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    Characterization

    of Materials

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    Why Porous Materials?

    Porous materials are also of scientific and technological

    importance because of their vast ability to adsorb and interact

    with atoms, ions and molecules on their large interior surfaces

    and in the nanometer sized pore space.

    They offer new opportunities in areas of inclusion chemistry,

    guest-host synthesis and molecular manipulations and

    reaction in the nanoscale for making nanoparticles, nanowires

    and other quantum nanostructures.

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    What are Porous Materials?

    Porous materials are defined as solids containing pores.

    Porous materials have porosity of 0.2-0.95.

    Nature abhors a vacuum - always find ways to fill void

    space.The interaction of the voids with guest species is the

    subject of adsorption, catalysis, transport phenomena,

    etc.

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    Main Characteristics of Powders and

    Porous Solids

    Particle size

    Surface area Porosity

    5

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    Why Do We Care About Particle Size and

    Surface Area?

    These characteristics control many properties of materials: Flowability; Filter-ability

    Viscosity-Reology;

    Agglomeration;

    Dusting tendency;

    Settling rate;

    Activity/Reactivity rate (e.g. of catalyst);

    Dissolution rate (of pharmaceutical);

    Gas absorption;

    Hydration rate (of cement);

    Moisture absorption; Entry into lungs (shape dependency too);

    Combustion rate (of fuel)

    Etc

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    What is Particle Size?

    SEM of real ibuprofen particles

    7

    http://images.google.com/imgres?imgurl=http://www.h-dm.com/resources/CADZilla/manual/cylinder.jpg&imgrefurl=http://www.h-dm.com/resources/CADZilla/manual/using_cad_zilla.html&usg=__cNVKzV6jMc7V5Rsa5SgGWPlXlSg=&h=302&w=302&sz=11&hl=en&start=5&um=1&tbnid=rLPwK_rGcD3XYM:&tbnh=116&tbnw=116&prev=/images%3Fq%3Dcylinder%26um%3D1%26hl%3Denhttp://www.pollypig.com/Pages/Spheres/Sphere%20Pigs.htm
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    A Concept of Equivalent Sphere

    3

    6

    1dV

    Due to symmetry, size of sphere is

    completely determined by only

    one parameterits diameter

    (radius)

    Other properties of sphere are

    easily computed from its size:

    Sphere is just a convenient model!

    This is why it is found throughout

    the particle size analysis

    2dS 3

    6dm

    8

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    Different Equivalent Spheres

    9

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    Particle Size Measurement Techniques

    Direct observation (image analysis)

    Sieving;

    Sedimentation settling rate;

    Coulter counter electrozone sensing;

    Gas adsorption BET (SSA back extrapolation to

    size);

    Permeability (gas or liquid) e.g. Blaine, FSSS Light scattering laser diffraction and Photon

    Correlation Spectroscopy / Dynamic Light Scattering

    10

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    And What Do They Measure?

    Direct observation (image analysis) usually some 2-Drepresentation of a particle. Which dimension isviable?;

    Sieving combination of particle size and shape;

    Sedimentation settling rate. Stokes Law (spheres,straight line settling);

    Coulter counter electrozone sensing;

    Gas absorption / Permeability surface area.

    Extrapolate to average particle size only. BET (SSAback extrapolation to size);

    Light scattering equivalent scatterers;

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    Particle Size by Direct Observation

    Google for

    ImageJ

    12

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    Dynamic Light Scattering (DLS)

    DLS measures Brownian motion and relates this to the size of the

    particles.

    The larger the particle the slower the Brownian motion will be. Smallerparticles are kicked further by the solvent molecules and move morerapidly.

    The velocity of Brownian motion is defined by a property known as thetranslational diffusion coefficient (D).

    The size of a particle is calculated from the translational diffusioncoefficient by using the Stokes-Einstein equation:

    d(H) hydrodynamic diameter, D translational diffusion coefficient, kBoltzmanns constant, T temperature, - viscosity

    D

    kTHd

    3)(

    13

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    What Do We Measure in DLS?

    The diameter that is measured in DLS isa value that refers to how a particlediffuses within a fluid so it is referred toas a hydrodynamic diameter

    The diameter that is obtained by thistechnique is the diameter of a sphere

    that has the same translational diffusioncoefficientas the particle

    The translational diffusion coefficientwill depend not only on the size of theparticle core, but also on any surface

    structure, as well as the concentrationand type of ions in the medium

    Particle core

    Shell formed by solvent particles,

    ions etc. Low conductivity medium

    will produce an extended double

    layer of ions around the particle,

    reducing the diffusion speed andresulting in a larger, apparent

    hydrodynamic diameter.

    Thus, the measurements are

    usually done in 10mM

    NaCl (ISO13321 Part 8 1996)

    14

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    How DLS Works

    The dark spaces in the speckle pattern produced by light scattering are where the phaseadditions of the scattered light are mutually destructive. The bright spots of light in thespeckle pattern are where the light scattered from the particles arrives with the samephase and interfere constructively.

    The observed signal depends on the phase addition of the scattered light falling on thedetector. In example A, two beams interfere and cancel each other out resulting in adecreased intensity detected. In example B, two beams interfere and enhance eachother resulting in an increased intensity detected.

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    How DLS Works

    For a system of particles undergoing Brownian motion, a speckle pattern isobserved where the position of each speckle is seen to be in constant motion. Thisis because the phase addition from the moving particles is constantly evolving andforming new patterns.

    The rate at which these intensity fluctuations occur will depend on the size of theparticles. Figure above schematically illustrates typical intensity fluctuations arising

    from a dispersion of large particles and a dispersion of small particles. The small particles cause the intensity to fluctuate more rapidly than the large

    ones.

    It is possible to directly measure the spectrum of frequencies contained in theintensity fluctuations arising from the Brownian motion of particles, but it isinefficient to do so. The best way is to use a device called a digital auto correlator.

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    How an Auto Correlator Works

    If the intensity of a signal is compared with itself at a particular point in time and a time muchlater, then for a randomly fluctuating signal it is obvious that the intensities are not going to berelated in any way, i.e. there will be no correlation between the two signals.

    However, if the intensity of signal at time t is compared to the intensity a very small time later(t+t), there will be a strong relationship or correlation between the intensities of two signals.

    Perfect correlation is indicated by unity (1.00) and no correlation is indicated by zero (0.00). If the signals at t+2t, t+3t, t+4t etc. are compared with the signal at t, the correlation of a

    signal arriving from a random source will decrease with time until at some time, effectively t = ,there will be no correlation.

    If the particles are large the signal will be changing slowly and the correlation will persist for a longtime. If the particles are small and moving rapidly then correlation will reduce more quickly.

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    Different Forms of Particle Size Distribution

    Consider 2 populations of spherical particles of diameter 5nm and 50nm present in equal numbers.

    If a number distribution of these 2 particle populations is plotted, a plot consisting of 2 peaks

    (positioned at 5 and 50nm) of a 1 to 1 ratio would be obtained. If this number distribution was converted into volume, then the 2 peaks would change to a 1:1000 ratio

    (because the volume of a sphere is proportional to d3).

    If this was further converted into an intensity distribution, a 1:1000000 ratio between the 2 peaks wouldbe obtained (because the intensity of scattering is proportional to d6from Rayleighs approximation).

    In DLS, the distribution obtained from a measurement is based on intensity.

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    Schematics of Zetasizer Nano

    19

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    Measurement of Porosity andSpecific Surface Area by

    Gas Adsorption

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    F. Rouquerol, J. Rouquerol, K. S. W. Sing, Adsorption by Powders and PorousSolids, Academic Press, 1-25, 1999

    What are Porous Materials?

    Non-porous solid Low specific surface area Low specific pore volume

    Porous solid High specific surface area High specific pore volume

    Porous materials have highly developed internal surface area that can beused to perform specific function.Almost all solids are porous except for ceramics fired at extremely hightemperatures

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    Measure of Porosity

    Pore size andits distribution

    Specific Surface Area, m2/g =

    Porosity

    There are three parameters used as a measure of porosity; specific surface

    area, specific pore volume or porosity, and pore size and its distribution.

    Mass of the solid, g

    Total surface area, m2

    Specific Pore volume, cm3/g

    Mass of the solid, g

    Total pore volume, cm3

    =

    Porosity, % =

    Volume of solid (including pores)

    Volume of poresX 100

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    Types of Pores

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    Concept of Porosity: Open vs. Closed Pores

    Dead end(open)

    ClosedInter-connected

    (open)

    Passing(open)

    F. Rouquerol, J. Rouquerol, K. S. W. Sing, Adsorption by Powders and PorousSolids, Academic Press, 1-25, 1999

    Open pores are accessiblewhereas closed pores areinaccessible pores. Open porescan be inter-connected, passingor dead end.

    29

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    Size of Pores (IUPAC Standard)

    2 nm 50 nm

    Micropores Mesopores Macropores

    Zeolite,Activated

    carbon,Metal organicframework

    Mesoporous silica,Activated carbon

    Sintered metalsand ceramics

    Porous material are classified according to the size of pores: material withpores less than 2 nm are called micropores, materials with pores between 2and 50 nm are called mesopores, and material with pores greater than 50 nmare macrospores

    Sing, K. S. W. et al. Reporting Physisorption Data for Gas/Solid Systems. Pure &

    Appl. Chem. 57, 603-619 (1985). 30

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    Shapes of Pores

    Conical

    Interstices

    SlitsCylindrical

    Spherical orInk Bottle

    PoreShapes

    F. Rouquerol, J. Rouquerol, K. S. W. Sing, Adsorption by Powders and PorousSolids, Academic Press, 1-25, 1999

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    Experimental Techniques

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    Techniques for Porosity Analysis

    Mercuryporosimetry

    TEM

    SEM

    Small angle

    X-rayscattering

    SmallAngle

    Neutronscattering

    Gasadsorption

    Techniques

    33

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    Techniques for Porosity Analysis

    Mercuryporosimetry

    TEM

    SEM

    Small angleX-ray

    scattering

    SmallAngle

    Neutronscattering

    Gasadsorption

    Techniques

    Can measure only open pores Pore size : 0.4 nm 50 nm

    Easy Established technique

    34

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    Techniques for Porosity Analysis

    Mercuryporosimetry

    TEM

    SEM

    Small angle

    X-rayscattering

    SmallAngle

    Neutronscattering

    Gasadsorption

    Techniques

    Similar to gasadsorption

    Can measure onlyopen pores

    Pore size >1.5 nm Easy Established technique

    35

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    Mercuryporosimetry

    TEM

    SEM

    Small angle

    X-rayscattering

    SmallAngle

    Neutronscattering

    Gasadsorption

    Techniques

    Provide informationregarding poreconnectivity

    Pore size can bemeasured if thematerials containsordered pores

    Rarely used for poreanalysis

    Techniques for Porosity Analysis

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    Techniques for Porosity Analysis

    Mercuryporosimetry

    TEM

    SEM

    Small angle

    X-rayscattering

    SmallAngle

    Neutronscattering

    Gasadsorption

    Techniques

    Pore size > 5nm Rarely used for pore

    analysis 37

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    Techniques for Porosity Analysis

    Mercuryporosimetry

    TEM

    SEM

    Small angle

    X-rayscattering

    SmallAngle

    Neutronscattering

    Gasadsorption

    Techniques

    Any pore size Open + Closeporosity

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    Techniques for Porosity Analysis

    Mercuryporosimetry

    TEM

    SEM

    Small angle

    X-rayscattering

    SmallAngle

    Neutronscattering

    Gasadsorption

    Techniques

    Any pore size Open & Close

    porosity

    Costly

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    Theory of Adsorption

    40

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    Adsorption Process

    Adsorption is brought by the forces acting between the solid and themolecules of the gas. These forces are of two kinds: physical

    (physiosorption) and chemical (chemisorption)

    Adsorbent -the solid where adsorption takes place

    Adsorbate -the gas adsorbed on the

    surface of solids

    Adsorptive -adsorbate before being adsorbed on the surface

    41

    Ph i ti Ch i ti

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    PHYSISORPTION CHEMISORPTION

    WEAK, LONG RANGE BONDING

    Van der Waals interactions

    STRONG, SHORT RANGE BONDING

    Chemical bonding involved.

    NOT SURFACE SPECIFIC

    Physisorption takes place between allmolecules on any surface providing the

    temperature is low enough.

    SURFACE SPECIFIC

    E.g. Chemisorption of hydrogen takes place ontransition metals but not on gold or mercury.

    Hads= 5 .. 50 kJ mol-1 Hads= 50 .. 500 kJ mol-1

    Non activated with equilibrium achievedrelatively quickly. Increasing temperature

    always reduces surface coverage.

    Can be activated, in which case equilibrium canbe slow and increasing temperature can favour

    adsorption.

    No surface reactions. Surface reactions may take place:- Dissociation,reconstruction, catalysis.

    MULTILAYER ADSORPTION

    BET Isotherm used to model adsorptionequilibrium.

    MONOLAYER ADSORPTION

    Langmuir Isotherm is used to model adsorptionequilibrium.

    Physisorption vs. Chemisorption

    http://www.soton.ac.uk 42

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    Adsorption Process

    1. Diffusion to adsorbent surface2. Migration into pores of adsorbent

    3. Monolayer builds up of adsorbate

    1 2 3

    Gas molecules admittedunder increasing pressure toa clean, cold surface.

    Data treatment techniquesfind the quantity of gas thatforms the first layer.1 2 3

    S. Lowell & J. E. Shields, Powder SurfaceArea and Porosity, 3rd Ed. Chapman & Hall,New York, 1991

    43

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    Adsorption Process

    adsorptiveofpressuresaturated

    adsorbateofpressure

    where

    :aswrittenbecanequation

    abovetheconstant,madeareIandT,W,If

    adsorbent.andadsorbatebetweenninteractio

    re;temperatu

    adsorbate;theofpressure

    adsorbent;ofweight

    adsorbed;gasofvolume

    where

    ),,,(

    p

    p

    p

    p

    f

    I

    T

    P

    W

    PITWf

    o

    o

    V

    V

    V

    a

    a

    a

    Equation of adsorption

    isotherm

    Adsorbent

    Adsorbate

    S. Lowell & J. E. Shields, Powder Surface Area andPorosity, 3rd Ed. Chapman & Hall, New York, 1991

    44

    h

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    Gas Sorption: Isotherm

    adsorptiveofpressuresaturated

    adsorbateofpressure

    where

    p

    p

    p

    pf

    o

    o

    Va

    Adsorption isotherm Isotherm is a measureof the volume of gasadsorbed at a constanttemperature as a

    function of gaspressure.

    Isotherms can begrouped into six

    classes.

    Va

    Desorption isotherm

    ppo

    45

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    46

    G S ti I th

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    Gas Sorption: Isotherm

    S. Lowell & J. E. Shields, Powder Surface Area and Porosity,3rd Ed. Chapman & Hall, New York, 1991

    Va

    1P/Po

    Type Ior

    Langmuir

    Concave to the P/PoaxisExhibited by microporous

    solids ( < 2nm )

    Exhibited by nonporous ormacroporous solids ( > 50nm )

    Unrestricted monolayer-multilayeradsorption

    Point B indicates the relativepressure at which monolayercoverage is complete

    1P/P

    o

    Type II

    B

    V

    a

    47

    G S i I h

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    Gas Sorption: Isotherm

    Va

    1P/Po

    Type III Convex to the P/Po axisExhibited by nonporous solids

    P/Po

    Va

    1

    Type IVExhibited by mesoporous

    solidsInitial part of the type IV follows

    the same path as the type II

    S. Lowell & J. E. Shields, Powder Surface Area and Porosity,

    3rd Ed. Chapman & Hall, New York, 1991 48

    Gas Sorption: Isotherm

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    Gas Sorption: Isotherm

    Va

    1P/Po

    Type VHighly uncommonExhibited by mesoporous solids

    S. Lowell & J. E. Shields, Powder Surface Area andPorosity, 3rd Ed. Chapman & Hall, New York, 1991

    1P/Po

    Type VI

    Exhibited by nonporous solids

    with an almost completelyuniform surfaceV

    a

    49

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    Gas Sorption: Hysteresis

    Hysteresis indicates the presence of mesopores.

    Hysteresis gives information regarding pore shapes.

    Types I, II and III isotherms are generally reversible but type Ican have a hysteresis. Types IV and V exhibit hysteresis.

    1P/Po

    HysteresisV

    a

    S. Lowell & J. E. Shields, Powder Surface Area and Porosity, 3rd Ed.Chapman & Hall, New York, 1991

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    Gas Sorption: Hysteresis

    Cylindrical Slits Conical Bottle neck

    Va

    1P/Po

    Type A Type B

    1P/Po 1P/Po

    Type C Type D

    1P/Po

    Type

    E

    1P/Po

    51

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    Adsorption Theories: Langmuir

    adsorbate.ofpressure

    andconstant;empirical

    monolayer;formtorequiredgasofvolume

    ;pressureatadsorbedgasofvolume

    where

    1

    P

    b

    V

    PV

    V

    P

    bVV

    P

    m

    a

    mma

    Assumptions:

    homogeneous surface (all adsorption

    sites energetically identical) monolayer adsorption (no multilayer

    adsorption)

    no interaction between adsorbedmolecules

    Adsorbate

    Adsorbent

    I. Langmuir The Constitution and Fundamental

    Properties of Solids and Liquids. Part I. Solids.J. Am. Chem. Soc., 1916, 38 (11), 2221-2295

    52

    Adsorption Theories: BET

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    Adsorption Theories: BET

    adsorbate.ofpressurerelative

    andlayer);1stofadsorptionofenergyto(relatedconstantBETC

    monolayer;formtorequiredgasofvolume

    ;pressureatadsorbedgasofvolume

    where

    )1(1

    )(

    o

    m

    a

    o

    mm

    o

    a

    P

    P

    V

    PV

    P

    P

    CV

    C

    CVPPV

    P

    Modification of Langmuirisotherm

    Both monolayer and multilayeradsorption

    Assumptions:

    (a) gas molecules physicallyadsorb on a solid in layersinfinitely;

    (b) there is no interaction betweeneach adsorption layer;

    (c) the Langmuir theory can be

    applied to each layer.

    Adsorbate

    Adsorbent

    S.Brunauer, P.Emmett, E.Teller Adsorption

    of Gases in Multimolecular Layers, J. Am.

    Chem. Soc., 1938, 60 (2), pp 309319

    53

    S ifi S f A C l l ti

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    Specific Surface Area Calculation

    CVP

    P

    CV

    C

    PPV

    P

    m

    o

    m

    o

    a

    1)1(

    )(

    imXY

    imVm

    1

    adsorbateofWeightareasurfaceTotal csavm ANV

    P/Po

    1

    V[(Po/P)-1]

    0-1 0-2 0-3

    At least three data points in therelative pressure range 0.05 to 0.30

    sampleofWeight

    areasurfaceTotalarea)surface(SpecificSSA

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    Porosity Analyzer

    Analysis station

    Outgassing station

    Liquid nitrogenbath

    61

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    Steps for Measurement

    3.Interpretation

    2.Adsorption Analysis

    1.Sample Preparation

    62

    Sample Preparation (Outgassing)

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    Sample Preparation (Outgassing)

    Surface contamination is

    removed by applicationof: Temperature Flowing gas (helium or

    nitrogen) or vacuum

    Backfill can be doneusing helium or adsorbategas.

    According to IUPACstandards, materialsshould be outgassed forat least 16 hours.

    Adsorbate

    Helium

    Vacuum

    Po

    Outgassingstation

    Analysis station

    SampleCell

    63

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    Adsorption Analysis

    Adsorbate (nitrogen,argon, carbon dioxide,krypton)

    Analysis temperature

    (liquid nitrogen, liquidargon, 0 oC)

    Quantity of sample (1mg sample is sufficient)

    Number of points(single point, fivepoints, seven points,eleven points, fullanalysis)

    Adsorbate

    Helium

    Vacuum

    Po

    Outgassingstation

    Analysis station

    SampleCell

    64

    I t t ti

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    Interpretation

    Points P/PoVolumeadsorbed

    1

    2

    3

    Pore shape

    Specificsurface area

    Pore volume

    Pore size

    &distribution

    Results

    Weight of sample

    65

    C Ad b

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    Common Adsorbates

    Gas Temperature Cross sectionalarea (nm2)

    N2 -195.8oC (liquid nitrogen)

    -183 oC (liquid argon).

    0.162

    Ar -183 oC (liquid argon).

    -195.8 oC (liquid nitrogen)

    0.142

    CO2 -78oC, -25 oC, 0 oC 0.195

    CO -183 oC (liquid argon) 0.163

    Kr -195.8 oC (liquid nitrogen) 0.205

    O2 -183oC (liquid argon) 0.141

    C4H10 0oC, 25 oC 0.469

    66

    Ch i f Ad i

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    Choice of Adsorptive

    Oxy

    gen

    Ar

    gon

    Nitro

    gen

    Carbo

    nmon

    ooxide

    Carbo

    ndio

    xide

    Krypt

    on

    n-bu

    tane

    0.00

    0.05

    0.10

    0.15

    0.20

    0.25

    0.30

    0.35

    0.40

    0.45

    0.50

    0.55

    Cross-se

    ctionalarea,nm

    2

    N2(g) in N2(l) is the most

    commonly usedadsorbate.

    Not completely inert. Dipole movement and

    thus can havelocalized adsorption.

    Cross-sectional area of0.162 nm2 isquestionable.

    S. Lowell & J. E. Shields, Powder Surface Area and Porosity, 3rdEd. Chapman & Hall, New York, 1991Quantachrome Autosorb-I Operational Manual

    67

    Ch i f d i

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    Choice of Adsorptive

    Ox

    ygen

    A

    rgon

    Nitr

    ogen

    Carbo

    nmono

    oxid

    e

    Carbo

    ndioxid

    e

    Krypton

    n-but

    ane

    0.00

    0.05

    0.10

    0.15

    0.20

    0.25

    0.30

    0.35

    0.40

    0.45

    0.50

    0.55

    Cross-s

    ectionalarea,nm

    2

    S. Lowell & J. E. Shields, Powder Surface Area and Porosity, 3rdEd. Chapman & Hall, New York, 1991Quantachrome Autosorb-I Operational Manual

    Ar(g) in Ar(l)is preferable

    but because ofunavailability of Ar(l) (87K),N2(l) (77 K) is used.

    Ar can reach to somewhatsmaller pores than N2.

    Accurate measurement ofmicropores is possibleusing Ar.

    68

    Ch i f Ad ti

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    Choice of Adsorptive

    O

    xygen

    Arg

    on

    Nitrog

    en

    Carbo

    nmon

    ooxide

    Carbo

    nd

    ioxide

    Krypt

    on

    n-bu

    tane

    0.00

    0.05

    0.10

    0.15

    0.20

    0.25

    0.30

    0.35

    0.40

    0.45

    0.50

    0.55

    Cross-sectionalarea,nm

    2

    S. Lowell & J. E. Shields, Powder Surface Area and Porosity, 3rdEd. Chapman & Hall, New York, 1991

    Quantachrome Autosorb-I Operational Manual

    In case of activatedcarbon, CO2 is oftenthe most preferred

    adsorbate. Adsorption analysis of

    CO2 takes less time. Limited to micropore

    analysis.

    69

    Sh f Mi M t i l

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    Shape of Microporous Materials

    Type I isotherms dont have

    hysteresis.

    Pore shape cannot bedetermined by isotherm.

    As various methods for poresize calculation are based onshape of pores, reliability ofpore size calculation isquestionable.

    Va

    1P/Po

    Type Ior

    Langmuir

    F. Rouquerol, J. Rouquerol, K. S. W. Sing, Adsorption by Powders and Porous

    Solids, Academic Press, 439-446, 1999 72

    Choice of Method

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    Methods Assumption

    Pore Shape Based on ..

    Brunauer MP method Cylindrical or Slit shaped de Boers t-method

    Dubinin-Astakhov method - Polanyi potentialtheory

    Independent ofKelvin equation

    HK (Horvath-Kawazoe) method Slit Everett and Powl

    methodIndependent ofKelvin equation

    Saito-Foley method Cylindrical HK method

    2 nm 50 nm

    Micropores Mesopores Macropores

    Choice of Method

    P. A. Webb, C. Orr, Analytical Methods in Fine Particle Technology, Micromeritics, 53 152, 1997

    Quantachrome Autosorb-I Operational Manual 73

    Choice of Method

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    2 nm 50 nm

    Micropores Mesopores Macropores

    MethodsAssumption

    Pore Shape Based on ..

    BJH (Barrett, Joyner andHalenda) method

    Cylindrical, Slit-shaped Kelvin equation

    DH (Dollimore Heal)methodCylindrical t-method

    Choice of Method

    P. A. Webb, C. Orr, Analytical Methods in Fine Particle Technology, Micromeritics, 53 152, 1997Quantachrome Autosorb-I Operational Manual

    74

    Choice of Method

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    50 nm2 nm

    Micropores Mesopores Macropores

    Methods Assumption

    Pore Shape Based on ..NLDFT (Non Local DensityFunctional Theory) and MonteCarlo simulation method

    Cylindrical and slit Statisticalthermodynamics

    Choice of Method

    P. A. Webb, C. Orr, Analytical Methods in Fine Particle Technology, Micromeritics, 53 152, 1997Quantachrome Autosorb-I Operational Manual