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Scientific Reports volume 13, Article number: 946 (2023 ) Cite this article
The study reported in this paper investigated a set of building fasteners used in ventilated facades. For the building fasteners actually present in the industrial market the values of the effective thermal conductivity were measured experimentally. These values were used next in numerical simulations run with COMSOL Multiphysics software application. The validation of the simulation model was done in specific additional experimental test. The paper presents a method of determining the effective thermal conductivity coefficient for fasteners with a novel design. Temperature distributions and heat fluxes were determined for different variants of multilayer walls with the fasteners. The calculation of the effective thermal conductivity coefficient for a structural profile is based on the heat balance of the measuring stand. The performed tests show not only an expected reduction in the coefficient value for structures in which stainless steel is used. The results also demonstrate that the fasteners with holes cut out in their structures have significantly lower effective thermal conductivity coefficients than those with solid walls. This effect can be justified by the formation of labyrinth-like narrowings extending the conductive heat flow path in the fastener. As a final result of the experimental tests and the COMSOL simulations the application of the effective thermal conductivity as the new indicator of a thermal effectiveness of building fasteners is proposed in industrial practice. Consequently the design of the building fasteners with various shapes of holes is recommended for improving their insulation features.
In the past, the criteria for selecting construction fasteners for the construction of a ventilated wall were mainly strength and mechanical properties. After tightening the regulations on the insulation conditions that must be met by the walls of buildings and the high efficiency of materials insulating the surface of the walls, it turned out that the losses for which the heat flux transmitted by the supporting structures, including building fasteners is responsible, is an increasing share in entire heat losses. This situation forces designers to use construction fasteners with better and better insulating parameters. A new solution, not yet widely used, but as this research has shown—the use of extending the heat flow path holes in fasteners is effective. The authors of the article used standard methods to assess the thermal properties of the tested fasteners: experimental tests and numerical simulations.
Numerical simulations and experimental tests are widely used to study the properties of various building fasteners1,2 in terms of strength3,4 and materials used. Thermal imaging allows the identification of fastener thermal properties5,6 and their impact on wall systems with multiple layers. Ventilated facade systems, a desirable solution due to the energy savings they provide7,8, are studied using numerical simulations9. Studies focus primarily on the effects of seasonal weather on the performance characteristics of a facade10 or the influence of ventilated facades on the energy demand of buildings11. In12, the authors investigated heat transfer coefficients of walls with different quantities of fasteners used to mount the panel on the façade. They found a significant increase in coefficient values of ventilated panels compared to traditional ventilated facade systems. The present article shows that also individual elements of ventilated facades have an impact on heat conduction.
Ventilated facades consist of an interior layer, insulation, ventilation chamber, and exterior finish (outer skin panels). The system reduces the thermal loads due to solar radiation and protects against weather conditions13. Today, there is much research on facades being an indispensable element of the high-rise architecture of modern cities14. The use of ventilated facades has been analyzed in detail in15.
Building fasteners are important elements of ventilated facades and are subject to applicable European16 and Polish17 regulations. As these regulations provide for a gradual reduction of heat transfer coefficients for building partitions, there is a need for a fastener design that will aid in minimizing the coefficients to the required levels. The requirements relating to thermal insulation, strength, and fire safety are currently satisfied by the following options:
Designing fasteners made of materials with a lower thermal conductivity (e.g. stainless steel instead of aluminum alloys);
Increasing fastener design complexity (e.g. use of holes extending the heat flow path);
Applying pads made of insulating materials.
The third option is difficult to implement if the strength and fire safety requirements are to be satisfied at the same time. The first option yields good results but has severe limitations. A material that will meet future requirements for conductivity coefficient while at an acceptable price is hard to find. The second option is up-and-coming, especially in combination with the first option.
This paper presents the results of experimental and simulation studies of the thermal properties of ventilated façade fastening systems in which the first two options were applied. The parameter characterizing these properties is effective thermal conductivity, defined further in the article. The effective thermal conductivity is mainly influenced by the thermal conductivity of the material from which the fastener is made, its design (e.g. the use of openings impeding the heat flow) and thermal resistance at the contact points of heat transfer surfaces. It should be added that the measurement method applied includes the effects of all the factors listed above. Therefore, the effective thermal conductivity so determined characterizes the actual thermal properties of the fastener.
Figure 1 illustrates concept of heat transfer coefficient measurement and the effect of individual input factors, such as the use of openings.
Illustration of the effect of the thermal conductivity of the fastener material and the use of heat flow-impeding openings on the effective conductivity of building fasteners and heat flux transferred. Description: A—heat transfer surface (interface between the fastener and the cooler surface) (m2), L—fastener length in the heat flux direction (m), Th—average temperature of the heater surface (K), Tc—average temperature of the cooler surface (K).
This paper reports the study results for currently available fastening systems used to attach ventilated facades. The design of the fasteners combines options 1 and 2 described above. Figure 2 shows the dimensions of the fastener.
Dimensions of a building fastener for attaching ventilated facades.
Figure 3 presents complete building fastener unit, supplemented with mounting bracket. In the form shown in Fig. 3, the fastener assembly is used to fix the claddings and has been subjected to experimental tests in this form.
Building fastener with mounting bracket.
Thermal balance is the primary method to analyze many practical problems of solid body thermomechanics and building physics.
The measurement of the effective thermal conductivity coefficient λ of a building fastener is based on the heat balance of the measuring stand. By neglecting heat losses to the environment, the numerical value of the heat flux supplied by the electric current flowing through the heater equals the numerical value of the heat flux conducted through the surfaces of the fastener. It can be expressed by Eq. (1):
where \(\dot{Q}_{el}\) —electric power supplied by the heater (W), \(\dot{Q}_{cond}\) —heat flux transferred through the fastener (W).
The stand should ensure the lowest possible heat losses tenvironment to meet the conditions of Fourier’s law of one-dimensional heat conduction. The use of direct current enables a simple and accurate determination of the thermal power supplied by the heater:
The heat flux transferred between two flat surfaces and for the relationships given in Fig. 1, can be written in the way allowing determination of the effective thermal conductivity:
where A—heat transfer surface (interface between the fastener and the cooler surface) (m2), L—fastener length in the heat flux direction (m), Th—average temperature of the heater surface (K), Tc—average temperature of the cooler surface (K), λ—thermal conductivity coefficient for a homogeneous material (W m−1 K−1) or, as used further in this article: λ′—effective thermal conductivity for a non-homogeneous material.
The proposed measurement method determines the actual effective thermal conductivity coefficient that includes the impact of the fastener interior structure (holes extending the heat flow in the heat exchange surface, extrusion) and the influence of thermal contact resistance on its heat conduction capacity.
The tests included measurements of the effective thermal conductivity coefficient of the building fastener presented in Fig. 2. During the measurements under conditions of actual use, the fastener is supplemented with a mounting bracket (Fig. 3) to which the cladding (actual conditions) or the cooler (measurement conditions) is attached. The surface of the component is the heat-receiving surface. The measuring stand was built to the measurement concept presented in “Introduction” section. The schematic diagram of the stand is shown in Fig. 4, and a view of the measuring section is in Fig. 5. The main part is the assembly connecting the tested fastener with the heater and the cooler. Two miniature thermocouples are placed between the fastener wall and the heater. The cooler is attached to the fastener's opposite end, and two miniature thermocouples are placed between the fastener and the cooler. The heater, fastener, thermocouples, and cooler were coated in silicone to reduce the thermal contact resistance at the interface between two heat-conducting surfaces.
Schematic diagram of the measuring stand. Designations: 1—fastener, 2—mounting element, 3—heater, 4—cooler, 5, 6—K-type thermocouples (0.5 mm in diameter), 7—heating resistor, 8—coolant inlet 9—coolant outlet, 10—insulated casing.
(A) View of the experimental section before being insulated and placed in the Dewar flask. Designations as in Fig. 4, (B) View of the experimental section after being placed in the Dewar flask and during the insulation process. Designations: 11—Styrofoam insulation, 12—Dewar flask.
The temperature measuring system consisted of three K-type thermocouples connected to the NI 9211 measuring module and then to the cDAQ-9171 module connected to a PC control (Fig. 6). The script controlling the experiment and data flow was written in LabView. Two thermocouples were placed on the cooling surface and one on the heating surface. The use of only one thermocouple on the heating surface was due to the irregular surface of the fastener. As seen in Fig. 4, the heater consisted of heating resistor 7 and aluminum block 3 for uniform heat distribution. Thermocouples 5 and 6 were placed between the aluminum block and the fastener. The entire temperature measurement path was calibrated using a Testo 735-2 thermometer with a Pt100 Testo 0614 0235 measuring sensor. The measurement was performed under steady-state conditions. As mentioned in the new text, the sample was insulated with a thick layer of Styrofoam and a Dewar flask. The measurement was preceded by a 60 min warm-up period to allow the setup to attain steady state conditions. Then, the actual measurement session comprised 20–30 partial measurements taken every second. The steady state and good thermal insulation of the setup allowed a considerable number of cumulative partial measurements.
Scheme of the measuring system.
In order to obtain a low value of effective thermal conductivity coefficient uncertainty, the measurement system was provided with high accuracy measurement sensors coupled with a computer system for reading and recording data. The LabView environment allowed convenient calibration of the temperature measurement paths, Figs. 7, 8 and Table 1 show an example of a calibration curve for one of the thermocouples in the experimental stand.
Data for plotting the calibration curve being entered in LabView.
Calibration curve for one temperature measurement path.
Calibration of the measurement path consisting of measurement modules by National Instruments and thermocouples K-type by Czaki resulted in the maximum permissible measurement uncertainty of 0.5 K. The calibration covered the range from 20 to 90 °C within which all measurements in the series were made.
The actual calculations determined the effective thermal conductivity coefficient λ′ according to formula (4). During the measurements, the voltage supplying the heater was approx. 10 V and the current flowing through the heater was approximately 0.6 A. Both parameters were constant throughout the experiment. For experiments and calculations, variants of stainless steel and aluminum alloy fasteners were selected and made according to the solutions of various manufacturers. The outer dimensions of the steel fasteners were 50 × 60 × 210 mm, and those of the aluminum alloy fasteners were 40 × 60 × 210 mm. The steel fasteners had strengthening fins on the side mounted to the wall for added rigidity. In one fastener type, holes were cut out (Fig. 1) to reduce the effective thermal conductivity coefficient. This effect was confirmed in this study. The following fastener variants were investigated:
Stainless steel, 5 holes, δf = 3 mm,
The properties of the materials for fastener fabrication are compiled in Table 2.
The calculation results of the fastener average effective thermal conductivity coefficient are presented in Table 3.
Fasteners no. 2 and 3 have similar mechanical strength and dimensions to fastener no. 5 (Table 3) and can be used interchangeably. It thus seems advisable to identify a fastener with the best thermal parameters and determine its potential for reducing heat losses. Fasteners 2 and 3 are directly comparable due to the identical dimensions, type, and thickness. The Table 3 shows that the holes obstructing the heat transfer reduce the effective thermal conductivity coefficient.
It should be noted that the effective thermal conductivity coefficient is based on Eq. (3) and is related to the contact area of the fastener with the surfaces of the heater and cooler.
Aluminum alloy fasteners have much higher thermal conductivity coefficients and their design differ from those made of steel. The diagram allows another inference about the effect of the fastener thickness, i.e., reduced thickness leads to the reduced effective thermal conductivity coefficient of the fastener unit.
The correctness of the method was verified using the measurement of the thermal conductivity of a homogeneous material—a cuboid 50 × 50 × 100 mm made of AW-2017A (AlCu4MgSiA) aluminum alloy. The obtained result for the chosen alloy was 143.5 W m−1 K−1, close to the value specified in EN 573-1 for AW-2017A.
The experimental studies were supplemented with numerical simulations aimed at determining the heat transfer coefficient and heat loss from a unit surface (1 × 1 m) of the ventilated wall.
The simulations were carried out using the commercial COMSOL Multiphysics package18. A digital model of the multilayer wall section with the fastener was based on the assumptions in Fig. 9. The simulations were carried out for variants of 1 × 1 m multilayer wall section with the outer cladding made of (a) fiber-reinforced concrete (λ = 1.5 W m−1 K−1) and (b) aluminum alloy panels (λ = 167 W m−1 K−1). The following two variants were considered:
Stainless steel fastener with heat flow extending holes, δf = 3 mm, λ = 4.26 W m−1 K−1.
Aluminum alloy fastener, δf = 4 mm, λ = 21.04 W m−1 K−1.
Cross-section of a multilayer wall analyzed via numerical simulation. Denotations: 1—wall (reinforced concrete), 2—insulation (mineral wool), 3—air gap, 4—two variants of external cladding: fiber-reinforced concrete, δp = 20 mm, or aluminum alloy panels, δp = 3 mm, 5—fastener.
Table 4 compiles the data of the materials used in the multi-layer wall elements included in the numerical simulations.
Simulation-based calculations were performed in the COMSOL environment18 and included the determination of the temperature fields in the considered sections of multilayer walls, the heat transfer coefficient and the heat flux transferred through the multilayer wall. The simulations were based on the heat transfer equation described for the conditions determined by the relationship:
where T—temperature, λx, λy, λz—thermal conductivity in x, y, z direction respectively, q—heat flux per unit volume.
A differential equation can have an arbitrary number of solutions as the integration constants can be arbitrarily selected. In order to find the correct solution, it is necessary to specify, among others, cross-border conditions, including:
Initial conditions that define temperature distribution in the multilayer wall section at a selected moment of time (time zero).
Boundary conditions that define heat transfer conditions at the outer surface of the multilayer wall section, i.e. ambient temperature (at some distance from the outside of the wall) 253 K and 293 K on the inside and respective and, accordingly, the convective heat transfer coefficients 8 W m−2 K−1; 25 W m−2 K−1. The numerical model consisted of 147,473 tetrahedral elements, which made the calculating effort quite significant but improved the reliability of the results. The error coarser mesh size was larger than for finer one. Numerical simulations were performed for a normal predefined mesh size. The methodology of sensitivity analysis was taken from19 and20.
Figure 10 shows an example of a cross-section of the multilayer wall fragment under analysis. The cross-section shows the temperature field with a color code to assess the low-temperature depth within the cross-section of a multilayer wall.
Computed temperature field in the multilayer wall cross-section cut by a plane passing through the fasteners. Cladding—fiber-reinforced concrete. Cases considered: (a) aluminum fastener, δf = 4 mm (b) aluminum fastener, δf = 2.75 mm, (c) stainless steel fastener δf = 3 mm, (d) stainless steel fastener with holes, δf = 3 mm, (e) stainless steel fastener δf = 2 mm.
Analysis of the temperature field in the building wall shows a significant reduction in low-temperature regions when a corrosion-resistant steel fastener is used and a reduction in the low-temperature depth within the cross-section of the multilayer wall.
Figure 11 shows the temperature field in the transverse cross-sections of the wall fragments. The effect of the fastener location is visible, as are the markedly higher temperature gradients for the aluminum alloy fastener.
Computed temperature field in transverse cross-sections of the multilayer wall with an aluminum cladding. Cases considered: (a) aluminum fastener, δf = 4 mm (b) aluminum fastener, δf = 2.75 mm, (c) stainless steel fastener δf = 3 mm, (d) stainless steel fastener with holes, δf = 3 mm, (e) stainless steel fastener δf = 2 mm.
Table 5 compiles the final result of the simulation, i.e., the heat transfer coefficient and heat flux penetrating through the multi-layer wall. Analysis of the results in Table 5 shows a significant effect of the applied building fasteners on heat loss from the multi-layer wall. The thick mineral wool insulation is a major factor in heat conduction through building fasteners, significantly impacting heat loss.
Type A and type B measurement uncertainties for the effective thermal conductivity coefficient determination were calculated according to the Guide to the expression of uncertainty in measurement21. Type A standard uncertainty was calculated based on the statistical analysis of the measurements with standard deviation from the mean value as the basis. Type B standard uncertainty was determined based on the measurement uncertainties of the devices used in the experiment. The internal measuring system of the TDK Lambda power supply was used to measure the voltage, and the current supplied to the heater, for which the read maximum permissible measurement uncertainty was 0.05% of measured U and 0.3% of measured I. The heat transfer area was calculated on measured linear dimensions of the profile. The measurements were made with a caliper with a read uncertainty of 0.1 mm. To achieve a confidence level above 95%, we adopted the coverage factor kp = 221 in statistical calculations. Table 3 presents the measurement uncertainty for the investigated building fasteners' effective thermal conductivity coefficient.
The proper performance of the numerical simulations should also include the validation stage22. To validate the numerical results, the actual operating conditions of the fasteners were simulated in the experimental stand, Fig. 12. It means the same temperature ranges and temperature differences between the internal and external sides of the wall assumed in the numerical simulation were recorded in the validating experiment.
Schematic diagram of the experimental stand for digital model validation (not to scale). Description: 1—building fastener, 2—heater, 3—thermal imaging camera, 4—aluminum plate that simulates multilayer wall external cladding. Dimensions of the air gap and insulation are given in Fig. 9.
Then, thermograms of the cladding surface connected to the fastener were made with the FLIR SC7600 thermal imaging camera. The temperature profile from the thermal imaging was consistent with the profile obtained from the simulation, which confirms that the measurement and the simulation techniques were done correctly.
Figure 13 illustrates the temperature differences corresponding to the simulation model and the experimental thermograms. The temperature difference area studied was limited by two circles of diameters d1 and d2. The diameter d1, equal to 78 mm, corresponds approximately to that of the circle circumscribed around the fastener’s cross-section. Diameter d2 was twice the diameter d1 for simulation and validation.
Temperature distribution around the interface between the fastener and the cladding at the conditions simulating natural temperatures of both elements: (A) numerical simulation, (B) recorded with thermal imaging camera. The temperature means were evaluated along the circles with diameters d1 and d2.
The numerical results were validated by comparing the obtained values Tsimul with temperature measurements Tmeasured in the corresponding conditions. A numerical model is considered well-validated if the relative difference between the results above is less than 10%23. The relative difference was calculated as follows:
Average values of the temperature simulated and measured at circles with diameters d1 and d2 are given in Table 6, where the value of relative difference ε is also shown.
For all the investigated cases, the difference ε was less than 10%.
The combination of numerical simulations and thermal imaging studies is an effective heat transfer investigation and building rationalization method. The experiment confirmed the accuracy of numerical simulation. Using stainless steel for fasteners is beneficial for heat transfer because steels have lower thermal conductivity than other traditional materials, e.g., aluminum alloys. It should be noted that the effective thermal conductivity coefficient defined in the article is not related to the cross-section of the fastener, but to the contact surface of the fastener with the heater and cooler surfaces. The tests showed a significant reduction of the effective thermal conductivity coefficient for a structure with holes extending the heat flow path. The results show that the fasteners whose walls have been milled have a lower heat transfer coefficient than those with solid walls. This effect can be attributed to the formation of labyrinth-like narrowings in the conductive material, which extend the heat flow path. Future attempts to reduce the effective thermal conductivity coefficient should focus on selecting appropriate steel alloys and optimizing the shape and number of holes extending the heat flux path. Attention should be paid to the fastener strength requirements. Proposed in the presented investigations structural method of improving the fastener thermal properties by extending the heat path flow is a new practice in building industry. The experimental data of the effective thermal conductivity for all tested fasteners proved the effectiveness of this new fastener design. These results recommend the new design of building fasteners with structural holes as the effective and economic way of improving their insulation parameters. The effective thermal conductivity used as an indicator of thermal performance of the fastener of is a new proposal in the subject literature. This indicator should be supported by verifying experimental tests in the way done in the paper.
The datasets generated and/or analyzed during the current study are not publicly available due lack of consent from cooperating entities but are available from the corresponding author on reasonable request.
Heat transfer surface (fastener/cooler interface surface) (m2)
Specific heat (J kg−1 K−1)
Fastener dimension in the heat flux flow direction (m)
Average temperature of the surface (K)
Thermal conductivity coefficient (W m−1 K−1)
Effective thermal conductivity coefficient (W m−1 K−1)
Pozza, L., Saetta, A., Savoia, M. & Talledo, D. Angle bracket connections for CLT structures: Experimental characterization and numerical modelling. Constr. Build. Mater. 191, 95–113. https://doi.org/10.1016/j.conbuildmet.2018.09.12 (2018).
D’Arenzo, G., Rinaldin, G., Fossetti, M. & Fragiacomo, M. An innovative shear-tension angle bracket for cross-laminated timber structures: Experimental tests and numerical modelling. Eng. Struct. 197, 109434. https://doi.org/10.1016/j.engstruct.2019.10934 (2019).
Pošta, J., Hataj, M., Jára, R., Ptáček, P. & Kuklík, P. Comparison of the use of angle brackets in timber joints with eurocode 5. Constr. Build. Mater. 205, 611–621. https://doi.org/10.1016/conbuildmet.2019.02.053 (2019).
Liu, J. & Lam, F. Experimental test of coupling effect on CLT angle bracket connections. Eng. Struct. 171, 862–873. https://doi.org/10.1016/j.engstruct.2018.05.013 (2018).
Graciani, E., Justo, J. & Zumaquero, P. L. Determination of in-plane and through-the-thickness coefficients of thermal expansion in composite angle brackets using digital image correlation. Compos. Struct. 238, 111939. https://doi.org/10.1016/j.compstruct.2020.111939 (2020).
Mahmoodzadeh, M., Gretka, V., Hay, K., Steele, C. & Mukhopadhyaya, P. Determining overall heat transfer coefficient (U-Value) of wood-framed wall assemblies in Canada using external infrared thermography. Build. Environ. https://doi.org/10.1016/j.buildenv.2021.107897 (2021).
Gagliano, A. & Aneli, S. Analysis of the energy performance of an opaque ventilated facade under winter and summer weather conditions. Sol. Energy 205, 531–544. https://doi.org/10.1016/j.solener.2020.05.078 (2020).
Colinart, T., Bendouma, M. & Glouannec, P. Building renovation with prefabricated ventilated facade element: A case study. Energy Build. 186, 221–229. https://doi.org/10.1016/j.enbuild.2019.01.033 (2019).
Suarez , MJ , Sanjuan , C. , Gutierrez , AJ , Pistono , J. & Blanco , E. Energy evaluation of a horizontal open joint ventilated façade .Appl.Therm.Eng.37 , 302–313 .https://doi.org/10.1016/j.applethermal.2011.11.034 (2012).
Diallo, T. M. O. et al. Numerical investigation of the energy performance of an opaque ventilated facade system employing a smart modular heat recovery unit and a latent heat thermal energy system. Appl. Energy 205, 130–152. https://doi.org/10.1016/j.apenergy.2017.07.042 (2017).
Ibañez-Puy, M., Vidaurre-Arbizu, M., Sacristán-Fernández, JA & Martín-Gómez, C. Opaque ventilated facades: Thermal and energy performance review.renew.Sustain.Energy Rev. 79, 180–191.https://doi.org/10.1016/j.rser.2017.05.059 (2017).
Nizovtsev, M. I., Belyi, V. T. & Sterlygov, A. N. The facade system with ventilated channels for thermal insulation of newly constructed and renovated buildings. Energy Build. 75, 60–69. https://doi.org/10.1016/j.enbuild.2014.02.003 (2014).
Santa Cruz Astorqui, J. & Porras Amores, C. Ventilated facade with double chamber and flow control device. Energy Build 149, 471–482. https://doi.org/10.1016/j.enbuild.2017.04.063 (2017).
Gargallo, M., Cordero, B. & Garcia-Santos, A. Material selection and characterization for a novel frame-integrated curtain wall. Materials 2021(14), 1896. https://doi.org/10.3390/ma14081896 (2021).
Article ADS CAS Google Scholar
Aparicio-Fernández, C., Vivancos, J.-L., Ferrer-Gisbert, P. & Royo-Pastor, R. Energy performance of a ventilated façade by simulation with experimental validation.Appl.Thermal Eng. https://doi.org/10.1016/j.applthermaleng.2014.02.041 (2014).
Directive 2010/31/EU of the European Parliament and of the Council of 19 May 2010 on the energy performance of buildings, http://data.europa.eu/eli/dir/2010/31/2018-12-24.
Regulation of the Minister of Transport, Construction and Maritime Economy of 5 July 2013, amending the Regulation on technical conditions to be met by buildings and their location (in Polish) http://isap.sejm.gov.pl/isap.nsf/DocDetails.xsp?id=WDU20130000926.
Pryor R.W. Multiphysics modeling using COMSOL 4: A first principles approach, mercury learning and information, Boston, USA ISBN 1936420090; 978193642 (2012).
Wołosz, K. J. & Wernik, J. On the heat in the nozzle of the industrial pneumatic pulsator. Acta Mech. 227, 1111–1122. https://doi.org/10.1007/s00707-015-1502-4 (2016).
Freitas, C. J. The issue of numerical uncertainty. Appl. Math. Model. 26(2), 237–248. https://doi.org/10.1016/S0307-904X(01)00058-0 (2002).
Evaluation of measurement data: Guide to the expression of uncertainty in measurement, 2008. Joint Committee for Guides in Metrology, JCGM/WG1, 100:2008.
Liu, G. R. & Quek, S. S. The Finite Element Method (Elsevier, 2014). https://doi.org/10.1016/C2012-0-00779-x.
Oberkampf, W. L. & Trucano, T. G. Verification and validation benchmarks. Nucl. Eng. Des. 238, 716–743. https://doi.org/10.1016/b978-0-08-098356-1.00014-x (2008).
The research leading to these results received funding from Faculty of Civil Engineering, Mechanics and Petrochemistry, Warsaw University of Technology, 09-400 Płock, Poland under Grant Agreement No 504/04480/7193/44.000000.
These authors contributed equally: Mirosław Grabowski, Mieczysław E. Poniewski and Jacek Wernik.
Faculty of Civil Engineering, Mechanics and Petrochemistry, Warsaw University of Technology, 09-400, Płock, Poland
Miroslaw Grabowski, Mieczyslaw E. Poniewski & Jacek Wernik
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Conceptualization, M.G. and J.W.; methodology, M.G.; soft-ware, J.W.; validation, M.G. and J.W.; formal analysis, M.G.; investigation, M.G.; data curation, M.G.; writing—original draft preparation, M.G.; writing—review and editing, M.G., M.E.P. and J.W.; supervision—M.E.P. All authors have read and agreed to the published version of the manuscript.
Correspondence is Mirosław Grabowski.
The authors declare no competing interests.
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Grabowski, M., Poniewski, M.E. & Wernik, J. Testing the thermal properties of modern ventilated facade fastening systems. Sci Rep 13, 946 (2023). https://doi.org/10.1038/s41598-023-27748-4
DOI: https://doi.org/10.1038/s41598-023-27748-4
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