Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Conferences, Workshops, Symposiums, and Seminars
  4. Data-Driven LPV Controller Design for Islanded Microgrids
 
conference paper

Data-Driven LPV Controller Design for Islanded Microgrids

Madani, Seyed Sohail  
•
Karimi, Alireza  
January 1, 2021
Ifac Papersonline
19th IFAC Symposium on System Identification (SYSID)

This paper presents a data-driven multivariable Linear Parameter Varying (LPV) controller design method. The synthesis process is based on frequency-domain data corresponding to different operating points of the plant. The performance and also stability constraints for frozen scheduling parameter are convexified around an initial stabilizing controller and solved using a convex optimization solver. This method has been applied to the combined primary and secondary controller design problem of electrical microgrids. The performance of the proposed method has been validated through simulating a microgrid including a synchronous generator, a battery storage and a photo-voltaic unit. The results show that using this method, high performance is achieved in different operating points. Copyright (C) 2021 The Authors.

  • Details
  • Metrics
Type
conference paper
DOI
10.1016/j.ifaco1.2021.08.398
Web of Science ID

WOS:000696396200075

Author(s)
Madani, Seyed Sohail  
Karimi, Alireza  
Date Issued

2021-01-01

Publisher

ELSEVIER

Publisher place

Amsterdam

Published in
Ifac Papersonline
Volume

54

Issue

7

Start page

433

End page

438

Subjects

Automation & Control Systems

•

data-driven

•

frequency control

•

linear parameter varying

•

power-sharing

•

microgrid control

•

distributed control

•

droop-controlled inverters

•

stability

•

models

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
SCI-STI-AK  
Event nameEvent placeEvent date
19th IFAC Symposium on System Identification (SYSID)

Padova, ITALY

Jul 13-16, 2021

Available on Infoscience
October 9, 2021
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/181919
Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés