Intelligent Home Heating Controller Using Fuzzy Rule Interpolation

Li, Jie, Yang, Longzhi, Shum, Hubert P. H., Sexton, Graham and Tan, Yao (2015) Intelligent Home Heating Controller Using Fuzzy Rule Interpolation. In: UKCI 2015 - UK Workshop on Computational Intelligence, 7th - 9th September 2015, Exeter, UK.

[img]
Preview
Text (Full text)
Submitted.pdf - Accepted Version

Download (1MB) | Preview
Official URL: http://www.ukci2015.ex.ac.uk/programme.pdf

Abstract

The reduction of domestic energy waste helps in achieving the legal binding target in the UK that CO2 emissions needs to be reduced by at least 34% below base year (1990) levels by 2020. Space heating consumes about 60% of the household energy consumption, and it has been reported by the Household Electricity Survey from GOV.UK, that 23% of residents leave the heating on while going out. To minimise the waste of heating unoccupied homes, a number of sensor-based and programmable controllers for central heating system have been developed, which can successfully switch off the home heating systems when a property is unoccupied. However, these systems cannot automatically preheat the homes before occupants return without manual inputs or leaving the heating on unnecessarily for longer time, which has limited the wide application of such devices. In order to address this limitation, this paper proposes a smart home heating controller, which enables a home heating system to efficiently preheat the home by successfully predicting the users’ home time. In particular, residents’ home time is calculated by employing fuzzy rule interpolation, supported by users’ historic and current location data from portable devices (commonly smart mobile phones). The proposed system has been applied to a real-world case with promising results shown.

Item Type: Conference or Workshop Item (Paper)
Subjects: G400 Computer Science
Department: Faculties > Engineering and Environment > Computer and Information Sciences
Depositing User: Hubert P. H. Shum
Date Deposited: 02 Nov 2016 11:50
Last Modified: 09 May 2017 14:43
URI: http://nrl.northumbria.ac.uk/id/eprint/28258

Actions (login required)

View Item View Item

Downloads

Downloads per month over past year

View more statistics


Policies: NRL Policies | NRL University Deposit Policy | NRL Deposit Licence