Published February 2018 | Version v1
Journal article

A minimal simulation of the electricity demand of a domestic hot water cylinder for smart control

  • 1. Department of Physics, University of Otago, PO Box 56, Dunedin 9054 (New Zealand)
  • 2. Centre for Sustainability, University of Otago, PO Box 56, Dunedin 9054 (New Zealand)
  • 3. Department of Computer Science, University of Otago, PO Box 56, Dunedin 9054 (New Zealand)

Description

Highlights: • A fidelity measure for comparing simulated with monitored electricity time series of a hot water cylinder is proposed. • A simple simulation of hot water cylinder electricity use is presented that meets these fidelity requirements. • The approach is useful for simulating individual households to evaluate smart home management scenarios. - Abstract: In many countries domestic electric hot water storage cylinders have high penetration and account for a large proportion of electricity demand. Their ability to store energy makes them a significant opportunity for emerging smart home energy management systems. One approach to evaluating the potential of hot water cylinders under smart control is to simulate electricity demand via a physical model of a cylinder together with assumed hot water usage patterns. Determining the accuracy of these simulations is made difficult by the lack of detailed data on cylinder variables and household hot water usage. This results in simulation methods that potentially miss essential features or are overly complex. To address this issue, we first propose a statistical fidelity measure that can be used to compare simulated with monitored electricity demand time series from an individual cylinder. We then present a minimal simulation method that achieves reasonable fidelity with monitored demand. The proposed method is particularly useful for simulating individual households using only electricity time-series data for the purpose of evaluating smart home management scenarios.

Availability note (English)

Available from http://dx.doi.org/10.1016/j.apenergy.2017.11.044

Additional details

Identifiers

DOI
10.1016/j.apenergy.2017.11.044;
PII
S0306261917316197;

Publishing Information

Journal Title
Applied Energy
Journal Volume
211
Journal Page Range
p. 104-112
ISSN
0306-2619
CODEN
APENDX

Optional Information

Copyright
Copyright (c) 2017 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.