hady H. Fayek
title 5 G Poor and Rich Novel Control Scheme Based Load Frequency Regulation of a Two-Area System with 100% Renewables in Africa
title_short 5 G Poor and Rich Novel Control Scheme Based Load Frequency Regulation of a Two-Area System with 100% Renewables in Africa
title_full 5 G Poor and Rich Novel Control Scheme Based Load Frequency Regulation of a Two-Area System with 100% Renewables in Africa
title_fullStr 5 G Poor and Rich Novel Control Scheme Based Load Frequency Regulation of a Two-Area System with 100% Renewables in Africa
title_full_unstemmed 5 G Poor and Rich Novel Control Scheme Based Load Frequency Regulation of a Two-Area System with 100% Renewables in Africa
title_sort 5 g poor and rich novel control scheme based load frequency regulation of a two-area system with 100% renewables in africa
publisher MDPI AG
series Fractal and Fractional
issn 2504-3110
publishDate 2021-12-01
description Remote farms in Africa are cultivated lands planned for 100% sustainable energy and organic agriculture in the future. This paper presents the load frequency control of a two-area power system feeding those farms. The power system is supplied by renewable technologies and storage facilities only which are photovoltaics, biogas, biodiesel, solar thermal, battery storage and flywheel storage systems. Each of those facilities has 150-kW capacity. This paper presents a model for each renewable energy technology and energy storage facility. The frequency is controlled by using a novel non-linear fractional order proportional integral derivative control scheme (NFOPID). The novel scheme is compared to a non-linear PID controller (NPID), fractional order PID controller (FOPID), and conventional PID. The effect of the different degradation factors related to the communication infrastructure, such as the time delay and packet loss, are modeled and simulated to assess the controlled system performance. A new cost function is presented in this research. The four controllers are tuned by novel poor and rich optimization (PRO) algorithm at different operating conditions. PRO controller design is compared to other state of the art techniques in this paper. The results show that the PRO design for a novel NFOPID controller has a promising future in load frequency control considering communication delays and packet loss. The simulation and optimization are applied on MATLAB/SIMULINK 2017a environment.
topic 100% renewable power generation
load frequency control
poor and rich optimization
NFOPID controller
FOPID controller
NPID controller
url https://www.mdpi.com/2504-3110/5/1/2
work_keys_str_mv AT hadyhfayek 5gpoorandrichnovelcontrolschemebasedloadfrequencyregulationofatwoareasystemwith100renewablesinafrica
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