Mixing Flashcards

1
Q

What is Convection mixing?

A

Convection: macroscopic mixing, relatively quick (extended mixing time is necessary to achieve random mix)
Transfer of large group of particles through the powder bed

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2
Q

Values of M

  • beginning of mixing
  • optimum mixing time
  • longer mixing time
A

-beginning - M low as SACT is high

  • optimum - M~1 as SACT similar to SR
  • M>1 - demixing/mixing occur
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3
Q

In the case of components with a tendency to separate, what factor is crucial to know in order to determine the quality of the mixture?

A

In this case, the mixing time is crucial in determine the quality of the mixture

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4
Q

When might segregation occur with an ordered mixture?

A
  • If coarse particles differ in size
  • If active sites on coarse particles surface compete with other materials than the fine particles
  • if coarse particles are not sufficient to interact with the finer ones
  • External mechanical forces (e.g. vibration) reduce the surface attraction energy
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5
Q

What is Ordered mixing?
What is it driven by? When does this drive increase?
How much the degree of mixing compare to a other types of mixtures?

A
  • Ordered mixing: components are not independent of each other, resulting in a “spontaneous” degree of order in the mix
  • It is driven by interactions and cohesive/adhesive forces between components
  • e.g. the higher surface of smaller particles (thus the higher attractive forces) is greater than the gravitational force to separate the components
  • It might achieve a superior degree of mixing to that of random mix
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6
Q

Positive mixtures are what?
What problems arise from manufacturing processes with these mixtures?
What are the energy requirements?

A

Positive mixtures: components mix spontaneously and irreversibly by diffusion (almost perfect mix achieved) e.g. miscible liquids.
These materials do not present any problem in manufacturing processes.
No energy required with unlimited mixing time. To shorten the mixing time and obtain the desired degree of mixing, input energy can be given to the process.

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7
Q

Planetary mixers for mixing of semi-solids present what issues?
What type of mixing mechanism must the mixers produce?
Other than semi-solids, what else is mixed using planetary mixers?

A

Flowing issues compare to fluids
High risk of “dead spot” with non-mixed materials

-Mixers must produce high shear mixing: diffusion mixing cannot occur

High viscous fluids are mixed using the same mixers as semi-solids

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8
Q

What type of mixing is preferred for particles with a tendency to aggregate? Why?

A

High shear mixing used to used to break up aggregates (and guarantee mixing at particulate level).

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9
Q

Agitator mixers:
Describe the motion
What do agitator mixers mix?
Via what mechanism?

A

Blade (or paddle) motion to mix powders through convection mechanisms

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10
Q

Mixing index?

A

The Mixing index compares the content standard deviation from a samples under investigation (SACT) with the one of a fully random mix sample (SR):
The simplest form is M=SR/SACT
Beginning of mixing: M is low as high SACT
End of mixing: M is ~1 as SACT similar to SR

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11
Q

Propeller mixing for liquids:
Describe how the mixing occurs

What do you not want to happen and how do you suppress that?

A

Angle blades to promote fluid movement in both axial and radial direction

Formation of vortex (centrifugal forces) is suppressed by:
Offset angle mounting (A)
Vertical baffles (B)

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12
Q

Describe how mixing of solids is done
What must you get right when filling the mixture?
How do you keep track of everything?

A

Sequential addition of components until all materials has been added
E.g. initial mix of active component with a diluent, and other excipients added at a later stage

Volume of powder adequate for the mixer used
Do not under- or over-fill

Follow the mixing time by analysing the mixture composition
Problems for extended mixing time can be identified e.g. segregation

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13
Q

How does particle size and density affect powder segregation?
How does particle shape affect powder segregation?

A

Particle size effects:
Smaller particles tend to fall through the voids between larger particles
Particle density effects:
The denser particles tend to move downwards (gravity). IF particles are denser and smaller, the segregation is higher
Particle shape effects:
Spherical particles are easier to mix, hence segregate more easily than non-spherical particles
Non-spherical particles have greater surface area to weight ratio: increase cohesive effects

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14
Q

Tumbling mixers:
What do they mix? What do they look like and how do they work?
What is the typical powder weight range used?
What volume of powder should occupy the mixer?
When are tumbling mixers used?
What kinds of mixing do they make happen?

A

Mix blending granules or free-flowing powders
Have many different designs
Might have intermediate containers e.g. feeder for a tablet machine
Generally rotate about an axis with controlled speed

Typical powder weight used range from 50g to 100kg
For best performance, the powder mixture should occupy from ½ to ⅔ of the mixer volume

Generally used in the blending of excipients prior tabletting
With a correct speed set, shear mixing will occur
With movement the powder dilates, allowing particles to move under gravitational force: diffusive mixing occurs

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15
Q

If there is an increase in particle size of a component in the mixer, how would you resolve this issue?
What are the consequences of this solution?

A

A solution could be to:
increase the dose unit (hence the scale of scrutiny), but this will impact on:
the number of particles per dose unit
the proportion of the active component

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16
Q

Turbine mixers are suitable for mixing what?
How are the blades designed to move?
How does the mixer work?
What do high shears in this mixer do?

A

Suitable for viscous fluids
Blades are designed to push the fluid radially, with no vertical motion

Fluids are forced through perforated diffuser rings at high velocity, producing high shears

In case of immiscible fluids, with sufficiently small orifices and high velocity, high shears enable the generation of droplets to obtain a stable dispersion

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17
Q

How does powder segregation occur in a random mix?

A

Already formed random mix might change to a non-random mix (or random mix never achieved)
Segregation is mainly caused by particles differing in: size, shape, density, and surface properties.

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18
Q

Scale of scrutiny - define

A

The scale of scrutiny is the amount of material (in weight or in volume) used to test the QUALITY of a mixture:

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19
Q

To minimise the amount of variation of ingredients in a powder can be minimised by

A
  • Understanding mixing mechanism principles
  • Identifying the criteria to select powders e.g. particle size-
  • Knowing the final dosage form properties and manufacturing processes
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20
Q

Negative mixtures

A

Negative mixtures: components tend to separate, and they need a constant input energy to maintain the desired dispersion e.g. suspension of solid particles in low viscosity solution.
The viscosity of the solution slow down the separation process e.g. cream, viscous suspension
Negative mixtures require a higher degree of mixing efficiency

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21
Q

Ordered mixing
Fine and coarse powder sizes
And structure

A

Coarse powder: 0.1-1mm
Fine powder: 50-100um

adhesion of fine to coarse powder
redistribution and exchange of fine powder
ordered mixture made

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22
Q

M=
SACT=
SR=
SE=

A

M= mixing index
SACT=standard deviation of particle size of actual sample being tested
SR=standard deviation of particle size of a randomly mixed sample
SE=estimated acceptable sample

23
Q

Explain shear mixing

A

Shear: interface mixing

Flows of one ‘layer of material over another ‘layer’, resulting in moving layers at different speeds

24
Q

Describe a random mixture

A

RANDOM MIXTURE: the components are perfectly mixed, hence the probability of selecting o type of particle is the same in all the positions in the mixture

25
Q

When mixing liquids… mechanisms:
What is bulk transport?
What is turbulent mixing?
What is molecular diffusion?

A

Bulk transport: quick degree of mixing
Movement of large amount of material within the mix
Turbulent mixing: highly effective mixing mechanism, volumes forced to move
Constant change in speed and direction; still part move together leaving unmixed volumes

Molecular diffusion: slow diffusion across concentration gradients
Note: all the mechanisms are likely to occur in a mixing process, arising from the movement of stirrer and/or paddle at suitable speed.

26
Q

Steps after mixing in manufacturing process

A

mixing→blending, granulation, compression→single tablet→scale up

27
Q

High-speed mixer-granulators
Advantages
Steps in the process

A

No need to transfer the product between processes (reducing segregation associated risks)

1st step:
Mixing process: driven by high shear forces, with diffusive mixing caused by mixture expansion in bed volume
Granulation:
decrease of the speed and inclusion of granulating agents, with the action of a side-mounted chopper blade

28
Q

List mechanisms for mixing powders

What determines the predominant mixing mechanism?

A
  • convection
  • shear
  • diffusion

Note: all the mechanisms are likely to occur in a mixing process. Mixer type, mixing process, particle characteristics and their flowability determine which mixing mechanism is predominant.

29
Q

How to minimise segregation of powders?

A
  • Similar size of drug and excipients (better with narrow size distribution)
  • Use size smaller than 30 um to reduce segregation (but it might cause aggregation)
  • Control the shape
  • Select components with similar densities
  • Granulate the mixture
  • Reduce mechanical stresses (e.g. vibration) during the transport between manufacturing processes
  • Use equipment for multiple operations e.g. high-speed mixer/granulator for mixing and granulation
  • Use of ordered mixtures
30
Q

Neutral mixtures

A

Neutral mixtures: the components have no tendency either to mix or to separate spontaneously.
It is possible to separate the mixture, but energy is required

31
Q

Explain diffusion mixing

A

Diffusion: allows the movement of individual particles to achieve a true random mix.
Powder bed forced to move: the movement generates space between particles

32
Q

Monitoring variables of a mixing process:

A
  • Degree (or extent) of mixing
  • State of the mixing process
  • Indicators of “sufficient” mixing
  • Indicators to assess the efficiency of a mixer
  • Mixing time required for each process
33
Q

Describe the best type of mixture
What is an important factor to determine the quality of a formulation?
What makes it harder to access the quality of the mixing process?

A

Powder mixing is considered a ‘chance’ process: the best type of mixture to be obtained have components distributed randomly

The proportion of the active component in the dosage form and in the scale of scrutiny is an important factor to determine the quality of a formulation

The lower concentration of active drug in the mixture, the more difficult is to test the quality of the mixing process;
The bigger Scale of scrutiny is used, the lower is the deviation in components content

34
Q

Mixing of liquids into suspensions:

What is the effect of increasing the viscosity of the mixing components?

A

The same applies to suspensions, with increasing viscosity the mixing components
Is more “difficult” and take more time
But, particle sedimentation rate is reduced, hence the suspension is more homogeneous

35
Q

When does Segregation between processes occur?

What can this lead to?

A

Between manufacturing steps
-transport
-mixing prior to filling machinees
Variation in content, with subsequent lack of quality in mixture

36
Q

Importance of particle size and what it influences

A

Particle size of the drug (API) and other excipients (powder form) in the formulation influences:

  • Physical performances of the medicine
  • Pharmacological effects of the drug
  • Powders might possess variations in particle size distribution
  • influences static process and dynamic process
37
Q

What type of mixing is preferred for potent drugs?

A

Diffusive

38
Q

When estimating the variation of content of a component with respect to the ideal proportion
What is the ideal proportion represented by?

A

P

39
Q

N=

A

Sample size

40
Q

What are the two parameters used to describe the variation of content of a component in a mixing process?

A

-Standard deviation - square root of p(1-p)/n

-percentage coefficient of variation i.e. %CV
%CV=SD/p x 100%

41
Q

relationship between mixing efficiency and scale-up

A

Mixing efficiency increases with scaled-up mixing processes

42
Q

What may change in large scale production?

A

-drug particle characteristics. This may affect the mixing process

43
Q

What needs to be validated when the mixing process is scaled up?

A

Optimum mixing time and conditions

44
Q

Name 2 types of agitator mixer and describe the motion used

A

blade (or paddle) motion to mix powders through convective mechanisms:

  • ribbon mixer
  • planetary mixer (look like baking mixer)
45
Q

Turbine mixers
What do they mix?
How are the blades designed to aid this?
How does the mixer work?
What about if immiscible fluids are used?

A
  • Suitable for viscous fluids
  • Blades are designed to push the fluid radially, with no vertical motion
  • fluids are forced through perforated diffuser rings at high velocity, producing high shears
  • In the case of immiscible fluids with sufficiently small orifices and high velocity, high shears enable the generation of droplets to obtain a stable dispersion
46
Q

When estimating the variation of content of a component with respect to the ideal proportion
What is the ideal proportion represented by?

A

P

47
Q

N=

A

Sample size

48
Q

What are the two parameters used to describe the variation of content of a component in a mixing process?

A

-Standard deviation - square root of p(1-p)/n

-percentage coefficient of variation i.e. %CV
%CV=SD/p x 100%

49
Q

relationship between mixing efficiency and scale-up

A

Mixing efficiency increases with scaled-up mixing processes

50
Q

What may change in large scale production?

A

-drug particle characteristics. This may affect the mixing process

51
Q

What needs to be validated when the mixing process is scaled up?

A

Optimum mixing time and conditions

52
Q

Name 2 types of agitator mixer and describe the motion used

A

blade (or paddle) motion to mix powders through convective mechanisms:

  • ribbon mixer
  • planetary mixer (look like baking mixer)
53
Q

Turbine mixers
What do they mix?
How are the blades designed to aid this?
How does the mixer work?
What about if immiscible fluids are used?

A
  • Suitable for viscous fluids
  • Blades are designed to push the fluid radially, with no vertical motion
  • fluids are forced through perforated diffuser rings at high velocity, producing high shears
  • In the case of immiscible fluids with sufficiently small orifices and high velocity, high shears enable the generation of droplets to obtain a stable dispersion