Centralized and Decentralized Optimal Control of Variable Speed Heat Pumps

Ryan S. Montrose, John F. Gardner, Aykut C. Satici

Research output: Contribution to journalArticlepeer-review

5 Scopus citations

Abstract

Utility service providers are often challenged with the synchronization of thermostatically controlled loads. Load synchronization, as a result of naturally occurring and demand-response events, has the potential to damage power distribution equipment. Because thermostatically controlled loads constitute most of the power consumed by the grid at any given time, the proper control of such devices can lead to significant energy savings and improved grid stability. The contribution of this paper is the development of an optimal control algorithm for commonly used variable speed heat pumps. By means of selective peer-to-peer communication, our control architecture allows for the regulation of home temperatures while simultaneously minimizing aggregate power consumption, and aggregate load volatility. An optimal centralized controller is also explored and compared against its decentralized counterpart.

Original languageAmerican English
Article number4012
JournalEnergies
Volume14
Issue number13
DOIs
StatePublished - 1 Jul 2021

Keywords

  • optimal control
  • decentralized control
  • adaptive control
  • parameter estimation
  • demand response
  • thermostatically controlled load

EGS Disciplines

  • Biomedical Engineering and Bioengineering
  • Mechanical Engineering

Fingerprint

Dive into the research topics of 'Centralized and Decentralized Optimal Control of Variable Speed Heat Pumps'. Together they form a unique fingerprint.

Cite this