The <str<strong>on</strong>g>12th</str<strong>on</strong>g> <str<strong>on</strong>g>Internati<strong>on</strong>al</str<strong>on</strong>g> <str<strong>on</strong>g>Symposium</str<strong>on</strong>g> <strong>on</strong> <strong>District</strong> <strong>Heating</strong> <strong>and</strong> <strong>Cooling</strong>,September 5 th to September 7 th , 2010, Tallinn, Est<strong>on</strong>iaFigure 4 shows the energy c<strong>on</strong>sumpti<strong>on</strong> in relati<strong>on</strong> tothe outdoor temperature during week l<strong>on</strong>g periods with<strong>and</strong> without heat load reducti<strong>on</strong>s implemented as LC.The squares are from periods without LC <strong>and</strong> thetriangles are from periods with LC. LC in this regardmeans that temporary heat load reducti<strong>on</strong>s are beingperformed in recurring sets throughout the week asl<strong>on</strong>g as the thermal inertia of the building allows it, i.ewithout jeopardizing the indoor climate. In this examplethe energy usage is about 8.2% lower during periods ofheat load reducti<strong>on</strong>s.Figure 6 shows recurring heat load reducti<strong>on</strong>s insteadof single l<strong>on</strong>g <strong>on</strong>es. It is clear that the building is able toresp<strong>on</strong>d to the c<strong>on</strong>trol scheme in this example also.The largest heat load reducti<strong>on</strong> during the recurringscheme is about 25%.Figure 6: Heat load reducti<strong>on</strong>s shown 24 hours withoutreducti<strong>on</strong>s (black), 24 hours with reducti<strong>on</strong>s (dark grey)<strong>and</strong> c<strong>on</strong>trol scheme for reducti<strong>on</strong>s (light grey)Figure 4: Energy usage in relati<strong>on</strong> to outdoor temperature.The squares are values during periods without LC, <strong>and</strong>triangles show periods with LCFigure 7 shows a range of indoor temperature readingsduring periods with heat load reducti<strong>on</strong> (triangles) <strong>and</strong>during periods without (squares). The averagedeviati<strong>on</strong> during heat load reducti<strong>on</strong> is about 0.29 whilethe average deviati<strong>on</strong> during periods without reducti<strong>on</strong>sis about 0.19.Figure 5 shows the heat load (kW) during 24 hourswhen using reducti<strong>on</strong>s compared to not usingreducti<strong>on</strong>s. The c<strong>on</strong>trol scheme is also added to thefigure in order to show when the reducti<strong>on</strong> wasperformed.Figure 5: Heat load showing 24 hours without reducti<strong>on</strong>s(black), 24 hours with reducti<strong>on</strong>s (dark grey) <strong>and</strong> c<strong>on</strong>trolscheme for reducti<strong>on</strong>s (light grey)Figure 5 clearly shows that the reducti<strong>on</strong> in heat loadclosely follows the c<strong>on</strong>trol scheme. The largest heatload reducti<strong>on</strong> is about 30% in this example.247Figure 7: Indoor temperature during periods with heatload reducti<strong>on</strong>s (squares) <strong>and</strong> during periods withoutheat load reducti<strong>on</strong>s (hourglass)Figure 8 shows readings from two different outdoortemperature sensors during a time period of two days.The graph shows the outdoor temperature sensorwhich is c<strong>on</strong>nected to the actual c<strong>on</strong>sumer sub-stati<strong>on</strong>in the building (black line). Normally these sensors areplaced somewhat in the shadow to avoid largefluctuati<strong>on</strong>s due to solar radiati<strong>on</strong>. We added anothertemperature sensor (grey line) in order to estimate the
The <str<strong>on</strong>g>12th</str<strong>on</strong>g> <str<strong>on</strong>g>Internati<strong>on</strong>al</str<strong>on</strong>g> <str<strong>on</strong>g>Symposium</str<strong>on</strong>g> <strong>on</strong> <strong>District</strong> <strong>Heating</strong> <strong>and</strong> <strong>Cooling</strong>,September 5 th to September 7 th , 2010, Tallinn, Est<strong>on</strong>iaimpact of this solar radiati<strong>on</strong>. Hence this sensor wasplaced in full view of the sun. The first day was sunnyduring most of the morning until midday, while thesec<strong>on</strong>d day was cloudier.will lower the need of additi<strong>on</strong>al heating from theradiator system, by coordinating the thermal inertia ofthe building with freely available heat, e.g. heat fromsunlight or electrical appliances, to balance the heatingneed. This noti<strong>on</strong> is supported by our results as wehave shown that the thermal inertia of even a small ormedium sized multi-apartment building is c<strong>on</strong>siderable.How people perceive the indoor climate is dependantnot <strong>on</strong>ly <strong>on</strong> the actual indoor temperature itself but also<strong>on</strong> other factors like air quality, individual metabolism<strong>and</strong> behaviour, radiati<strong>on</strong> temperature <strong>and</strong> airmovement. In relati<strong>on</strong> to this it can be noted thatprevious work have shown that about five percent ofany group of people will always be unsatisfied by theindoor climate [9], <strong>and</strong> that it is not possible to create aperfect climate that will make every<strong>on</strong>e happy.Figure 8: Outdoor temperature sensors placed in theshade (black line) <strong>and</strong> in full view of the sun (grey line)DISCUSSIONWhen dealing with temporary heat load reducti<strong>on</strong>s it isimportant to include the whole process of the reducti<strong>on</strong>.This also includes what happens after the actual heatload reducti<strong>on</strong> has been performed. For example, whenjust restoring the wanted c<strong>on</strong>trol level after a l<strong>on</strong>greducti<strong>on</strong>, e.g night time set-back, the forward flowtemperature in the radiator system will rise much fasterthan the return flow temperature. This causes asubstantial, although temporary, heat load increase inthe radiator system which negates large porti<strong>on</strong>s of theenergy saving d<strong>on</strong>e during the actual reducti<strong>on</strong>. Apartfrom decreasing the local net energy saving thisbehaviour is also less than desired from a system wideperspective, since it causes massive heat load peaks ifd<strong>on</strong>e in many buildings simultaneously, e.g.c<strong>on</strong>tributing to morning peak loads. In order to avoidthis it is important to factor in the whole process of thereducti<strong>on</strong>, <strong>and</strong> make sure that the c<strong>on</strong>trol systemproperly h<strong>and</strong>les the transiti<strong>on</strong> from the reducti<strong>on</strong> levelto the original level. The inability am<strong>on</strong>g mostcommercially available c<strong>on</strong>trol systems to properlyh<strong>and</strong>le this over-compensati<strong>on</strong> is most likelyc<strong>on</strong>tributing a great deal to the lingering c<strong>on</strong>troversywhether night time set-back actually gives an energysaving or not.It is important to realize that the definiti<strong>on</strong> of anacceptable indoor temperature is not about having theindoor temperature at a certain precise level at all time,but rather to have it within a certain, sociallyacceptable, temperature interval at all time. This hasbeen discussed at great length in previous work [6].The general idea is that a greater temperature interval248CONCLUSIONSThere is an <strong>on</strong>going debate whether night time setbackslead to an energy reducti<strong>on</strong> or not. Results fromthis study clearly show an energy saving in relati<strong>on</strong> toheat load reducti<strong>on</strong>s, although this assumes that thec<strong>on</strong>trol system is able to smoothly h<strong>and</strong>le the transiti<strong>on</strong>from reducti<strong>on</strong> to normal operati<strong>on</strong>. The resultsshowing energy saving is evaluated in relati<strong>on</strong> to thetotal energy usage which also includes tap-waterusage. Normally this is estimated to about 30% of thetotal energy use in a multi-apartment building.In prior studies of temporary heat load reducti<strong>on</strong>s thefocus has been <strong>on</strong> the fluctuati<strong>on</strong>s in the indoortemperature as a way of evaluating the energy saving[3]. This idea is based <strong>on</strong> the widespread noti<strong>on</strong> thatany energy saving is linearly proporti<strong>on</strong>al to thetemperature difference between the indoor <strong>and</strong> outdoortemperature. This model might be true in a steady statesimulati<strong>on</strong> where the temperature difference isassumed to have had time to permeate the air mass aswell as the entire building structure, but it is obviouslyinadequate in a dynamic situati<strong>on</strong>. We have insteadfocused <strong>on</strong> the heat load <strong>and</strong> energy usage directly, i.e.the difference between forward <strong>and</strong> return temperaturein relati<strong>on</strong> to the flow within the radiator circuit. In mostof the buildings evaluated there has been ac<strong>on</strong>siderable reducti<strong>on</strong> of energy c<strong>on</strong>sumpti<strong>on</strong> withoutany noticeable change in indoor temperature. Thereas<strong>on</strong> that there does not need to be a measurablechange of the indoor temperature is due to thedynamics of the thermal inertia of the building, e.g. thetime c<strong>on</strong>stant of a building is not a c<strong>on</strong>stant [6]. Thisaspect comes into play when using very short heat loadreducti<strong>on</strong>s, at most <strong>on</strong>e or a few hours l<strong>on</strong>g. During thisfirst part of the reducti<strong>on</strong> it is mainly the actual air massthat is influencing the indoor temperature drop sincethis body has a low resistance to change, i.e. the shorttime c<strong>on</strong>stant [10]. If the heat load reducti<strong>on</strong> isprol<strong>on</strong>ged, like during a night time set-back, the
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the street the more shallow the sha
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P-1P-4P-9P-7E-5P-14P-8The 1
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to heating costs of 14,5 ct/kWh. Th
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academic access is facilitated as t
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produce heat and electricity. Fluct
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