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Design of an Automatic Control Algorithm for Energy-Efficient ...

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12 <strong>Control</strong>ler evaluation 123<br />

Table 12.1: The conditions <strong>an</strong>d starting values <strong>for</strong> the simulation test cases.<br />

Test goal<br />

Heat-up Cool-down<br />

Heating<br />

per<strong>for</strong>m<strong>an</strong>ce,<br />

energy savings<br />

Cooling<br />

per<strong>for</strong>m<strong>an</strong>ce<br />

Rainy<br />

autumn<br />

Fogging<br />

prevention<br />

����<br />

����<br />

-10 ℃<br />

80%<br />

30 ℃<br />

70% (����<br />

10 ℃ 15 ℃<br />

�<br />

������ ��� -10 ℃<br />

�� )<br />

50 ℃<br />

100%<br />

20 ℃<br />

80%<br />

15 ℃<br />

����� ��� -10 ℃ 50 ℃ 20 ℃ 15 ℃<br />

�������� ��� ������ ������ ������ ������<br />

Tr<strong>an</strong>sition<br />

period<br />

Heating<br />

m<strong>an</strong>agement<br />

���������� ���<br />

����<br />

��������<br />

�<br />

�������� �������� ��������<br />

��<br />

�<br />

� ��<br />

�<br />

�� ��<br />

�<br />

�� ��<br />

�<br />

��� ��� ��� ���� ��� � ��� � ���<br />

������������ �� �<br />

�� ��� �<br />

�� ��� �<br />

�� ��� �<br />

�� 12.5 Simulation results<br />

In the heat-up test case the functioning <strong>of</strong> the controller in extremely cold conditions is<br />

tested. The results in Figure 12.5 show that the control is able to keep the safety relev<strong>an</strong>t<br />

values in a very good r<strong>an</strong>ge.<br />

The carbon dioxide concentration is always kept at <strong>an</strong> acceptable level. The wind-<br />

screen humidity is also - once defogged - at a very good value <strong>of</strong> around 30 % which<br />

presents no fogging risk. The com<strong>for</strong>t is mainly driven by the temperature which is<br />

slightly cool with around �� ℃. One cause <strong>for</strong> this is the difference in clothing (assumed<br />

by the controller <strong>an</strong>d actual). Another one could be <strong>an</strong> error in the parameters used in<br />

the calculation <strong>of</strong> the me<strong>an</strong> radi<strong>an</strong>t temperature (cf. Section 8.1.2) <strong>an</strong>d the car body heat<br />

tr<strong>an</strong>sfer (Section 10.1). Finally, the compromise between fuel consumption, air quality<br />

<strong>an</strong>d com<strong>for</strong>t leads to a slightly lower temperature th<strong>an</strong> the most com<strong>for</strong>table one. It is<br />

worth mentioning that personal adaptions c<strong>an</strong> be made to improve this (within the heater<br />

capabilities). This is done in <strong>an</strong>other simulation, where the user temperature setting was<br />

ch<strong>an</strong>ged to 75. There, a raise <strong>of</strong> around � ℃ <strong>of</strong> the cabin temperature is observed. The<br />

detailed results c<strong>an</strong> be seen in Appendix D.1.2.<br />

The potential <strong>of</strong> car preconditioning is shown in Figure 12.5 as well. When the

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