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Pharmaceutical Manufacturing Handbook: Production and

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TABLE 7 Parameters Calculated from Force – Time Profi les<br />

Source<br />

Parameters<br />

Heckel [118, 119] (Figure 18 )<br />

− ln = ln(<br />

− ) = +<br />

ε<br />

1<br />

Kp A<br />

1 D<br />

where K = deformation parameter<br />

A = powder bed densifi cation<br />

Yield pressure [120]<br />

1<br />

Yield pressure =<br />

Heckel slope<br />

Yield strength [118]<br />

Kawakita [121, 122]<br />

Walker/Balshin [124, 125]<br />

S ø nnergard [126]<br />

Cooper – Eaton [123]<br />

Cooper – Eaton (linearized) [123]<br />

ANALYSIS OF TABLETING PROCESS 1077<br />

1<br />

Yield strength =<br />

3 × Heckel slope<br />

p<br />

C ab a p<br />

1 1<br />

= +<br />

where a = porosity of powder bed<br />

b = compression parameter<br />

V<br />

100Vrel = 100 × = − Wlog p+ C<br />

V∞<br />

where W = compressibility coeffi cient<br />

− ppm /<br />

Vrel = V1− Wlog p+ Ve e<br />

where W = compressibility coeffi cient<br />

n V0−V −k1/ p −k2/<br />

p<br />

V* = ∑ aV i i*<br />

= = ae 1 + ae 2<br />

i=<br />

1 V0−V∞ where k 1 = deformation pressure for fraction part 1<br />

k 2 = deformation pressure for fraction part 2<br />

a 1 = fraction part 1 of deformation<br />

a 2 = fraction part 2 of deformation<br />

V0−V Q<br />

lnV* = ln =− + ln R<br />

V0 − V∞<br />

p<br />

where Q = extent of compressibility<br />

R = sum of fraction parts<br />

The equation of Kawakita describes volume reduction with pressure in the form<br />

of a hyperbolic equation. Walker <strong>and</strong> Bal ’ shin [125] postulated a logarithmic relation<br />

between applied pressure <strong>and</strong> volume reduction, which was further modifi ed<br />

by S ø nnergard [126] . Cooper <strong>and</strong> Eaton [123] use an exponential function, which<br />

can also be linearized. Pressure thresholds for deformation mechanisms are determined.<br />

It should be noted that all of these equations <strong>and</strong> tableting models determine<br />

descriptive parameters.<br />

The equation of Heckel is the most extensively used model <strong>and</strong> the underlying<br />

porosity – pressure plot is called a Heckel plot (Figure 18 ). The equation for<br />

the linear compression process follows fi st - order kinetics (Table 7 ). Heckel

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