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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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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