An optimization Approach Based on the Interior-Point Methodology for the Tertiary Control of Modernized Microgrids

Isaiah D. Woodruff, Masoud Davari

Research output: Contribution to book or proceedingConference articlepeer-review

1 Scopus citations

Abstract

With the rise in popularity of the modernized microgrids (MMGs), the addition of a controller to maximize economic efficiency while taking into account environmental impact is crucial. Tertiary control is at the highest control level, considering economic concerns related to the optimal operation of the microgrid and using a sampling time from minutes to hours; tertiary controls manage the flow of power between the microgrid and the connected grid. In MMGs' tertiary controls, the use of optimization algorithms to minimize an objective function with equality and inequality constraints allows for powerful control over the system. In this paper, the interior-point algorithm is proposed and utilized in order to minimize the required objective. The suggested method is robust against weather conditions and accommodates varying demands in both ac and dc grids. To perform optimization and simulations, MATLAB outputs a lookup table, which can be easily implemented into any system. This is a 2-dimensional array with ac load requirements on the rows and dc load requirements on the columns. Furthermore, due to load capabilities, where the resolution of the system gets too fine, simple algebra can fill in the missing information. Visualization of these results is key to understand what MMG's devices would output for a certain load.

Original languageEnglish
Title of host publication2019 IEEE SoutheastCon, SoutheastCon 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728101378
DOIs
StatePublished - Apr 2019
Event2019 IEEE SoutheastCon, SoutheastCon 2019 - Huntsville, United States
Duration: Apr 11 2019Apr 14 2019

Publication series

NameConference Proceedings - IEEE SOUTHEASTCON
Volume2019-April
ISSN (Print)1091-0050
ISSN (Electronic)1558-058X

Conference

Conference2019 IEEE SoutheastCon, SoutheastCon 2019
Country/TerritoryUnited States
CityHuntsville
Period04/11/1904/14/19

Scopus Subject Areas

  • Computer Networks and Communications
  • Software
  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Signal Processing

Keywords

  • Interior-point algorithm
  • island mode of operation
  • modernized microgrids
  • optimization
  • tertiary controls

Fingerprint

Dive into the research topics of 'An optimization Approach Based on the Interior-Point Methodology for the Tertiary Control of Modernized Microgrids'. Together they form a unique fingerprint.

Cite this