[Home ] [Archive]   [ فارسی ]  
:: Main :: About :: Current Issue :: Archive :: Search :: Submit :: Contact ::
Main Menu
Home::
Journal Information::
Articles archive::
For Authors::
For Reviewers::
Registration::
Contact us::
Site Facilities::
Publication Statistics::
List of Reviewers::
Social Networks::
::
Search in website

Advanced Search
..
Receive site information
Enter your Email in the following box to receive the site news and information.
..
:: Volume 8, Issue 2 (3-2022) ::
2022, 8(2): 81-97 Back to browse issues page
adaptive load frequency control for a three-area power system using Laguerre-network-based model predictive control and recursive least squares estimation
Vahidreza Jafarinia * , Mohsen Ahmadnia , Ahmad Hajipoor
Khorasan Regional Electric Company , vahidreza.jafarinia@gmail.com
Abstract:   (2022 Views)
In this paper, a new adaptive model predictive control based on Laguerre functions is proposed for the load-frequency control problem of a multi-area power system, in which the estimation of the internal model of the power system is updated online using the recursive least squares method. The use of the adaptive reduced-order internal model in the structure of model predictive control is the innovation of this research. In the studied system, the controller of each area is designed independently so that the stability of the overall closed-loop system is guaranteed. Numerical simulations for a three-area power system are carried out to validate the effectiveness of the proposed scheme and the results were compared with those of conventional model predictive control (MPC) and proportional-integral-derivative control (PID). The simulation results show that the proposed scheme performs better than PID and MPC in rejecting step load disturbance (with respect to nominal and uncertain parameters) and nevertheless, thanks to the use of the reduced-order model and Laguerre functions, reduces the computational burden significantly compared to conventional MPC.         
 
Article number: 5
Keywords: Model predictive control, least square method, load frequency control, internal model identification.
Full-Text [PDF 1744 kb]   (543 Downloads)    
Type of Study: Research | Subject: Electrical Power Systems (Operation, Control, Analysis, ...)
Received: 2021/09/25 | Accepted: 2022/06/12 | Published: 2022/11/25
Send email to the article author

Add your comments about this article
Your username or Email:

CAPTCHA


XML   Persian Abstract   Print


Download citation:
BibTeX | RIS | EndNote | Medlars | ProCite | Reference Manager | RefWorks
Send citation to:

jafarinia V, ahmadnia M, hajipoor A. adaptive load frequency control for a three-area power system using Laguerre-network-based model predictive control and recursive least squares estimation. Nonlinear Systems in Electrical Engineering 2022; 8 (2) : 5
URL: http://journals.sut.ac.ir/jnsee/article-1-391-en.html


Rights and permissions
Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Volume 8, Issue 2 (3-2022) Back to browse issues page
سامانه های غیرخطی در مهندسی برق Journal of Nonlinear Systems in Electrical Engineering
نشریه سامانه‌های غیرخطی در مهندسی برق در خصوص اصول اخلاقی انتشار مقاله، از توصیه‌های «کمیته بین‌المللی اخلاق نشر» موسوم به COPE و «منشور و موازین اخلاق پژوهش» مصوب معاونت پژوهش و فناوری وزارت علوم، تحقیقات و فناوری تبعیت می‌کند.
Persian site map - English site map - Created in 0.13 seconds with 37 queries by YEKTAWEB 4642