A robust PID controller based on linear quadratic gaussian approach for improving frequency stability of power systems considering renewables. (November 2021)
- Record Type:
- Journal Article
- Title:
- A robust PID controller based on linear quadratic gaussian approach for improving frequency stability of power systems considering renewables. (November 2021)
- Main Title:
- A robust PID controller based on linear quadratic gaussian approach for improving frequency stability of power systems considering renewables
- Authors:
- Khamies, Mohamed
Magdy, Gaber
Ebeed, Mohamed
Kamel, Salah - Abstract:
- Abstract: This paper proposes a novel robust controller for frequency stabilization of electrical systems taken into consideration a high renewable energy sources (RESs) penetration. The suggested controller, robust PID (RPID) controller, is combination of a proportional–integral–derivative (PID) controller and a linear quadratic gaussian (LQG) controller. Furthermore, the Improved lightning attachment procedure optimization (ILAPO) technique is applied for determining the optimal setting of the parameters of the introduced RPID controller. A studied power system with RESs is used as a test system to justify the performance of the RPID controller. The superiority of the introduced robust controller is verified through a comparison of its performance under system uncertainties with those of other robust controllers presented in the literature. The results elucidate that the RPID controller can effectually enhance frequency stability and guarantee reliable performance for power grids supplied with high share of renewable energy for all studied scenarios. Consequently, the proposed RPID controller purveys creditable for modern power systems considering RESs. Highlights: A new robust control strategy for frequency stability improvement of power systems. Considering high share of renewable energy sources. Proposed RPID controller is based PID controller and linear quadratic Gaussian approach. The parameters of RPID controller are optimally determined using ILAPO. The RPID isAbstract: This paper proposes a novel robust controller for frequency stabilization of electrical systems taken into consideration a high renewable energy sources (RESs) penetration. The suggested controller, robust PID (RPID) controller, is combination of a proportional–integral–derivative (PID) controller and a linear quadratic gaussian (LQG) controller. Furthermore, the Improved lightning attachment procedure optimization (ILAPO) technique is applied for determining the optimal setting of the parameters of the introduced RPID controller. A studied power system with RESs is used as a test system to justify the performance of the RPID controller. The superiority of the introduced robust controller is verified through a comparison of its performance under system uncertainties with those of other robust controllers presented in the literature. The results elucidate that the RPID controller can effectually enhance frequency stability and guarantee reliable performance for power grids supplied with high share of renewable energy for all studied scenarios. Consequently, the proposed RPID controller purveys creditable for modern power systems considering RESs. Highlights: A new robust control strategy for frequency stability improvement of power systems. Considering high share of renewable energy sources. Proposed RPID controller is based PID controller and linear quadratic Gaussian approach. The parameters of RPID controller are optimally determined using ILAPO. The RPID is compared with conventional PID controllers under system uncertainties. … (more)
- Is Part Of:
- ISA transactions. Volume 117(2021)
- Journal:
- ISA transactions
- Issue:
- Volume 117(2021)
- Issue Display:
- Volume 117, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 117
- Issue:
- 2021
- Issue Sort Value:
- 2021-0117-2021-0000
- Page Start:
- 118
- Page End:
- 138
- Publication Date:
- 2021-11
- Subjects:
- Load frequency control -- Linear quadratic gaussian -- Robust PID controller -- Renewable energy sources -- Optimization
Engineering instruments -- Periodicals
Engineering instruments
Periodicals
Electronic journals
629.805 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00190578 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.isatra.2021.01.052 ↗
- Languages:
- English
- ISSNs:
- 0019-0578
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4582.700000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 19592.xml