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A procedure to group residential air-conditioning load profiles during the hottest days in summer

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  • Hull, D.A.
  • Reddy, T.A.

Abstract

A methodology is proposed whereby residential customers can be grouped by their diurnal air-conditioner use profiles during the hottest days in summer. The procedure, illustrated with data from a load experiment study, involves three phases. The first is to form a subset of electricity use data corresponding solely to days when utilities are likely to face summer peaking problems. The second phase is to identify a characteristic diurnal A/C load profile for each customer which adequately represents his day-to-day behavior during these peak days. The final phase is to cluster these diurnal A/C load profiles into physically consistent discrete groups. The eventual practical applications of this methodology are that it could assist utilities in better planning and implementing cost-effective peak shaving strategies.

Suggested Citation

  • Hull, D.A. & Reddy, T.A., 1990. "A procedure to group residential air-conditioning load profiles during the hottest days in summer," Energy, Elsevier, vol. 15(12), pages 1085-1097.
    • Handle: RePEc:eee:energy:v:15:y:1990:i:12:p:1085-1097
    DOI: 10.1016/0360-5442(90)90100-G
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