Demand Response of a TCL population using Switching-Rate Actuation

Luminita Cristiana Totu, Rafal Wisniewski, John-Josef Leth

Research output: Contribution to journalJournal articleResearchpeer-review

25 Citations (Scopus)
339 Downloads (Pure)

Abstract

This work considers the problem of actively managing the power consumption of a large number of thermostically controlled loads (TCLs), namely a TCL population, and a case-study of household refrigerators. Control is performed using a new randomized actuation that consists of switching units on and off
at given rates, while at the same time respecting the nominal constraints on each individual unit. Both the free and the controlled behavior of individual TCLs can be aggregated, making it possible to handle a TCL population as if it were a single system. The aggregation method uses the distribution of the TCLs individual states across the population. The distribution approach has two main advantages. It scales excellently since the computational requirements do not increase with the number of units, and it allows data from individual units to be used anonymously, which solves privacy concerns relevant for consumer adoption.
Original languageEnglish
JournalI E E E Transactions on Control Systems Technology
Volume25
Issue number5
Pages (from-to)1537 - 1551
ISSN1063-6536
DOIs
Publication statusPublished - Sept 2017

Keywords

  • Smart Grid
  • thermostatic loads
  • Model Based Control
  • stochastic hybrid systems

Fingerprint

Dive into the research topics of 'Demand Response of a TCL population using Switching-Rate Actuation'. Together they form a unique fingerprint.

Cite this