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Theseus-FE Applications Automotive
Simulations to Analyze and Improve Passenger Thermal Comfort
승객의 Thermal Comfort 시뮬레이션
Thermal comfort of passengers in cars, planes, busses and trains is getting more and more important. On the one hand it is an important selling point for mid-class and upper-class cars. On the other hand it is generally a fundamental aspect for customer satisfaction in any mode of tranportation. While a thermally comfortable environment often is not noticed consciously at all, an uncomfortable one certainly is.
New ways of improving the comfort within passenger compartments are constantly being researched. Specialized materials and coatings are checked for their suitability in reducing the negative effect of extreme environmental conditions. Examining their impact on the thermal conditions within a passenger cabin by simulation drastically reduces the costs when compared to physical experiments. The time necessary to test different variants is considerably reduced as well.
Determining the thermal conditions within passenger compartments is one thing. The other one is to combine these with the thermophysical sensation of a human being to get feedback about the sensed comfort level. With the thermal manikin FIALA-FE we offer a widely acclaimed virtual human thermal model based on the doctoral thesis by Dr. Dusan Fiala. This model, supplemented with a selection of comfort models, allows detailed analysis of the comfort sensation of human passengers.
승객의 Thermal Comfort 평가
신체 활동 수준
Every human generates internal heat. In a simulation the amount of heat generated is lumped into a quantity called "activity level". The activity level can be thought of as an index of the intensitiy of work or action performed by the subject. Its unit is the MET, the Metabolic Equivalent of Task. It is normed such that the basal activity level in resting state lies between 0.8 and 1.0 MET. For heavy physical work and normal sports activities, values up to 10 met are reached. Within a car cabin simulation, typically one specifies a value of 1.2 MET for the driver and 1.0 MET for other passengers.
일반적인 활동과 그에 상응하는 대사량 (MET)
의복의 영향
The human body together with its surroundings can be viewed as a thermal system. Depending on the worn clothing, a human body is insulated from the surroundings at different rates. Essential for the insulation effect are thin layers of air encased within the clothing layers. In contrast to solid materials such as wool or any other fabric, air is a very bad conductor of heat and thus leads to high insulation values. It has to be considered that this encased air is squeezed out in contact areas, e.g. when a person sits down onto a seat. This translates into reduced clothing insulation effect in contact areas such as the seat. On the other hand, the seat itself can be considered as a virtual additional clothing layer. In extreme cases the insulation of the contact area is so effective that no heat is dissipated from the human body at all, ultimately leading to sweating of the person sitting on the seat.
THESEUS‑FE allows its users to freely change the virtual human's clothing. Typical compositions representing a summer and winter outfit come shipped with the software and are ready-to-use.
단기 및 장기 Thermal Comfort
Many of the comfort models used in practice are based on a quasi-stationary point of view. That means that the short-term comfort behavior is neglected. An example for this is the cooling effect sensed in the seat contact area for a short time after sitting down. In the long run, due to the high insulation discussed above, heat accumulates and the human body might start to sweat.
시트와 신체 사이의 접촉 영역
열 중립성(Thermal Neutrality)
A thermal system is said to be at neutral state when it is in thermal balance with its surroundings. For the human body this translates to the situation in which all internally generated metabolic heat is fully transferred to the surroundings and physiological regulatory mechanisms like sweating and shivering are turned off.
열 중립성 (Thermal Neutrality) 및 관련 인체 온도값에 대한 예시 결과
Comfort level을 추정하기 위한 지표
PMV 지수
The comfort index PMV stands for "predicted mean vote" and stems from real-world trials with test persons rating their comfort sensations when exposed to different thermal conditions. The method was developed by Fanger and the results are presented on a seven-point scale from cold (-3) to hot (+3). The point of thermal neutrality is set to be at a PMV value of zero. The temperature of a human body (or rather that on its surface) remains contant over time at PMV=0.
PMV < 0 :
cool conditions where more heat is transferred to the surroundings than is produced internally. The temperature of the human body decreases. At extreme conditions the thermophysiology of the human body reacts with shivering to increase the internal heat production.
PMV > 0 :
warm conditions where less heat is transferred to the surroundings than is produced internally. The temperature of the human body rises. Ultimately, the human body reacts with sweating as a regulatory cooling mechanism.
Details on this kind of comfort value can be found in numerous standards, for example ASHRAE 55 and DIN EN ISO 7730.
Global Comfort
The simplest statistical approach is to view the situation PMV=0 as the optimal case. Every deviation from this state means more or less discomfort. Another index by Fanger called PPD (for "percentage of persons dissatisfied") can be used to analyze the average comfort level. It takes into account that a uniform comfort sensation for different people plainly does not exist and postulates that even at PMV=0 at least approx. 5% of the people will be dissatisfied with the thermal climate.
Another approach also available within THESEUS‑FE is to estimate the global comfort by using the mean skin temperature of the human. Two models are the TS (thermal sensation) and DTS (dynamic thermal sensation) indices.
Global Comfort를 판단하기위한 측정변수
For judging the local comfort either the local skin temperature values (or their time derivatives) can be used. Alternatively, the heat flow transmitted from the skin to the surroundings can be used.
Within a simulation with THESEUS‑FE the heat flow between the virtual human and its surroundings is split into four parts:
convective heat flow (between the nearby air and the skin or clothing respectively)
heat exchange resulting from short-wave radiation, e.g. solar radiation
heat exchange resulting from long-wave radiation, i.e. heat exchanged between the virtual human and the car cabin
heat flow within contact areas
These heat flows are highly dependent on the surface temperature of the virtual human. For naked body parts (e.g. the hands) this is equal to the skin temperature. For clothed body parts it is the temperature of the clothing itself that is to be used.
자체 규제 메커니즘을 포함하여 인체에 작용하는 경계조건
등가온도 (Equivalent Temperature)
Another quantity often used when evaluating the thermal comfort of a person is the so-called "equivalent temperature". In plain terms it is the temperature that one "actually feels". One reason for introducing this quantity is that the heat flow derived from a simulation on its own is not very meaningful for most people. Most people will tend to judge the sensation of heat by some kind of familiar temperature value. The definition of the equivalent temperature is inspired by the following question: How high would the temperature within an ideal, enclosed room with homogenous air and wall temperature and without forced air convection need to be to produce the same heat flow at the considered body part? This temperature value is then defined as the equivalent temperature of the body part in question.
5점 척도의 등가온도(Equivalent Temperature)를 기반으로한 Local comfort model의 결과
Local comfort models
THESEUS_FE supports several models for evaluating the local comfort. A well-known example is the Zhang model from UC Berkeley which basically rates the local skin temperatures of different body parts. In contrast to that, the index from ISO 14505 uses local equivalent temperatures and distinguishes between summer and winter clothing. A local comfort model based on equivalent temperatures has the benefit that each local comfort index of any body part can easily be traced back to the heat flow at its surface. This considerably simplifies the process of understanding the reasons for comfort or discomfort in a given situation.
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