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.2017.11.044Additional 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
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 50007948
- Subject category
- S29: ENERGY PLANNING, POLICY AND ECONOMY;
- Descriptors DEI
- COMMERCIAL BUILDINGS; CYLINDERS; ELECTRIC POWER; ENERGY DEMAND; ENERGY MANAGEMENT SYSTEMS; ENERGY STORAGE; HOT WATER; HOUSEHOLDS; MONITORS; SIMULATION; STORED ENERGY
- Descriptors DEC
- BUILDINGS; CONTROL SYSTEMS; DEMAND; ENERGY; ENERGY SYSTEMS; HYDROGEN COMPOUNDS; MEASURING INSTRUMENTS; OXYGEN COMPOUNDS; PHYSICAL PROPERTIES; POWER; STORAGE; THERMODYNAMIC PROPERTIES; WATER
Optional Information
- Copyright
- Copyright (c) 2017 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.