Optimal sizing of voltage control devices for distribution circuit with intermittent load

Changhong Zhao, Michael Chertkov, Scott Backhaus

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We consider joint control of a switchable capacitor and a D-STATCOM for voltage regulation in a distribution circuit with intermittent load. The control problem is formulated as a two-timescale optimal power flow problem with chance constraints, which minimizes power loss while limiting the probability of voltage violations due to fast changes in load. The control problem forms the basis of an optimization problem which determines the sizes of the control devices by minimizing sum of the expected power loss cost and the capital cost. We develop computationally efficient heuristics to solve the optimal sizing problem and implement real-time control. Numerical experiments on a circuit with high-performance computing (HPC) load show that the proposed sizing and control schemes significantly improve the reliability of voltage regulation on the expense of only a moderate increase in cost.

Original languageEnglish (US)
Title of host publicationProceedings of the 48th Annual Hawaii International Conference on System Sciences, HICSS 2015
EditorsTung X. Bui, Ralph H. Sprague
PublisherIEEE Computer Society
Pages2680-2689
Number of pages10
ISBN (Electronic)9781479973675
DOIs
StatePublished - Mar 26 2015
Externally publishedYes
Event48th Annual Hawaii International Conference on System Sciences, HICSS 2015 - Kauai, United States
Duration: Jan 5 2015Jan 8 2015

Publication series

NameProceedings of the Annual Hawaii International Conference on System Sciences
Volume2015-March
ISSN (Print)1530-1605

Other

Other48th Annual Hawaii International Conference on System Sciences, HICSS 2015
Country/TerritoryUnited States
CityKauai
Period1/5/151/8/15

Keywords

  • Device sizing
  • Distribution circuit
  • Voltage control

ASJC Scopus subject areas

  • Engineering(all)

Fingerprint

Dive into the research topics of 'Optimal sizing of voltage control devices for distribution circuit with intermittent load'. Together they form a unique fingerprint.

Cite this