Optimal schedule and temperature control of stratified water heaters

被引:13
作者
Engelbrecht, J. A. A. [1 ]
Ritchie, M. J. [1 ]
Booysen, M. J. [1 ]
机构
[1] Stellenbosch Univ, Dept E&E Engn, Stellenbosch, South Africa
关键词
Domestic energy saving; Electric water heater; Energy usage prediction; Legionella; Optimal control; Scheduled control; Water heater temperature control; ECONOMIC-ANALYSIS; HEATING SYSTEM; ENERGY; MANAGEMENT; OPTIMIZATION; PERFORMANCE; LOAD;
D O I
10.1016/j.esd.2021.03.009
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Water heating is a major component of domestic electrical energy usage, in some countries contributing to 25% of the residential sector energy consumption. Demand response strategies can reduce the time-of-use costs and overall electrical energy consumption. We present a method to reduce the electrical energy usage itself. Our novel heating schedule control minimises the electric water heater's energy usage without compromising user convenience. We achieve optimal control, while taking into account the natural temperature stratification of the water in the tank, using the A* search algorithm. Since previous research assumes a one-node thermal model, we also assess the effect of excluding stratification. We match three optimal control strategies to a baseline: the standard "always on" thermostat control. The first two strategies respectively match the temperature and the energy of the hot water supplied by the water heater. The third, a variation on the second, includes a method of preventing the growth of Legionella bacteria. We tested 77 water heaters over four weeks, a week for each season, and all three strategies saved energy. The median savings were 6.3% for temperature-matching, 21.9% for energy-matching and 16.2% for energy-matching with Legionella prevention. Taking stratification into account increased these savings by 1.2%, 5.4% and 5.5% respectively. (c) 2021 International Energy Initiative. Published by Elsevier Inc. All rights reserved.
引用
收藏
页码:67 / 81
页数:15
相关论文
共 47 条
[1]   Performance characterization of an indoor air source heat pump water heater for residential applications in Canada [J].
Amirirad, Afarin ;
Kumar, Rakesh ;
Fung, Alan S. .
INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2018, 42 (03) :1316-1327
[2]  
[Anonymous], 2018, PALGR STU COMICS
[3]  
[Anonymous], 2012, 2012 IEEE 7 INT POW
[4]  
[Anonymous], 2018, 2018 13 IBER C INF S, DOI DOI 10.23919/CISTI.2018.8399181
[5]   Thermal and sanitary performance of domestic hot water cylinders: Conflicting requirements [J].
Armstrong, Peter M. ;
Uapipatanakul, Meg ;
Thompson, Ian ;
Ager, Duane ;
McCulloch, Malcolm .
APPLIED ENERGY, 2014, 131 :171-179
[6]   How much energy can optimal control of domestic water heating save? [J].
Booysen, M. J. ;
Engelbrecht, J. A. A. ;
Ritchie, M. J. ;
Apperley, M. ;
Cloete, A. H. .
ENERGY FOR SUSTAINABLE DEVELOPMENT, 2019, 51 :73-85
[7]   Sustainability through intelligent scheduling of electric water heaters in a smart grid [J].
Booysen, M. J. ;
Cloete, A. H. .
2016 IEEE 14TH INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, 14TH INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, 2ND INTL CONF ON BIG DATA INTELLIGENCE AND COMPUTING AND CYBER SCIENCE AND TECHNOLOGY CONGRESS (DASC/PICOM/DATACOM/CYBERSC, 2016, :848-855
[8]  
Booysen M.J., 2013, P INT C APPL EN ICAE, P1
[9]  
Boudreaux P., 2014, 2014 ACEEE SUMMER ST
[10]   District heating load profiles for domestic hot water preparation with realistic simultaneity using DHWcalc and TRNSYS [J].
Braas, Hagen ;
Jordan, Ulrike ;
Best, Isabelle ;
Orozaliev, Janybek ;
Vajen, Klaus .
ENERGY, 2020, 201