Two-Stage Energy Management of Smart Homes in Presence of Intermittencies

Sima Aznavi, Poria Fajri, Arash Asrari, Javad Khazaei

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

2 Scopus citations

Abstract

In this paper, a new hybrid energy management strategy is presented for a typical smart home. The proposed methodology consists of two main stages; the optimization stage where the day-ahead optimal economic dispatch is determined and the re-planning stage which is executed in case of an unpredicted incident. In the re-planning stage, a two-layer adjustment approach is applied to mitigate the intermittencies and compensate for real-time energy mismatches, while updating the day-ahead energy schedule. To validate the effectiveness of the proposed approach, two scenarios are studied and the results of system operation are analyzed for each case from technical and economic points of view. Comprehensive results obtained from simulations show the proposed strategy is cost effective in mitigating uncertainties and managing smart home energy requirements.

Original languageEnglish (US)
Title of host publicationITEC 2019 - 2019 IEEE Transportation Electrification Conference and Expo
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538693100
DOIs
StatePublished - Jun 1 2019
Event2019 IEEE Transportation Electrification Conference and Expo, ITEC 2019 - Novi, United States
Duration: Jun 19 2019Jun 21 2019

Publication series

NameITEC 2019 - 2019 IEEE Transportation Electrification Conference and Expo

Conference

Conference2019 IEEE Transportation Electrification Conference and Expo, ITEC 2019
CountryUnited States
CityNovi
Period6/19/196/21/19

All Science Journal Classification (ASJC) codes

  • Energy Engineering and Power Technology
  • Electrical and Electronic Engineering
  • Transportation
  • Automotive Engineering

Fingerprint Dive into the research topics of 'Two-Stage Energy Management of Smart Homes in Presence of Intermittencies'. Together they form a unique fingerprint.

  • Cite this

    Aznavi, S., Fajri, P., Asrari, A., & Khazaei, J. (2019). Two-Stage Energy Management of Smart Homes in Presence of Intermittencies. In ITEC 2019 - 2019 IEEE Transportation Electrification Conference and Expo [8790479] (ITEC 2019 - 2019 IEEE Transportation Electrification Conference and Expo). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ITEC.2019.8790479