Limited complexity predictive controller for load management in isolated photo-voltaic systems

D. Zamudio, A. Cordoba, F. Ruiz, D. Patino, R. Diez, G. Perilla

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

Stand-alone photovoltaic systems are suitable electrification solutions for isolated buildings. Those systems rely exclusively on solar radiation, a source that cannot be controlled, therefore an improper operation of the system may lead to service interruptions and reduction of lifespan. Energy management systems allow proper scheduling of sources, storage, and load consumption, usually through complex optimal predictive control strategies. This paper proposes a novel load management system, based on a simplified model predictive controller aimed at minimizing service interruptions while guaranteeing a specific depth of discharge of the battery. The proposed solution avoids the use of complex optimization solvers and/or forecasting algorithms by introducing proper approximations to the model that lead to a simple decision algorithm based on open-loop dynamics simulations and priority-based schedules. Simulations and Hardware in the Loop tests show that the proposed controller can be implemented on low-cost microprocessors, providing adequate performance and satisfying the constraints on maximum load curtailment and depth of discharge.

Original languageEnglish
Title of host publication2021 29th Mediterranean Conference on Control and Automation, MED 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages374-379
Number of pages6
ISBN (Electronic)9781665422581
DOIs
StatePublished - 22 Jun 2021
Event29th Mediterranean Conference on Control and Automation, MED 2021 - Bari, Puglia, Italy
Duration: 22 Jun 202125 Jun 2021

Publication series

Name2021 29th Mediterranean Conference on Control and Automation, MED 2021

Conference

Conference29th Mediterranean Conference on Control and Automation, MED 2021
Country/TerritoryItaly
CityBari, Puglia
Period22/06/2125/06/21

Keywords

  • Energy management
  • Isolated microgrid
  • Load management
  • Photovoltaic system
  • Predictive control

Fingerprint

Dive into the research topics of 'Limited complexity predictive controller for load management in isolated photo-voltaic systems'. Together they form a unique fingerprint.

Cite this