Human Thermal Comfort for Architectural Analysis

About the ThermoAnalytics Human Comfort Module

The ThermoAnalytics Human Comfort Module is a collection of user routines and property database that is available under a separate license to operate with RadTherm, RadThermIR or MuSESPro to simulate the thermal response of a human body when exposed to environments with significant thermal loads. The additional biothermal phenomena, including thermoregulatory mechanisms, are fully handled by this module, which functions as a dynamically linked library (DLL). The Human Comfort Module can accurately calculate metabolic rates and blood perfusion energy rates, as well as respiratory heat losses and evaporation from the skin. The module is an active component operating within RadTherm or MuSESPro during the solution process, and it incorporates a localized clothing database. The body core temperature, as well as localized body segment temperatures are accurately predicted; and based on these values, a thermal comfort index using the ASHRAE seven-point scale (-3 to +3), is computed.

Human thermal comfort in Prius automobile.

Common Applications

The Human Comfort Module is useful for determining the comfort of humans in the design of clothing, aircraft, vehicles, and buildings; and can also be applied to address the safety concerns of humans working in thermally significant environments such as firefighters, pilots, foundry workers, and soldiers. The Human Comfort Module operates with Version 9.0 of RadTherm, RadThermIR and MuSES. For certain applications, such as the Federal Aviation Administration certification of aircraft thermal safety for pilots and passengers, the Human Comfort Module has been validated against the ASHRAE two-node model.

Thermal analysis of human comfort in a Prius automobile

Human Thermal Comfort in an Office Environment with Solar Loading Through SE Facing Window, Phoenix, AZ

This sample model demonstrates a human thermal model seated and working on a computer at a typical L-shaped desk, enjoying a hot cup of coffee as his internal feedback loops are stabilized. The model is set up as a transient analysis starting in the early morning hours and proceeding through noon. The human virtual model faces southeast, with a window that transmits solar loading directly to him and the office equipment surrounding him. He is exposed to a stable office air temperature and exchanges radiation with the walls, desk, chair back, and computer LCD display. Using a new feature in Version 9.0, Face-to-Face Conduction, his legs and buttocks are in direct conductive contact with the chair seat, and his hand is in direct conductive contact with the external surface of his coffee cup. Inside the cup is a fluid part with an assigned initial temperature of 80ºC to capture the transient cool down of the coffee from an appropriate post-brew and pour temperature (our virtual friend having wisely brewed at the optimal temperature of 95ºC).

Human thermal comfort of person in office chair

The southeast wall of the room is exposed to the natural outdoor environment, and the other three walls are given internal boundary conditions, representing a single office within a larger building without having to explicitly model the rest of the building. The environment was defined as Phoenix, Arizona, in August, so the solar intensity and external ambient temperature are quite severe.

Human thermal comfort simulation of man in office chair

Geometry and Mesh

The office, desk, PC, keyboard, mouse and chair were created in Alias Maya software, the human model was created in Poser, and all parts were meshed using ANSA. The human model was parted out based on clothing and physiological boundaries. For users that require human models to be posed and in contact with specific geometry or environments, ThermoAnalytics now offers engineering services to set up and mesh human models perfectly suited to any furniture, cockpit, vehicle cabin, or architectural environment. Contact us to review your needs in detail.

Human thermal comfort of office building environment

Boundary Conditions for the human model were imported from an ASCII file through the Human Comfort Module DLL, called boundaryconditions.txt. The Human Comfort Module supports layered clothing; the model is setup with briefs under trousers, for example, and a T-shirt under the dress shirt for upper arms, shoulders, upper abdomen, and lower neck.

Boundary Conditions for the human model were imported from an ASCII file through the Human Comfort Module DLL, called boundaryconditions.txt. The Human Comfort Module supports layered clothing; the model is setup with briefs under trousers, for example, and a T-shirt under the dress shirt for upper arms, shoulders, upper abdomen, and lower neck.

Human thermal comfort model geometry and mesh

The Human Comfort Module accurately assigns thermal and mass resistances to each layer of clothing and connects it to the skin beneath. While clothing resistances to both heat transfer and diffusion of moisture can be defined by the user, a full library—including over 100 standard articles of clothing—is provided with the license. The human virtual thermal model in this case was assigned an activity level of 1.1, indicating a low level (equivalent to filing papers according to the ASHRAE handbook).

To simulate a transient environment, we seed the Human Comfort Module with a temperature distribution for the body tissues based on an initial conditions state obtained from a previous analysis involving neutral ambient conditions. These initial conditions are imported by the Human Comfort Module at the start of the transient analysis. Because of this change in boundary conditions at the start of the transient analysis, a few time steps may exhibit oscillatory behavior and should be discarded. There are several feedback loops executed in the computation of human comfort, such as blood flow perfusion, arterial dilation/constriction, and shivering/sweating; the first hour of analysis may be discarded as the virtual thermal dummy acclimates to the environment. The transient analysis can also be initiated as a transient restart of a thermally neutral, steady-state environment.


Part # Part Name Compartment Clothing ID Description
1 Thorax Thorax 5,2 #T-Shirt and long sleeve shirt
2 Feet Feet 101,106 #Dress socks, shoes
3 Legs Legs 30 #Straight long loose denim trousers
4 Face Face 0 #Nude
5 Head Head 0 #Nude
6 Upper Neck Neck 0 #Nude
7 Lower Abdomen Abdomen 90,30 #Briefs + Denim
8 Hands Hands 0 #Nude
9 Upper Arms Arms 5,2 #T-Shirt and long sleeve shirt
10 Shoulders Shoulders 5,2 #T-Shirt and long sleeve shirt
11 Upper Abdomen Abdomen 5,2 #T-Shirt and long sleeve shirt
12 Lower Neck Neck 5,2 #T-Shirt and long sleeve shirt
13 Lower Arms Arms 2 #T-Shirt

# Shirts Icl* Re,cl* fcl*
1 Long-sleeve, bow at neck (broadcloth) 0.786 0.0115 1.25
2 Long-sleeve, shirt collar (broadcloth) 0.804 0.0119 1.235
3 Long-sleeve, shirt collar (flannel) 1.216 0.0235 1.235
4 Short-sleeve, shirt collar (broadcloth) 0.754 0.0108 1.233
5 Short-sleeve, sport shirt (double knit) 0.636 0.0085 1.05

Thermal mass and resistances of the human tissues are defined in layers, and again a simple text file is used to define the layering. For example, the head has four layers:

Materials

#Cmprt   Layer Matl k density  c wbl0 qm0 r(m)
Head 3 Brain 0.49 1080 3850 10.132 13400 0.086
Head 2 Bone 1.16 1500 1591 0 0 0.1005
Head 1 Fat 0.16 850 2300 0.0036 58 0.102
Head 0 Skin 0.47 1085 3680 5.48 368 0.104

Results

Animation of surface temperatures

Thermal Sensation (TS)

The plot below represents the pseudo-steady-state value of TS for the virtual human in the office. TS considers only the temperature state at any moment in time, and the thermal history of the ‘human’ is not considered. It uses the ASHRAE scale below: -3 represents a human feeling very cold, +3 represents very warm, and 0 represents thermally comfortable.

Plot represents the pseudo-steady-state value of thermal sensation for the virtual human in the office.

Dynamic Thermal Sensation (DTS)

DTS is an extension of the TS value and provides a more accurate prediction of human thermal comfort under rapidly changing transient conditions. Unlike TS (Thermal Sensation), it does consider the time-varying experience of a human exposed to transient thermal conditions. Therefore the history of the human model’s core temperature and body segment temperatures is considered in computing this value. This makes greater intuitive sense as short-term exposure to a warm or cold environment does not produce the same level of dissatisfaction as protracted exposure.

Validation againt the PMV Method

One validation exercise we can easily carry out for the ThermoAnalytics Human Comfort Module is to compare its results with the much simpler but well-established PMV method, which is straightforward. Its only input parameters are whole body values of clothing insulation, metabolism, external work, air temperature, mean radiant temperature, air velocity, and relative humidity. In brief, this method can be described as a simple energy balance, in which a human comfort index is estimated from a difference in heat generated by the human body with the heat lost from the body to the surroundings.ASHRAE human comfort scale


View More Sample Models

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Human Thermal Comfort for Architectural Analysis

The Human Comfort Module is available under a separate license to simulate the thermal response of a human body in an environment with significant thermal loads.

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