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Fuzzy Logic Controller for Load-Shifting in Smart Homes with Battery Storage & Rooftop PV

Borna Emami, Jing Jiang, Hongjian Sun

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

    2 Citations (Scopus)
    94 Downloads (Pure)

    Abstract

    Solar power is the dominant renewable energy source in smart homes. The amount of power generated by solar panels varies throughout the day, peaking at mid-day and reaching a minimum in the evening. This generation pattern often does not align with the household's energy consumption trends, resulting in the necessity of battery storage to be frequently charged during the day and discharged in the evening. In this paper, a novel fuzzy logic-based load shifting strategy is proposed for smart homes with battery storage and rooftop photovoltaic, where certain home appliances can be shifted. The aim is to reduce the overall dependency on the battery and minimize the grid power consumption. The proposed fuzzy control system is simulated, and its performance is evaluated under various scenarios. Results demonstrate a reduction of at least 16.21% in the battery charging/discharging cycles and a reduction of at least 54.34% in grid power consumption over one day.
    Original languageEnglish
    Title of host publicationThe 25th IEEE International Conference on Industrial Technology (ICIT 2024)
    Place of PublicationPiscataway, US
    PublisherIEEE
    Pages1-6
    Number of pages6
    ISBN (Electronic)9798350340266
    ISBN (Print)9798350340273
    DOIs
    Publication statusPublished - 25 Mar 2024
    EventICIT2024: The 2024 International Conference on Industrial Technology (ICIT) - Bristol, United Kingdom
    Duration: 25 Mar 202427 Mar 2024
    https://icit2024.ieee-ies.org/

    Publication series

    NameIEEE International Conference on Industrial Technology (ICIT)
    PublisherIEEE
    ISSN (Print)2641-0184
    ISSN (Electronic)2643-2978

    Conference

    ConferenceICIT2024
    Country/TerritoryUnited Kingdom
    CityBristol
    Period25/03/2427/03/24
    Internet address

    UN SDGs

    This output contributes to the following UN Sustainable Development Goals (SDGs)

    1. SDG 7 - Affordable and Clean Energy
      SDG 7 Affordable and Clean Energy

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