Load frequency control for renewable energy sources for isolated power system by introducing large scale PV and storage battery
In this work we had presented a power system electricity frequency control approach of 100% renewable energy sources isolated power grid by applying model predictive control (MPC). As the PV panel and storage battery price had dramatically dropped in these years, large capacity of PV generation and...
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doaj-523eec5e89e04e4ebeab225358e638912020-12-23T05:02:55ZengElsevierEnergy Reports2352-48472020-12-01615971603Load frequency control for renewable energy sources for isolated power system by introducing large scale PV and storage batteryLei Liu0Tomonobu Senjyu1Takeyoshi Kato2Abdul Motin Howlader3Paras Mandal4Mohammed Elsayed Lotfy5Department of Electrical and Electronics Engineering, University of the Ryukyus, Okinawa 903-0123, Japan; Corresponding author.Department of Electrical and Electronics Engineering, University of the Ryukyus, Okinawa 903-0123, JapanInstitute of Materials and Systems for Sustainability, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, JapanSmart Grid Research Lab, University of California, Riverside, CA, 92521, USADepartment of Electrical and Computer Engineering, The University of Texas at EI Paso, Texas, TX 79968, USADepartment of Electrical Power and Machines, Zagazig University, Zagazig 44519, Egypt; Department of Electrical and Electronics Engineering, University of the Ryukyus, Okinawa 903-0123, JapanIn this work we had presented a power system electricity frequency control approach of 100% renewable energy sources isolated power grid by applying model predictive control (MPC). As the PV panel and storage battery price had dramatically dropped in these years, large capacity of PV generation and storage battery had been introduced base on an original 100% renewable energy power system. MPCs had been design for each of the model (Photovoltaic Generation, Wind turbine Generation, Storage Battery, Fuel Cell and Seawater Electrolyzer) to suppress the consumption and generation balance. In addition, in order to suppress the load frequency, demand response (real-time pricing) also had been applied in this scheme by adjust the controllable loads. All of the control approach proposed in this work had been verified by Matlab@/Simulink@. And by discuss and analysis the simulation results, the stability, robustness, reliability and effectiveness of this scheme had been examined.http://www.sciencedirect.com/science/article/pii/S2352484720317315Model predictive controlRenewable energy sourcesPhotovoltaic GenerationStorage batterySupply–demand balanceReal-time pricing |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Lei Liu Tomonobu Senjyu Takeyoshi Kato Abdul Motin Howlader Paras Mandal Mohammed Elsayed Lotfy |
spellingShingle |
Lei Liu Tomonobu Senjyu Takeyoshi Kato Abdul Motin Howlader Paras Mandal Mohammed Elsayed Lotfy Load frequency control for renewable energy sources for isolated power system by introducing large scale PV and storage battery Energy Reports Model predictive control Renewable energy sources Photovoltaic Generation Storage battery Supply–demand balance Real-time pricing |
author_facet |
Lei Liu Tomonobu Senjyu Takeyoshi Kato Abdul Motin Howlader Paras Mandal Mohammed Elsayed Lotfy |
author_sort |
Lei Liu |
title |
Load frequency control for renewable energy sources for isolated power system by introducing large scale PV and storage battery |
title_short |
Load frequency control for renewable energy sources for isolated power system by introducing large scale PV and storage battery |
title_full |
Load frequency control for renewable energy sources for isolated power system by introducing large scale PV and storage battery |
title_fullStr |
Load frequency control for renewable energy sources for isolated power system by introducing large scale PV and storage battery |
title_full_unstemmed |
Load frequency control for renewable energy sources for isolated power system by introducing large scale PV and storage battery |
title_sort |
load frequency control for renewable energy sources for isolated power system by introducing large scale pv and storage battery |
publisher |
Elsevier |
series |
Energy Reports |
issn |
2352-4847 |
publishDate |
2020-12-01 |
description |
In this work we had presented a power system electricity frequency control approach of 100% renewable energy sources isolated power grid by applying model predictive control (MPC). As the PV panel and storage battery price had dramatically dropped in these years, large capacity of PV generation and storage battery had been introduced base on an original 100% renewable energy power system. MPCs had been design for each of the model (Photovoltaic Generation, Wind turbine Generation, Storage Battery, Fuel Cell and Seawater Electrolyzer) to suppress the consumption and generation balance. In addition, in order to suppress the load frequency, demand response (real-time pricing) also had been applied in this scheme by adjust the controllable loads. All of the control approach proposed in this work had been verified by Matlab@/Simulink@. And by discuss and analysis the simulation results, the stability, robustness, reliability and effectiveness of this scheme had been examined. |
topic |
Model predictive control Renewable energy sources Photovoltaic Generation Storage battery Supply–demand balance Real-time pricing |
url |
http://www.sciencedirect.com/science/article/pii/S2352484720317315 |
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