Operation planning for heat pump in multiple residences considering load leveling

Yusuke Kusunoki, Tetsuya Sato, Takayuki Shiina

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

Abstract

In a world in which global warming is progressing and environmental problems are becoming increasingly severe, the use of energy with a low environmental load has become important. One way to solve this problem is the use of water heaters driven by a heat pump, a solution that has been widely implemented in residential homes. In this study, we endeavored to develop an optimal operation plan for the energy storage equipment in a residence. The proposed model is based on the idea of a smart community and aims to optimize electricity usage across multiple residences. We formulate the problem using a stochastic programming method with integer conditions to model the operation of complex equipment. Multiple scenarios were used to consider the uncertainty in the demand for both power and heat for a residence. The solution that is obtained corresponds to the operation of multiple models. The purpose of this study was to minimize the electricity charge and level the load in terms of the power supply. We aimed to reduce the maximum power consumption and average power demand relative to the separate electricity charges of individual homes and the demand at different times of the day.

Original languageEnglish
Title of host publicationProceedings - 2021 10th International Congress on Advanced Applied Informatics, IIAI-AAI 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages849-854
Number of pages6
ISBN (Electronic)9781665424202
DOIs
Publication statusPublished - 2021
Event10th International Congress on Advanced Applied Informatics, IIAI-AAI 2021 - Virtual, Online, Japan
Duration: 2021 Jul 112021 Jul 16

Publication series

NameProceedings - 2021 10th International Congress on Advanced Applied Informatics, IIAI-AAI 2021

Conference

Conference10th International Congress on Advanced Applied Informatics, IIAI-AAI 2021
Country/TerritoryJapan
CityVirtual, Online
Period21/7/1121/7/16

Keywords

  • heat-pump water heater
  • load leveling
  • smart community
  • stochastic programming

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Information Systems
  • Information Systems and Management
  • Education

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