Modified TID controller for load frequency control of a two-area interconnected diverse-unit power system
•Developing a modified structure of the tilted integral derivative (TID) controller.•Studying load frequency control of multi-area interconnected multi-source power system.•Applying archimedes optimization algorithm for tuning the proposed controller’s parameters.•The effect of renewable energy sour...
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| Published in: | International journal of electrical power & energy systems Vol. 135; p. 107528 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
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Elsevier Ltd
01.02.2022
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| ISSN: | 0142-0615 |
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| Abstract | •Developing a modified structure of the tilted integral derivative (TID) controller.•Studying load frequency control of multi-area interconnected multi-source power system.•Applying archimedes optimization algorithm for tuning the proposed controller’s parameters.•The effect of renewable energy sources penetration on the proposed ID-T controller’s performance is considered.•The performance of ID-T controller is compared with the conventional TID controller and integral controller.
In this work, a modified structure of the tilted integral derivative (TID) controller, i.e. an integral derivative-tilted (ID-T) controller, is developed for the load frequency control issue of a multi-area interconnected multi-source power system. Moreover, a new optimization algorithm known as Archimedes optimization algorithm (AOA) is used to fine-tune the proposed ID-T controller parameters. The performance of the proposed ID-T controller based on AOA is evaluated through a two-area interconnected power system, each area containing various conventional generation units (i.e., thermal, gas, and hydraulic power plants) and renewables (wind and solar power). Furthermore, system nonlinearities (i.e., generation rate constraints, governor deadband, and communication time delays), system uncertainties, and load/renewables fluctuations are considered in designing the proposed controller. The effectiveness of the proposed ID-T controller based on AOA is verified by comparing its performance with other control techniques in the literature (i.e. integral controller, proportional integral derivative (PID) controller, fractional-order PID controller, TID controller, and I-TD controller). The AOA's optimization superiority has also been verified against a variety of other sophisticated optimization methods, including particle swarm optimization and whale optimization algorithm. The simulation results exhibit that the proposed ID-T controller based on the AOA presents a great improvement in the system frequency stability under several contingencies of different load perturbations, system uncertainties, physical constraints, communication time delays, high renewables penetration. |
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| AbstractList | •Developing a modified structure of the tilted integral derivative (TID) controller.•Studying load frequency control of multi-area interconnected multi-source power system.•Applying archimedes optimization algorithm for tuning the proposed controller’s parameters.•The effect of renewable energy sources penetration on the proposed ID-T controller’s performance is considered.•The performance of ID-T controller is compared with the conventional TID controller and integral controller.
In this work, a modified structure of the tilted integral derivative (TID) controller, i.e. an integral derivative-tilted (ID-T) controller, is developed for the load frequency control issue of a multi-area interconnected multi-source power system. Moreover, a new optimization algorithm known as Archimedes optimization algorithm (AOA) is used to fine-tune the proposed ID-T controller parameters. The performance of the proposed ID-T controller based on AOA is evaluated through a two-area interconnected power system, each area containing various conventional generation units (i.e., thermal, gas, and hydraulic power plants) and renewables (wind and solar power). Furthermore, system nonlinearities (i.e., generation rate constraints, governor deadband, and communication time delays), system uncertainties, and load/renewables fluctuations are considered in designing the proposed controller. The effectiveness of the proposed ID-T controller based on AOA is verified by comparing its performance with other control techniques in the literature (i.e. integral controller, proportional integral derivative (PID) controller, fractional-order PID controller, TID controller, and I-TD controller). The AOA's optimization superiority has also been verified against a variety of other sophisticated optimization methods, including particle swarm optimization and whale optimization algorithm. The simulation results exhibit that the proposed ID-T controller based on the AOA presents a great improvement in the system frequency stability under several contingencies of different load perturbations, system uncertainties, physical constraints, communication time delays, high renewables penetration. |
| ArticleNumber | 107528 |
| Author | Kamel, Salah Ahmed, Mohamed Magdy, Gaber Khamies, Mohamed |
| Author_xml | – sequence: 1 givenname: Mohamed surname: Ahmed fullname: Ahmed, Mohamed email: fragmohamed@eng.sohag.edu.eg organization: Department of Electrical Engineering, Faculty of Engineering, Sohag University, 82524 Sohag, Egypt – sequence: 2 givenname: Gaber surname: Magdy fullname: Magdy, Gaber email: gabermagdy@aswu.edu.eg organization: Department of Electrical Engineering, Faculty of Energy Engineering, Aswan University, Aswan 81528, Egypt – sequence: 3 givenname: Mohamed surname: Khamies fullname: Khamies, Mohamed email: mohamedahmedmak@yahoo.com organization: Electrical Engineering Department, Faculty of Engineering, Aswan University, 81542 Aswan, Egypt – sequence: 4 givenname: Salah surname: Kamel fullname: Kamel, Salah email: skamel@aswu.edu.eg organization: Electrical Engineering Department, Faculty of Engineering, Aswan University, 81542 Aswan, Egypt |
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| Keywords | Load frequency control (LFC) Integral derivative-tilted (ID-T) Archimedes optimization algorithm (AOA) Renewable energy sources (RESs) Tilted integral derivative (TID) |
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