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516 IBP REPORT 38 (2011) NEW RESEARCH RESULTS IN BRIEF © Fraunhofer-Institut für Bauphysik IBP Nachdruck oder Verwendung von Textteilen oder Ab- bildungen nur mit unserer schriftlichen Genehmigung Fraunhofer Institute for Building Physics IBP Nobelstrasse 12, 70569 Stuttgart, Germany Phone +49 711 970-00 [email protected] Holzkirchen Branch Fraunhoferstr. 10, 83626 Valley, Germany Phone +49 8024 643-0 [email protected] Kassel Branch Gottschalkstr. 28a, 34127 Kassel, Germany Phone +49 561 804-1870 [email protected] www.ibp.fraunhofer.de FRAUNHOFER INSTITUTE FOR BUILDING PHYSICS IBP BACKGROUND Thermal comfort studies are relevant for several areas of application such as in the aircraft and automotive areas as well as in building HVAC design. We demonstrate the integration of parametric multi-segmented human manikin models into an aircraft cabin for predicting the thermal comfort of passengers to heterogeneous thermal environments. The geometric model of a virtual human is derived from an ergo- nomic model which parametrically defines the armature model. Computational Fluid Dynamics (CFD) is used for modeling fluid flow and for predicting local heat trans- fer between manikin surface elements and the environment. Quantitative evaluation is made through comparison of the obtained numerical results with internally available measurement data of former projects. PARAMETRIC HUMAN MANIKIN MODELING A multi-segmented thermo physiological manikin model is used in order to predict the response of the human body to vary- ing environmental conditions. The segmen- CFD MODELING AND SIMULATION OF AIRCRAFT CABIN USING PARAMETRIC HUMAN MANIKIN MODELING Sandeep Rao Bolineni, Christoph van Treeck tation of the underlying geometric model follows the specific settings of the thermo physiological model which consists of a concentric layer structure. For example, the upper arm is divided into three segments (interior, posterior and inferior), the model on a whole consists of 48 segments (Figure 1). Both male and female models are derived from an ergonomic RAMSIS model, which provides access to anthropometric data and is a widely accepted industry standard. Transforming body parts according to an ergonomic model which relates topological dependencies is also allowed. Surfaces con- sidered as artificial skin thereby follow pos- ture changes due to geometric constraints of the applied CAD model, respectively. PARAMETRIC AIRCRAFT CABIN MODEL A parametric interior aircraft cabin model is developed providing a common geometric base for different configurations. Following the parameterization methodology within the CAD system Catia V5, the interior mod- el can be changed into different configura- tions ranging from business class to econo- my class seats. D b IM 516.indd 1 09.12.2011 12:24:33

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Page 1: IBP RePoRt

516

F R A U N H O F E R I N S T I T U T E F O R B U I l d I N g p H y S I c S I B p

IBP RePoRt38 (2011) New ReseaRch Results IN BRIef

© Fraunhofer-Institut für Bauphysik IBP Nachdruck oder Verwendung von Textteilen oder Ab-bildungen nur mit unserer schriftlichen Genehmigung

Fraunhofer Institute for Building physics IBp

Nobelstrasse 12, 70569 Stuttgart, GermanyPhone +49 711 [email protected]

Holzkirchen Branch Fraunhoferstr. 10, 83626 Valley, GermanyPhone +49 8024 [email protected]

Kassel Branch Gottschalkstr. 28a, 34127 Kassel, GermanyPhone +49 561 [email protected]

www.ibp.fraunhofer.de

F R A U N H O F E R I N S T I T U T E F O R B U I l d I N g p H y S I c S I B p

BAckgROUNdThermal comfort studies are relevant for several areas of application such as in the aircraft and automotive areas as well as in building HVAC design. We demonstrate the integration of parametric multi-segmented human manikin models into an aircraft cabin for predicting the thermal comfort of passengers to heterogeneous thermal environments. The geometric model of a virtual human is derived from an ergo-nomic model which parametrically defines the armature model. Computational Fluid Dynamics (CFD) is used for modeling fluid flow and for predicting local heat trans-fer between manikin surface elements and the environment. Quantitative evaluation is made through comparison of the obtained numerical results with internally available measurement data of former projects.

pARAmETRIc HUmAN mANIkIN mOdElINgA multi-segmented thermo physiological manikin model is used in order to predict the response of the human body to vary-ing environmental conditions. The segmen-

cfD MoDelINg aND sIMulatIoN of aIRcRaft caBINUSINg pARAmETRIc HUmAN mANIkIN mOdElINg

Sandeep Rao Bolineni, christoph van Treeck

tation of the underlying geometric model follows the specific settings of the thermo physiological model which consists of a concentric layer structure. For example, the upper arm is divided into three segments (interior, posterior and inferior), the model on a whole consists of 48 segments (Figure 1). Both male and female models are derived from an ergonomic RAMSIS model, which provides access to anthropometric data and is a widely accepted industry standard. Transforming body parts according to an ergonomic model which relates topological dependencies is also allowed. Surfaces con-sidered as artificial skin thereby follow pos-ture changes due to geometric constraints of the applied CAD model, respectively.

pARAmETRIc AIRcRAFT cABIN mOdElA parametric interior aircraft cabin model is developed providing a common geometric base for different configurations. Following the parameterization methodology within the CAD system Catia V5, the interior mod-el can be changed into different configura-tions ranging from business class to econo-my class seats.

References [1] Lesieur, M. and Metais, O.: New trends in large-eddy simulations of turbulence, Ann. Rev. Fluid Mech., 28 (1996) p. 45--82[2] Curle, N.: The influence of solid boundaries upon aerodynamic sound. Proc. Roy. Soc., London, A231 (1955) p. 505–514

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Page is color controlled with Prinect Color Editor 4.0.096 Copyright 2010 Heidelberger Druckmaschinen AG http://www.heidelberg.com You can view actual document colors and color spaces, with the free Color Editor (Viewer), a Plug-In from the Prinect PDF Toolbox. Please request a PDF Toolbox CD from your local Heidelberg office in order to install it on your computer. Applied Color Management Settings: Output Intent (Press Profile): ISOcoated_v2_eci.icc RGB Image: Profile: HDM sRGB Profile.icm Rendering Intent: Perceptual Black Point Compensation: no RGB Graphic: Profile: RGB2CMYK.icc Rendering Intent: Perceptual Black Point Compensation: no Device Independent RGB/Lab Image: Rendering Intent: Perceptual Black Point Compensation: no Device Independent RGB/Lab Graphic: Rendering Intent: Saturation Black Point Compensation: no Device Independent CMYK/Gray Image: Rendering Intent: Perceptual Black Point Compensation: no Device Independent CMYK/Gray Graphic: Rendering Intent: Perceptual Black Point Compensation: no Turn R=G=B (Tolerance 0.5%) Graphic into Gray: yes Turn C=M=Y,K=0 (Tolerance 0.1%) Graphic into Gray: no CMM for overprinting CMYK graphic: no Gray Image: Apply CMYK Profile: no Gray Graphic: Apply CMYK Profile: no Treat Calibrated RGB as Device RGB: yes Treat Calibrated Gray as Device Gray: yes Remove embedded non-CMYK Profiles: yes Remove embedded CMYK Profiles: no Applied Miscellaneous Settings: Colors to knockout: no Gray to knockout: yes Pure black to overprint: no Turn Overprint CMYK White to Knockout: yes Turn Overprinting Device Gray to K: yes CMYK Overprint mode: set to OPM1 if not set Create "All" from 4x100% CMYK: yes Delete "All" Colors: no Convert "All" to K: yes
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INTEgRATEd mESH mOdElIn the shown example, eight different sized manikins (male and female) are integrated into the aircraft cabin model which consists of nine rows confi gured in 2-4-2 economy class seats; the model on a whole consists of 72 manikins. To resolve the boundary layer around the human body, fi ve layers of extruded triangular prisms are created at the surface of the manikin as shown in Fig-ure 2. A typical hexacore mesh of the com-putational domain consists of about 20 mil-lion cells. The meshes are generated using the commercial meshing tools ANSYS ICEM CFD and TGrid.

1 Parametric

human manikin model

2 Geometric

aircraft model and

mesh model.

BOUNdARy cONdITIONSThe physical parameters are taken from real scale experiments conducted at the Flight Test Facility (FTF) of Fraunhofer IBP. In this confi g-uration, the air which is blown from the in-lets into the cabin has a velocity of approx. 0.5 m/s and temperature of approx. 8 °C. The surface temperatures of the cabin walls and seats are set to 22 °C and 28 °C, respec-tively. The initial temperature inside the cab-in was taken as 24 °C. Manikin skin tem-peratures, the dynamic response of an indi-vidual to changes of the thermal environ-ment are adapted from a thermoregulation model. The airfl ow is modeled using the Reynolds averaged Navier Stokes equations (RANS) with a SST-kω Turbulence model us-ing the commercial software ANSYS Fluent.

RESUlTSThe temperatures of the fl ow fi eld and man-ikin skin temperatures are analyzed inside the aircraft cabin. As shown in Diagram 1 the temperatures range from 8 to 32.5 °C observed asymmetrical inside the aircraft cabin, which is mainly due to variable mani-kin sizes. The air blown from the inlets with a velocity of 0.5 m/s increases smoothly, reaching 1.7 m/s at the outlets (Diagram 2). Further comparison of numerical and ex-perimental results is made in terms of tem-perature and velocity. First results show satisfactory agreement between CFD and experimental results.

ONgOINg dEVElOpmENTSWe currently develop a parametric convec-tive heat transfer coeffi cient model data-base based on a series of such CFD simula-tions for well-defi ned fl ow confi gurations. The data base will be made available as part of our co-simulation middleware de-velopments in the future in order to para-metrically assess heat transfer between thermal manikin surface elements and the surrounding micro climate in coupled tran-sient simulations.

1 2

posterior

48 segments

anterior anterior

posterior inferior inferior

Diagram 1: Temperature plot at cabin cross section

Diagram 2: Visualization of air fl ow velocity at cabin cross section

IM 516.indd 2 09.12.2011 12:24:34

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