Cited by 143Thermal properties of materialsHeat Transfer and Numerical MethodsThermography and Photoacoustic Techniques

The DOI matches its Crossref record; 33 of the 33 references it cites were found in a registry or an index; none of the 89 sources its claims cite is checked for support yet.

The Review of Some Commonly Used Methods and Techniques to Measure the Thermal Conductivity of Insulation Materials

Open access
Yüksel, Numan·2016·Insulation Materials in Context of Sustainability

Abstract

The use of insulation materials is considered as one of the most effective means of conserving energy in various fields. Thermal insulation materials enable systems to achieve energy efficiency. Many different thermal insulation materials have been developed to reduce heat flow by limiting conduction, convection, and/or radiation while performing one or more functions. These functions may vary in the context of thermal design, numerical simulations, and a wide range of engineering problems, such as determining the heat loss, temperature field, isolation, and cooling conservation, and in a variety of other technologies. One of the most effective ways to identify and determine performance is effective thermal conductivity. The thermal measurement performance is usually evaluated in a temperature and signal gradient for single or combined homogeneous/heterogenous materials. The two main categories of thermal conductivity measurement techniques are steady‐state methods and transient methods. The aim of this chapter is to present various measurement methods and to investigate their suitability for method purposes. This chapter presents new and accurate experimental techniques and methods for measuring the thermal conductivity of several most commonly used insulation materials. Some of these methods are commonly used in the field for measuring the thermal property of insulation materials. On the other hand, different insulation measurement practices are presented depending upon the overall structures. The analysis predicting the thermal conductivities of insulation materials is also discussed.

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

This chapter reviews steady-state and transient methods for measuring the thermal conductivity of insulation materials, comparing their temperature ranges, uncertainties, material suitability, and standards. It concludes that no single measurement method or predictive model is universally applicable, so method choice must match material structure and measurement conditions.

Key findings

  • Thermal conductivity measurement is divided into steady-state and transient methods; steady-state methods are traditionally considered more accurate for dry materials but are slow, while transient methods are faster and can directly determine thermal diffusivity.
  • The guarded hot plate is described as the most commonly used and most effective method for insulation materials and can achieve a relative uncertainty of 2%, but interlaboratory comparisons of 20 different GHPs showed deviations from +13% to -16%.
  • The heat-flow meter is comparative/relative and fast for low-conductivity materials; measurement uncertainties are approximately 3% at room temperature and 10–20% at high temperatures, with maximum temperature limits of about 200°C.
  • The hot-disk/TPS method covers 0.005–500 W/(m K) over 30–1200 K and usually produces results in under 10 min; for glass fiber, measured conductivities were 20% and 12% higher than claimed values for lower and higher densities, respectively, and for rock wool the higher-density measured value was 8% higher than claimed. Laser flash can achieve 3–5% relative uncertainty at high temperatures.

Methods

  • Design: narrative review/book chapter surveying experimental techniques for thermal conductivity measurement of insulation materials, including steady-state methods (guarded hot plate, heat-flow meter, direct heating, pipe) and transient methods (hot wire, hot disk, laser flash, 3-ω, Fitch, photothermal).
  • Data or sample: no primary experimental sample is reported; the chapter synthesizes published literature, standards, and a comparison table of methods by temperature range, uncertainty, materials, and advantages/disadvantages.
  • Main analysis: descriptive comparison of method suitability, ranges, uncertainties, and limitations, plus a review of predictive models such as series/parallel, geometric mean, Maxwell, effective medium theory, and Russell models.

Limitations

  • Stated: no single measurement method is applicable to all thermal conductivity measurements; no single model or prediction procedure is universally applicable; accuracy of any method or model is limited by physical properties and other factors.
  • Stated: manufacturers’ claimed thermal property values are sometimes questionable because density and temperature tested are not always reported; predicted thermal conductivities cannot reasonably be expected to be better than 5%.
  • Evident: as a review chapter, it does not report a new experimental dataset or primary measurements; method comparisons rely on cited literature and standards.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.5772/64157

Cites

33 of 33 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Verification

Claims the paper makes

0 of 89 cited sources checked · 0 supported · 0 flagged

  • Interpretationnone given

    A disadvantage of steady-state methods is lengthy time requirements.

    “Two disadvantages of steady-state methods are the lengthy time requirements and the difficulty of determining heat loss, especially at high temperatures.”
    Quote in the paperNot a substantial claim
  • Premisenone given

    In the laser flash method, measurement of thermal diffusivity is calculated based on the relative temperature change as a function of time only.

    “The measurement of the thermal diffusivity is calculated based on the relative temperature change as a function of time only.”
    Quote in the paperNot a substantial claim
  • Premisecitation

    In many cases, it is possible to replace the temperature measurements at two opposite surfaces with a measurement as a function of time at only one position on the specimen.

    “In many cases, it is possible to replace the temperature measurements at two opposite surfaces with a measurement as a function of time at only one position on the specimen [7].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [7]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Premisecitation

    The steady-state method is also in agreement between thermal measurements and practical application of insulations.

    “It is also in the agreement between the thermal measurements and practical application of insulations [28].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [28]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Premisecitation

    The GHP is unsuitable for materials in which there is a potentiality for moisture migration.

    “The GHP is most suitable for dry homogeneous specimens [15], but it is unsuitable for materials in which there is a potentiality for moisture migration [16].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [16]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. 70
  • It may state two separate claims as one. 34
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    There are two basic techniques for measuring thermal conductivity: steady-state methods and transient or non-steady-state methods.

    “In general, there are two basic techniques for measuring thermal conductivity: steady-state methods and transient or non-steady-state methods [1,3].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [1]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [3]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    The laser flash method is often employed for highly conductive ceramics, metals, and some composites.

    “The laser flash method is often employed for highly conductive ceramics, metals, and some composites [2].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationreasoning

    This method is also more appropriate for high moisture content materials because of the signal and response in the specimen.

    “This method is also more appropriate for high moisture content materials because of the signal and response in the specimen.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Premisenone given

    The hot-wire and guarded hot-plate techniques considerably require both larger specimens and a precisely known thickness.

    “The hot-wire and guarded hot-plate techniques considerably require both larger specimens and a precisely known thickness.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    The hot-strip method is very similar to the hot-wire technique except for an extended strip.

    “The hot-strip method is very similar to the hot-wire technique with the exception of an extended strip.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    Using a stabilized electrical power supply ensures that the hot-wire heat source produces a constant output.

    “The use of a stabilized electrical power supply ensures that the heat source produces a constant output.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisenone given

    The main advantages of hot-disk measurement are that it produces results quickly, usually in under 10 min, and that different sensor sizes can accommodate different specimen types.

    “The main advantages of the hot-disk measurement are that it produces results quickly (usually in under 10 min), and that different sensor sizes can be used to accommodate different specimen types.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Interpretationnone given

    Unlike the single-specimen method, the symmetrical setup can be used for investigating solid materials.

    “Unlike the single-specimen method, the symmetrical setup can be used for investigating solid materials.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationnone given

    The hot-wire technique is a good method to determine the thermal conductivity of liquids.

    “The hot-wire technique is a good method to determine the thermal conductivity of liquids.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    The coating materials for the TPS sensor are most commonly Kapton for measuring temperatures between 30 and 450 K, Mica for higher temperatures up to 1200 K, and Teflon.

    “The coating materials are most commonly Kapton for measuring temperature ranges between 30 and 450 K, Mica for higher temperatures of up to 1200 K [25], and Teflon.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [25]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Interpretationnone given

    Among transient methods, the hot-wire and the laser flash methods are commonly used for measuring the thermal conductivity of different materials provided in Table 1.

    “Among transient methods, the hot-wire and the laser flash methods are commonly used for measuring the thermal conductivity of different materials provided in Table 1.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    The hot-wire method is practical for foams, fluids, and melted plastics, but it is impractical for solids.

    “It is practical for foams, fluids, and melted plastics, but it is impractical for solids [5].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [5]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Although large specimen size is cited as a potential disadvantage, size is usually not a serious issue.

    “Although Reference [12] cites large specimen size as a potential disadvantage, size is usually not a serious issue [8].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [8]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • It may state two separate claims as one.

    Interpretationreasoning

    Test time is obtained in a few minutes or a subsecond time intervals for transient methods.

    “Therefore, test time is obtained in a few minutes or a subsecond time intervals for transient methods.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Interpretationnone given

    The advantages of transient methods are mainly distinguished by the short amount of time needed, so that various thermal values can be determined in the measurement process.

    “The advantages of transient methods are mainly distinguished by the short amount time needed, so that various thermal values can be determined in the measurement process.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Interpretationreasoning

    In the two specimen apparatus, the main advantage is that heat loss from the hot plate can be controlled more effectively due to the symmetrical arrangement of the specimen on each side of the heater.

    “In the two specimen apparatus, the main advantage is that heat loss from the hot plate can be controlled more effectively due to the symmetrical arrangement of the specimen on each side of the heater.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    The pipe method has the disadvantage of deviations from the radial symmetric temperature field with respect to the wire method, but an adequate mathematical model and evaluation procedure can compensate for this disadvantage.

    “Although the pipe method has the disadvantage of deviations from the radial symmetric temperature field with respect to the wire method, adequate mathematical model and evaluation procedure can compensate for this disadvantage [7,23,24].”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [7]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [23]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [24]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • It may state two separate claims as one.

    Premisecitation

    The steady-state method, i.e. the guarded hot plate, is superior to the hot-wire method for testing nonisotropic materials despite the long duration and higher costs of steady-state measurements, because of its high reliability in the entire temperature range investigated.

    “As a result, the test procedure of the steady-state method (i.e., the guarded hot plate) is superior to the hot-wire method for testing nonisotropic materials despite the long duration of those steady-state measurements, the higher costs of the steady-state apparatus due to the high reliability in the entire temperature range investigated [28].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [28]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    The TPS technique is used for measuring the thermal conductivity of insulation materials and electrically conducting materials.

    “The TPS technique is used for measuring the thermal conductivity of insulation materials and electrically conducting materials [12].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [12]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    In the laser flash method, thermal diffusivity is calculated based on the thickness d of the specimen, typically 2 mm, and the time t1/2.

    “The thermal diffusivity is calculated based on the thickness d of the specimen (typically 2 mm) and the time t 1/2 [20].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [20]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • It may state two separate claims as one.

    Study design and conductcitation

    In the hot-wire method, connecting leads to the ends of the hot wire and using two hot wires of differing lengths in a differential mode eliminates interference from axial conduction via the large-diameter current supply.

    “In order to eliminate the interference of axial conduction via the large-diameter current supply, leads are connected to the ends of the hot wire, and also two hot wires of differing lengths are utilized in a differential mode [7].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [7]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Premisenone given

    The transient plane source (TPS) technique is a recent development of the hot-strip method.

    “The transient plane source (TPS) technique is a recent development of the hot-strip method.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.

    Interpretationreasoning

    For this reason, the hot-wire method is avoided in favor of an increasingly popular variation, the hot-strip method, which is used for measurements on solids.

    “For this reason, the hot-wire method is avoided in favor of an increasingly popular variation, the hot-strip method, which is used for measurements on solids.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    The parallel-wire method is advantageous for anisotropic materials and for materials with thermal conductivity above 2 W/(m K).

    “The parallel-wire method is advantageous when applied to anisotropic materials and for materials in the magnitude of a thermal conductivity above 2 W/(m K) [20].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [20]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • It may state two separate claims as one.

    Interpretationreasoning

    These disadvantages can be overcome by the direct heating method, which can be used for electrically conductive materials such as metals.

    “These disadvantages can be overcome by the direct heating method, which can be used for electrically conductive materials such as metals.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Transient methods generally employ needle probes or wires.

    “Transient methods generally employ needle probes or wires [4].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [4]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    Some modifications of the laser flash method have been developed to determine directly the thermal conductivity by performing measurement of the specific heat capacity.

    “The some modifications have been developed to determine directly the thermal conductivity by performing measurement of the specific heat capacity.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationnone given

    With a guarded heater and/or thermal insulation, a relative uncertainty of 2% for thermal conductivity measurements can be achieved.

    “With a guarded heater and/or thermal insulation, a relative uncertainty of 2% for thermal conductivity measurements of can be achieved.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    The maximum temperature limit for the heat-flow meter method is approximately 200°C.

    “The maximum temperature limits are approximately 200°C for the heat-flow meter method [7] and about 100°C in practical applications [2].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [7]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • It may state two separate claims as one.

    Premisecitation

    The TPS technique can provide values without interference of thermal contact resistance, without prolonged measurement times, and without extensive specimen preparation.

    “The TPS technique can provide the values without the interference of thermal contact resistance, without prolonged measurement times, and without extensive specimen preparation [26].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [26]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Steady-state methods are considered more accurate than transient methods for testing dry materials.

    “Transient heat transfer methods are capable of directly determining thermal diffusivity, whereas steady-state methods are considered to be more accurate than transient methods for testing dry materials [6].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [6]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    A potential disadvantage of GHP is that the temperature gradient must be relatively large.

    “Other potential disadvantages are that the temperature gradient must be relatively large, the specimen width must be large, and also that the contact resistance between the thermocouple and the specimen surface poses a major source of error [12].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [12]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.

    Interpretationreasoning

    The GHP method is appropriate for these kinds of metal because the determination of the temperature difference is the main challenge when measuring materials with high thermal conductivity (e.g., metals).

    “The GHP method is appropriate for these kinds of metal because the determination of the temperature difference is the main challenge when measuring materials with high thermal conductivity (e.g., metals).”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    Transient measurements can be made relatively quickly, which is an advantage over steady-state techniques.

    “These measurements can be made relatively quickly, which garners an advantage over steady-state techniques [4,5,7].”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [4]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [5]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [7]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    The heat-flow meter method is sometimes used for glasses and ceramics and for other materials with thermal conductivities lower than about 5 W/(m K).

    “Insulation materials and polymers (k < 0.3 W/(m K)) are usually tested via the heat-flow meter method, and sometimes it is used for glasses and ceramics and for other materials with thermal conductivities lower than about 5 W/(m K) [7].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [7]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    For measuring the conductivity of nonsolid materials, it is necessary to heat the specimen from the top in order to avoid convection.

    “For measuring the conductivity of nonsolid materials, it is necessary to heat the specimen from the top in order to avoid convection [7].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [7]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Transient heat transfer methods are capable of directly determining thermal diffusivity.

    “Transient heat transfer methods are capable of directly determining thermal diffusivity, whereas steady-state methods are considered to be more accurate than transient methods for testing dry materials [6].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [6]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    The laser flash method can measure the property in a temperature range between -100 and about 3000°C.

    “The property can be measured in a temperature range between -100 and about 3000°C.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisenone given

    The guarded hot-plate method is time-consuming because it requires a temperature gradient across the specimen, while the hot-disk method provides instant and direct measurement and the reading is obtained in a short amount of time.

    “While the guarded hot-plate method is a time-consuming method for requiring a temperature gradient across the specimen, the hot-disk method provides instant and direct measurement and the reading is obtained in a short amount of time.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Premisenone given

    The laser flash method is the most commonly used method for ascertaining the thermal properties of solids.

    “The laser flash method is the most commonly used method for ascertaining the thermal properties of solids.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.

    Interpretationnone given

    This technique can be modified to collect data over time for the simultaneous measurement of thermal conductivity and thermal diffusivity, and these kinds of transient methods are gaining increased interest.

    “This technique can be modified to collect data over time for the simultaneous measurement of thermal conductivity and thermal diffusivity, and these kinds of transient methods are gaining increased interest.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    In the hot-wire method, thermal conductivity can be calculated from the temperature rise at two different times, or from the slope of the temperature rise versus the logarithm of time, and from the strength of the heat source.

    “Thus, the thermal conductivity can be calculated based on the temperature rise at two different times (or the slope of the temperature rise compared to the logarithm of time) and from the strength of the heat source [16].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [16]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • The authors state this as an assumption: In the hot-wire method, convection and radiation heat losses are neglected.
  • It may state two separate claims as one.

    Premisecitation

    Heat-flow meters are accurate and fast apparatuses, and the operation of these apparatuses is easy for measuring the thermal conductivity of low-conductivity materials.

    “In contrast, heat-flow meters are accurate and fast apparatuses, and the operation of these apparatuses is easy for measuring the thermal conductivity of low-conductivity materials [2].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    There have been several developments in the laser flash method since its introduction by Parker et al. (1961).

    “There have been several developments in the method since its introduction by Parker et al. (1961) [29].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [29]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisereasoning

    In the laser flash method, thermal diffusivity α is determined, and if the specific heat capacity and density of a material are given, thermal conductivity can be calculated under adiabatic conditions.

    “In this method, the thermal diffusivity α is determined, and if given the specific heat capacity and the density of a material, the thermal conductivity can be calculated by using the following equation (Eq.( 6)) under adiabatic conditions:”
    Quote in the paperNot a substantial claim
    • The authors state this as an assumption: In the laser flash method, the calculation of thermal conductivity from thermal diffusivity, specific heat capacity, and density is under adiabatic conditions.
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Interpretationnone given

    The steady-state pipe method is considered a transient radial flow technique, so isotropic specimens are required.

    “This technique is considered to be a transient radial flow technique, so isotropic specimens are required.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    A potential disadvantage of GHP is that the specimen width must be large.

    “Other potential disadvantages are that the temperature gradient must be relatively large, the specimen width must be large, and also that the contact resistance between the thermocouple and the specimen surface poses a major source of error [12].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [12]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    The TPS technique is designed to measure both thermal conductivity and thermal diffusivity.

    “The technique is designed to measure both thermal conductivity and thermal diffusivity.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    For rock wool, the conductivity determined by the hot-disk method harmonizes with the claimed value at lower density, while the measured value is 8% higher than the claimed conductivity at higher density.

    “For the lower density, the conductivity determined for the rock wool with the hot-disk method harmonizes with the claimed value; the measured value is 8% higher than the claimed conductivity for the higher density [12].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [12]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • It may state two separate claims as one.

    Premisecitation

    The guarded hot plate is the most commonly used and most effective method for measuring the thermal conductivity of insulation materials.

    “The guarded hot plate, also known as the Poensgen apparatus [11], is the most commonly used and most effective method for measuring the thermal conductivity of insulation materials.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [11]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Materials studied with the hot-strip system include metals, alloys, ceramics including high-conducting ceramics like AlN, high critical temperature materials, minerals, polymers, composites, glass, fabrics, paper, glass wool, foam, powder, biomaterial, liquids, and anisotropic materials.

    “Materials studied so far with this system include metals, alloys, ceramics including high conducting ceramics like Aluminium nitride (AlN), high critical temperature materials, minerals, polymers, composites, glass, fabrics, paper, glass wool, foam, powder, biomaterial, and liquids, as well as materials with anisotropic thermal properties [25].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [25]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Interpretationnone given

    Compared to the guarded hot-plate method, which is an absolute method, the heat-flow meter method is comparative and thus can be considered to be a relative method.

    “Compared to the guarded hot-plate method, which is an absolute method, the heat-flow meter method is comparative and thus can be considered to be a relative method.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    The pipe method technique has been modified for use with a variety of solids, ranging from insulation materials (20 mW/(m K)) to metals (200 W/(m K)) and evaluating for temperatures between room temperature and 2770 K.

    “This technique has been modified for use with a variety of solids, ranging from insulation materials (20 mW/(m K)) to metals (200 W/(m K)) and evaluating for temperatures between room temperature and 2770 K [7].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [7]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    The 3-ω method is commonly used for measuring the thermal conductivity of thin films and solid materials.

    “The method called the 3-ω method is commonly used for measuring the thermal conductivity of thin films and solid materials.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationnone given

    Estimating low thermal conductivity may be determined with adjustable parameters in these methods.

    “Estimating low thermal conductivity may be determined with adjustable parameters in these methods.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    The techniques measure a response as a signal or a temperature given in the sample.

    “The techniques measure a response as a signal or a temperature given in the sample.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    The Fitch method is generally used for measuring the conductivity of foods and specially small-sized specimens.

    “This method is generally used for measuring the conductivity of foods and specially smallsized specimens.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    A detailed description for a bulk material with a porous medium can be expressed in terms of ancestor, extra parameter, component knowledge, and heat transfer mechanisms in various models.

    “A detailed description for a bulk material with a porous medium can be expressed in terms of “ancestor,” “extra parameter,” “component knowledge,” and “heat transfer mechanisms” in various models [39].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [39]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    The principle of the photothermal method is based on ascertaining the light-induced change in the thermal state of a material in solid, liquid, or gaseous state.

    “The principle of this method is based on ascertaining the light-induced change in the thermal state of a material in solid, liquid, or gaseous state.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    The photothermal technique can be modified by having both surfaces heated simultaneously with a single modulation frequency and taking a measurement of the phase difference between surface signals.

    “This technique can be modified by having both surfaces heated simultaneously with a single modulation frequency and taking a measurement of the phase difference between surface signals [20].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [20]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationnone given

    Some methods are similar or derivative methods regardless of whether the thermal conductivity model being used is similar.

    “Some methods are similar or derivative methods regardless of whether the thermal conductivity model being used is similar.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisenone given

    The 3-ω method has a thermal conductivity range of 0.20-20 W/(m K), and the range can be extended to 77-900 K in the literature.

    “The range of thermal conductivity is changed of 0.20-20 W/(m K), and the range can be extended to 77-900 K in literature.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    In the 3-ω method, because the current is driven at a frequency ω and the resistance changes at a frequency 2ω, a voltage at 3ω results.

    “Because the current is driven at a frequency ω and the resistance changes at a frequency 2ω, a voltage at 3ω results [34].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [34]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Premisenone given

    The Fitch method is not practical for use at high temperatures.

    “But the Fitch method is not practical for use at high temperatures.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Several researchers have proposed models derived from a set of equations, usually based on a basic model, but many of these include empirical parameters.

    “Several researchers have proposed a number of models derived from a set of equations, usually based on a basic model, but many of these include empirical parameters [1].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [1]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    In the Fitch method, the roles of the heat source and the heat receiver can be changed if the vessel is at a temperature lower than that of the copper block.

    “The roles of the heat source and the heat receiver can be changed if the vessel is at a temperature lower than that of the copper block.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationnone given

    The models show similarities and differences depending on whether it is a steady state.

    “The models show similarities and differences depending on whether it is a steady state.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper may give no reason why it holds.

    Interpretationnone given

    The thermal conductivity value from a method is higher or lower than the value from other methods, depending on the relationships between the heat loss distribution, the surface temperatures, the uniform heat flow over the material, and the signal and its response.

    “The thermal conductivity value from the method is higher or lower than the value from other methods, depending on the relationships between the heat loss distribution, the surface temperatures, the uniform heat flow over the material, and the signal and its response.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Premisenone given

    Thermal conductivity methods are broadly classified as either steady-state methods or transient methods.

    “Thermal conductivity methods are broadly classified as either steady-state methods or transient methods.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    The models are based on one or more basic structural models, such as the series and parallel models, the geometric mean model, Maxwell models, effective medium theory (EMT) models, and the Russell model.

    “The models are based on one or more basic structural models, such as the series and parallel models, the geometric mean model, Maxwell models (different forms), effective medium theory (EMT) models, and the Russell model.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    The literature contains a large number of standard models for predicting the thermal conductivities of homogeneous, heterogeneous, or composite materials, as well as methods of measurement apparatus designed.

    “The literature contains a large number of standard models for predicting the thermal conductivities of homogeneous, heterogeneous, or composite materials materials [39], as well as methods of a measurement apparatus designed [40].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [39]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [40]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    The Fitch method consists of two components: a heat source and a heat receiver.

    “This method consists of two components: a heat source and a heat receiver.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    The choice of thermal conductivity models is generally discussed separately in the literature for each of these classes.

    “The choice of thermal conductivity models is generally discussed separately in the literature for each of these classes [39].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [39]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Premisenone given

    Many theoretical models, as well as methods, have been proposed by various researchers.

    “Many theoretical models, as well as methods, have been proposed by various researchers.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    These models are largely dependent on mathematical models derived from the physical laws that govern the process, such as mass and energy balances and thermodynamics.

    “These models are largely dependent on mathematical models derived from the physical laws that govern the process (e.g., mass and energy balances, thermodynamics, etc.).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [39]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisenone given

    Measuring thermal diffusivity via the photothermal method is based on the concept of modulating between the heating of a specimen surface and the temperature phase on the opposite sides of the specimen and includes a frequency function.

    “Measuring the thermal diffusivity measurement via the photothermal method is based on the concept of modulating between the heating of a specimen surface and the temperature phase on the opposite sides of the specimen and includes a frequency function.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.

    Interpretationnone given

    The preferable methods are commonly the guarded hot-plate method, the heat-flow method, and then the hot wire/disk and laser flash methods.

    “The preferable methods are commonly the guarded hot-plate method, the heat-flow method, and then can be given by the hot wire/disk, laser flash methods.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    The Fitch method is used to measure materials of low thermal conductivity by using a plane source of heat.

    “The Fitch method developed by Fitch is used to measure the materials of low thermal conductivity by using a plane source of heat.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    In the Fitch method, either a line heat source or one or more heat sources are used.

    “In this method, either a line heat source or one or more heat sources are used [16].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [16]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • It may state two separate claims as one.

    Premisecitation

    While the hot-wire method is a time-domain transient technique, the 3-ω method has the advantage of being time independent because it measures electrical signals in a specific frequency domain.

    “While the hot-wire method is a time domain transient technique, the 3-ω method has the advantage of being time independent because it measures electrical signals in a specific frequency domain [33].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [33]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisenone given

    Both basic mechanisms generally affect in-plane and cross-plane transport differently, so the thermal conductivity of related materials is usually anisotropic.

    “Both basic mechanisms generally affect in-plane (x) and cross-plane (z) transport differently, so that the thermal conductivity of related materials is usually anisotropic.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim.

    Premisenone given

    There are various methods for determining the thermal conductivity of insulation materials.

    “There are various methods for determining thermal conductivity of insulation materials.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisenone given

    The literature also presents an experimental evaluation of the models and a comparison analysis of the existing experimental methods.

    “The literature also present an experimental evaluation of the models and a comparison analysis of the existing experimental methods.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper may give no reason why it holds.

    Interpretationnone given

    Under anisotropic and isotropic conditions, some methods are in good agreement with the claimed values.

    “Under the condition of anisotropic and isotropic type, some methods are in good agreement with the claimed values.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Many thermal conductivity models are based on one or more basic structural models, such as series and parallel models, the geometric mean model, Maxwell models, effective medium theory (EMT) models, and the Russell model.

    “Many thermal conductivity models found in the literature are based on one or more basic structural models, such as the series and parallel models, the geometric mean model, Maxwell models (different forms) and effective medium theory (EMT) models, and the Russell Model [39].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [39]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisenone given

    Similar models are given in different forms and replace other components instead of a component parameter.

    “Similar models are given in different forms and replace the other components instead of a component parameter.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Premisenone given

    In principle, thermal conductivity methods are based on establishing a steady temperature and a signal gradient over a sample.

    “In principle, these methods are based on establishing a steady temperature and a signal gradient over a sample.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationnone given

    The models may not seem to be a clear explanation of the interior structure and behavior of porous materials.

    “The models may not seem to be a clear explanation of the interior structure and behavior of porous materials.”
    Quote in the paperNot a substantial claim
88 of 88
  • The authors state this as an assumption.

    The measured heat power rate is transferred across the specimen due to guarded heaters.

    “It is assumed that the measured heat power rate is transferred across the specimen due to guarded heaters.”
  • The authors state this as an assumption.

    Lateral effects are insignificant either because the ratio of length to diameter of the test apparatus is large or because guard heaters are used.

    “The lateral effects are assumed to be insignificant either because the ratio of length to diameter of the test apparatus is large or because guard heaters are used.”
  • The authors state this as an assumption.

    The surface of the central heater at diameter r1 and the outer specimen surface at diameter r2 reach the same temperature after the steady state is established.

    “It is assumed that the surface of the central heater at a diameter r 1 and the outer specimen surface at diameter r 2 reach the same temperature after the steady state is established.”
  • The paper relies on this without support.

    The thermal data for certain materials are often incomplete and lacking in important information.

    “The accuracy of manufacturers' claimed values for thermal properties is sometimes questionable since the thermal data for certain materials are often incomplete and lacking in important information.”
  • The paper relies on this without support.

    When values for insulation types are quoted, manufacturers do not always report the density and temperature of the materials tested.

    “When values for insulation types are quoted, manufacturers do not always report the density and temperature of the materials tested.”
  • The paper relies on this without support.

    The effective thermal conductivities of materials depend on the constituents and/or voids present in the different characteristics of their structures as well as the density and temperature of the material.

    “In general, the “effective” thermal conductivities of the materials depend on the constituents and/or voids present in the different characteristics of their structures as well as the density and temperature of the material.”
  • The paper relies on this without support.

    The accuracy of any method and model is limited by physical properties and other factors.

    “The accuracy of any method and model is limited by physical properties and other factors.”
  • The paper relies on this without support.

    Measurement and modeling of thermal conductivity are difficult and require high precision in the determination of the various parameters involved in the calculations.

    “However, measurement and modeling of thermal conductivity are difficult and require high precision in the determination of the various parameters involved in the calculations.”
  • The authors state this as an assumption.

    In the Fitch method, the specimen has a uniform temperature distribution.

    “It is assumed to have a uniform temperature distribution.”
  • The authors state this as an assumption.

    In the Fitch method, heat transfer from the copper block to insulation, heat storage in the specimen, and surface contact resistance are negligible under a linear temperature profile.

    “The heat transfer from the copper block to insulation, the heat storage in the specimen, and the surface contact resistance are assumed to be negligible under a linear temperature profile.”
  • The authors state this as an assumption.

    In the hot-wire method, convection and radiation heat losses are neglected.

    “neglecting convection and radiation heat losses.”
  • The authors state this as an assumption.

    In the laser flash method, the calculation of thermal conductivity from thermal diffusivity, specific heat capacity, and density is under adiabatic conditions.

    “under adiabatic conditions:”
12 of 12

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Direct-heating temperature ranges differ

    Major

    The method summary gives a range of 400-3000 K, while the direct-heating section gives 300-4000 K for the same method, both citing Reference [7].

  • Pipe method called both steady-state and transient

    Minor

    Consecutive sentences classify the described pipe method as steady-state and then as a transient radial-flow technique, without distinguishing two versions.

  • Parker paper has the wrong reference number

    Minor

    The text cites Parker et al. (1961) as Reference [29], but the bibliography lists that paper as Reference 28; Reference 29 is a different paper.

3 of 3

Citations

Cites

Flagged first, then by citations

Research works printed but not linked: 7

  1. Yüksel N. The investigation of structure and operating parameters effect on the heat transfer coefficient in porous structures [thesis]. Bursa: Uludag University; 2010
  2. K123 of the department of materials engineering and chemistry. Chapter 16-Determi- nation of Thermal Conductivity [Internet]. 2016. Available from: http://tpm.fsv.cvut.cz/ student/documents/files/BUM1/Chapter16.pdf [Accessed: 2016-02-18]
  3. Turgut A. A study on Hot Wire method of measuring thermal conductivity [thesis]. Izmir: Dokuz Eylül University; 2004
  4. Uher C, Morelli D, editors. Thermal Conductivity 25/Thermal Expansion 13. 1st ed. New York: CRC Press; 2000. 391 p. ISBN-13: 978-1566768061
  5. Gaal D S, Gaal P S, editors. Thermal Conductivity 30/ Thermal Expansion 18. In: Proceedings of the 30th International Thermal Conductivity Conference and the 18th International Thermal Expansion Symposium; 29 August-2 September 2009; Pitts- burgh. USA: Destech Pubns Inc; 2010: 1016 p. ISBN: 978-1605950150
  6. Yüksel N, Avcı A. The present studies on effective thermal conductivities of porous mediums. Journal of the Faculty of Engineering and Architecture of Gazi University. 2010; 25: 331-346. WOS:000285689400015. ISSN: 1304 -4915
  7. Gül S H, Karahan M, Yiğit A, Yüksel N. The investigation of thermal conductivity properties of three-dimensional sandwich-woven fabric reinforced composite materi- als. In: Proceedings of the 14th International Materials Symposium (IMSP'2012); 10-12 October 2012; Denizli. Turkey; 2012. p. 258

Cited by

Sorted by citations

Metadata

Authors
Yüksel, N.
Corresponding author
Yüksel, Numan
Venue
Insulation Materials in Context of Sustainability
Publisher
InTech
Published
2016-08-31
OpenAlex
W2517557791
Cited by
143
References
33
Citations by year
2026: 8 · 2025: 13 · 2024: 20 · 2023: 31 · 2022: 20 · 2021: 20 · 2020: 15 · 2019: 7 · 2018: 4 · 2017: 4 · 2016: 1
FWCI
13.77
Type
book chapter
Language
en
Open access
Licence
cc-by
Locations
  • InTech eBooks (publishedVersion, cc-by)
  • BiblioBoard Library Catalog (Open Research Library) (submittedVersion, cc-by)
Topics
  • Physical Sciences › Materials Science › Materials Chemistry › Thermal properties of materials
  • Physical Sciences › Engineering › Computational Mechanics › Heat Transfer and Numerical Methods
  • Physical Sciences › Engineering › Mechanics of Materials › Thermography and Photoacoustic Techniques
Keywords
thermal conductivity measurement, thermal insulation materials, steady-state method, transient method, energy conservation, heat loss, temperature gradient, heterogeneous materials, thermal conductivity prediction

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

A language model drew the claims from the paper on 2026-11-10, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).

A second model labelled each claim on 2026-11-10 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review