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MIXING
Syllabus:
Fundamentals.
Factors influencing the selection of mixers.
Mixing mechanism. Study of solid-solid, solid-liquid and liquid-liquid mixers used in industry.
Questions:
1.      Mixing of viscous masses - short note. (99)                                                                                 [4]
2.      Define mixing index for pastes and solids. How do they vary with time of mixing? (98)     [5]
What are the different types of impellers used for mixing liquids? How vortex formation is controlled in mixing tanks? (98)                                                                                                                                       [5]
3.      Power requirement in mixing - short note (98)                                                                            [4]
4.      What factors influenced the selection of mixers? (97)                                                               [4]
5.      Write short note on solid-solid mixers. (97)                                                                                 [4]
6.      Write short note on solid-solid mixing. (96)                                                                                 [4]
7.      Write short note on the operation of a V-type mixer. (95)                                                                        [4]
8.      Define mixing. What are the objectives of mixing? Explain the mechanism for powder mixing. (94)                                                                                                                                                                      [16]
 


Definition:
            Mixing may be defined as an operation in which two or more components, in a separate or roughly mixed condition, are treated so that each particle lies as nearly as possible in contact with a particle of each of the other ingredients.
Objectives of mixing:
1. Simple physical mixture
            This may be simply the production of a blend of two or more miscible liquids or two or more uniformly divided solids. In pharmaceutical practice, the degree of mixing must commonly be of a high order, as many such mixtures are dilutions of a potent substance (e.g. small amount of steroid mixed in large amount of inert diluents), and correct dosage must be ensured.
2. Physical change
            Mixing may aim at producing a change that is physical, for example the solution of a soluble substance. In case, a lower efficiency of mixing will often be acceptable because the mixing merely accelerates a process that could occur by diffusion, without agitation.
3. Dispersion
            This includes the dispersion of two immiscible liquids to form an emulsion or the dispersion of a solid in a liquid to give a suspension or paste. Usually good mixing is required to ensure stability.
4. Promotion of reaction
            Mixing will usually encourage (and control at the same time) a chemical reaction, so ensuring uniform products. Examples of this type include products or processes where accurate adjustment to pH is required and the degree of mixing will depend on the process.
TYPES OF MIXTURES
            Mixtures may be divided into three types that differ fundamentally in their behavior:
Positive mixtures
            Positive mixtures are formed from materials such as gases and miscible liquids, where irreversible mixing would take place, by diffusion, without the expenditure of energy provided time is unlimited. In general, such materials do not present any problems in mixing.
Negative mixtures
            Suspensions of solids in liquids are examples of negative mixtures that require work for their formation, and the components of which will separate unless work is continually expended on them.
Negative mixtures are more difficult to form and a higher degree of mixing efficiency is required.
Neutral mixtures
            Neutral mixtures are static in their behavior, the components having no tendency to mix spontaneously, nor do they segregate when mixed.
e.g. Pastes, ointments and mixed powders.
MIXING LIQUID WITH LIQUID
The mixing operation has two requirements:
1.      Localized mixing, sufficient to apply shear to the particles of the fluid.
2.      A general movement, sufficient to take all parts of the bulk of the materials through the shearing zone and to ensure that a uniform final product is obtained.
For readily miscible liquids - flow alone is sufficient.
For two immisible liquids to produce an emulsion - shear force is essential.
Mixers:
Liquid mixing is usually performed with a
(i)     mixing element, commonly a rotational device, which provides the necessary shear force and flow,
(ii)   a tank in which the mixing element will be fitted.
Mechanism of mixing:
The movement of the liquid at any point in the vessel will have three velocity components and the complete flow pattern will depend upon variations in these three components in different parts of the vessel.
The three velocity components are:
(i)     Radial component, acting in a direction vertical to the impeller shaft.
(ii)   Longitudinal component, acting in a direction parallel to the impeller shaft.
(iii) A tangential component, acting in a direction that is a tangent to the circle  of rotation round the impeller shaft.
A satisfactory flow pattern will depend on the balance of these three components.
Examples: Assuming that the impeller is placed vertically in a mixing tank.
·        Excessive radial movement, especially if solids are present, will take materials to the container wall, when they fall to the bottom and may rotate as a mass beneath the impeller.
·        If the tangential component is dominant, a vortex forms and may deepen until it reaches the impeller, when aeration occurs.
·        If the longitudinal component is inadequate, liquids and solids may rotate in layers without mixing, even when rotation is rapid and in the presence of vortexing.

Factors affecting the flow pattern of liquids:
(i)     Form of impeller and its position; e.g. whether it is high or low in the vessel, whether mounted centrally or to one side, or whether the shaft is vertical or inclined.
(ii)   Container shape.
(iii) Presence of baffles.
(iv)  Liquid properties - It has been found that the optimum speed of rotation (v) of the mixing element and the ratio of the diameter of the container (D), to the diameter of the mixing element (d) are both inversely proportional to the apparent viscosity (h) of the liquid.
i.e.       v          µ         1/h
            D/d       µ         1/h
·        Hence, a liquid of low viscosity will use an impeller with a D/d ratio of the order of 20 and rotating at high speed.
·        A liquid of high viscosity, such as paste, will need a D/d ratio of 1 and low speed of rotation. i.e., blades of the impellers are used so that they more slowly and scrape the side of the vessel.

MIXING EQUIPMENT FOR LIQUID
Shaker mixers:
They agitate the material either in a oscillatory or a rotary movement.
·        Oscillatory movement is applicable to small-scale working only.
·        Rotary movement can be applied to large vessels, which are usually cylindrical in shape and rotated in a similar manner to the ball mill.
Factors affecting the mixing efficiency in rotary type are:
·        Viscosity of liquid,
·        Construction of vessel (mixer container) e.g. baffles within the vessel.
·        Use: these have limited use.

Propeller mixers:
·        The propellers are small impellers that produce an longitudinal movement of liquids.
·        Generally they are small in relation to the container i.e. container diameter to propeller diameter ratio (D/d) » 20.
·        They generally operates at high speeds: upto 8000 rpm.
·        Propeller mixer is not normally effective with liquids of viscosity greater than about 5 Ns/m2 ; which is some what greater than glycerin or castor oil.
Vortexing and its remedies:
Due to the high speed of the propellers vortexing and finally aeration may occur; i.e. air may get entrapped which may be difficult to remove from the product and the air may encourage oxidation in some cases.
To avoid vortexing the following strategies can be worked out:
(i) The propeller should be deep into the liquid and [fig (a)]
(ii) Symmetry should be avoided:
(a) propeller shaft may be off-set from the center. [fig (b]
(b) propeller shaft may be mounted at an angle to the vertical wall of the container. [fig (c)]
(c) the shaft may enter side of the vessel [fig (d)]
(d) or, a vessel other than cylindrical may be used, (N.B. although this is liable to give rise to ‘dead spots’ in corners)
(iii) A push-pull type of propeller may be used in which two propellers of opposite pitch are mounted on the same shaft so that the rotating effects are in opposite directions and cancel each other. [fig (e)]
(iv) One or more baffles may be used which are usually vertical strips attached to the wall of the vessel. [fig (f)]
 Use:
(i) Propellers are suitable when strong vertical currents are required e.g. in suspensions of solids in liquids.
(ii) They are not suitable when considerable shear is required, as in emulsification.

Turbine mixers
A turbine mixer uses a circular disc impeller, to which are attached a number of vertical  blades, which may be straight or curved.
Characteristics:
(i)     They are usually rotated at a some what lower speed than the propeller type.
(ii)   D/d ratio is lower than that of propeller type.
(iii) The blades are usually flat, hence, very little axial or tangential flow, the liquid moves rapidly in a radial direction.
(iv)  They give rise to greater shear forces than propeller type and these shear forces can be increased further by fitting a diffusing ring. This is a stationary perforated or slotted ring which surrounds the impeller, so that the discharged liquid must pass through the apertures. The diffuser reduces rotational swirling and vortexing , but is most useful in increasing shear forces.
(v)   They can deal with more viscous liquids than the propeller mixer, having a range upto 100Ns/m2 approximately the consistency of liquid glucose.


Use:
(i)     Suitable for viscous liquids.
(ii)   Not suitable for suspensions, because no vertical flow is there.
(iii) The higher shear forces and the greater viscosity range give it a special application in the mixing of liquids that may stratify with a propeller and, particularly, in the preparation of emulsions of immiscible liquids.

Paddle mixers
Paddle mixers use an agitator consisting usually of flat blades attached to a vertical shaft and rotating at low speed (100 rpm).
Characteristics:
(i)     For liquids of low viscosity simple flat paddles are used and the emphasis is on radial and tangential movements.
(ii)   Paddles for more viscous liquids generally have a number of blades, often shaped to fit closely to the surface of the vessel, avoiding ‘dead spot’ and deposited solids.
(iii) An alternative design for the more viscous range of liquids is the planetary motion mixer, which has a smaller paddle that rotates on its own axis, but travels also, in circular path round the mixing vessel. The agitator is fixed at the side of the vessel, to eliminate ‘dead spots’.
(iv)  The width of the agitator is not more than 1/2 to 2/3r of the diameter of the vessel, which requires less power than that needed for a full width central agitator, improves the circulation in the vessel, and increases mixing efficiency.

SOLID MIXING MECHANISM
It has been generally accepted that solids mixing proceeds by a combination of one or more of the following mechanisms:
1. Convective mixing:
A relatively large mass of material is moved from one part of the powder bed to another - this is called convection. Depending on the type of mixer employed, convective mixing can occur by an inversion of the powder bed, by means of blades or  paddles, or by means of a revolving screw etc.
2. Shear mixing
As a result of forces within the particulate mass, slip planes are set up. Depending on the flow characteristics these can occur singly or in such a way that it give rise to laminar flow. When shear occurs between regions of different composition and parallel to their interface, it reduces the scale of segregation by thinning the dissimilar layers. Shear occur in a direction normal to the interface of such layers is also effective since it too reduces the scale of segregation.
3. Diffusive mixing
Mixing by “diffusion” is said to occur when random motion of particles within a particle bed causes them to change position relative to one another. Such as exchange of positions by single particles result in reduction of the intensity of segregation. Diffusive mixing occurs at the interfaces of dissimilar regions that are undergoing shear and therefore results from shear mixing.

MIXING EQUIPMENT
·        The ideal mixer should produce  a complete blend rapidly with as gentle as possible a mixing action to avoid product damage.
·        It should be cleaned and discharged easily,
·        be dust-tight and
·        require low maintenance and
·        low power consumption.


Size reduction equipment can be used for mixing.
For example, attrition type of mill giving good shearing action near the moving surfaces. In general, these are not good mixers, however, because the batch is small, the material is not dilated, and there is very little convective movement.
Impact mills (e.g. hammer mills) are effective in dealing with aggregates, but the hold-up is too small to permit bulk mixing.

BATCH MIXERS
            In tumbling mixers, rotation of the vessel imparts movement to the materials by tilting the powder until the angle of the surface exceeds the angle of repose when the surface layers of the particles go into a slide.
            A common type of mixer consists of  a container of one of several geometrical forms, which is mounted so that it can be rotated about an axis. The resulting tumbling motion is accentuated by means of baffles or simply by virtue of the shape of the container.

Rotating -Shell Mixers
            The drum type, cubical-shaped, double-cone and twin shell blenders ar eall examples of this class of mixers.
Drum-type blenders with their axis of rotation horizontal to the centre of the drum are used quite commonly.
Disadvantages: This suffers from poor cross flow along the axis.
Remedy:-          The addition of baffles or inclining the drum on its axis increases cross flow and improves the mixing action.

Cubical and polyhedron shaped blenders with the rotating axis set at various angles also are available.
Disadvantages:- In the polyhedron type blender, because of their flat surface, the powder is subjected more to a sliding than a rolling action which is not conducive to the most efficient mixing.

Double cone blender provides a good cross flow with a rolling rather a sliding motion. Normally no baffles are required so that cleaning is simplified.

Twin shell blender combines the efficeincy of the inclined drum-type with the intermixing that occurs when two such mixers combinetheir flow. The twin-shell blender takes the form of a cylinder that has been cut in half, at approximately a 450-angle with its long axis, and then rejoined to form a “V”-shape. This is rotated so that the material is alternatively collected in the bottom of the V and then split into two portions when the V is inverted.
MOA
            This is quite effective because the bulk transport and shear, which occur in tumbling mixers generally, are accentuated by this design.
A bar containing blades that rotate in a direction opposite to that of the twin shell often is used to improve agitation of the powder bed, and may be replaced by a hollow tube for the injection of liquids.
The efficiency of tumbling mixers is highly depended on the speed of rotation.
·        If the rotation speed is too slow Þ does not produce desired tumbling or cascading motion nor                                                       does it generate rapid shear rates.
·        If the rotation speed is too high Þ produce centrifugal force sufficient to hold the powder to the                                                             sides of the mixer and thereby reduce efficiency.
·        If the rotation speed is optimumÞ depends on the size, shape, r.p.m. Commonly in the range of                                                   30 to 100 rpm.
Agitator mixers
Agitator mixer for powders can take a similar form to paddle mixers for liquids, but their efficiency is low. Planetary motion mixers are effective, but special design are to be preferred.
This type of mixers employs a stationary container to hold the material and brings about mixing by means of moving  screws, paddles or blades.
Use: Since the mixers do not depend entirely on gravity as do the tumblers, it is useful in mixing wet solids, sticky pastes etc.
The high shear force effectively break up lumps or aggregates.
Examples:
(i) The ribbon blender consists of a relatively long trough-like shell with a semicircular botom. The shell is fitted with a shaft on which are mounted spiral ribbons, paddles or helical screws, alone or in combination. These mixing baldes produce a continuous cutting and shuffling of the charge by circulating the powder from end to end of the trough as well as rotationally . The shearing action that develops between the moving blade and the trough serves to break down powder agglomerates.
Disadvantages: They are not precesion blenders and they are difficult to clean.
RIBBON BLENDER

(ii) Sigma blade and planetary mixers are also used at a step prior to addition of liquid (e.g just before wet massing in tablet wet-granulation). Fig. See semisolid mixers for sigma blenders and

 (iii) In helical flight mixer powders are lifted by a centrally located and vertical screw and allowed to cascade to the bottom of the tank.




MIXER FOR SEMISOLIDS
Agitator mixers
(i) Planetary motion mixers:
Agitator arms are designed to give a pulling and kneading action. Shape is such that it clears the mass from all sides and corners of the vessel.
(ii) Sigma arm mixer:
It uses two mixer blades, the shape of which resembles the Greek letter “sigma” (S).The two blades rotates towards each other and operate in a mixing vessel which has a double trough shape, each blade fitting into a trough.
The two blades rotate at different speeds, one usually about twice the speed of the other, resulting in a lateral pulling of the material and divisions into two troughs, while the blade shape and difference in speed causes end-to-end movement.
Use:
·        This types of mixers are of sturdy construction and high power, hence, they can handle even the heaviest plastic materials and products like tablet granule moves, and ointments are mixed readily.
·        To reduce the entrainment of air in ointment masses the sigma mixer can be enclosed and operated under reduced pressure, which is an excellent method for avoiding entrainment of air and may assist in minimizing decomposition of oxidizable materials, but it must be used with caution if mix contains volatile ingredients.
·        As with many other mixers, the vessel is jacket for heating or cooling and, in this case, the blades can be hollow for the same purpose. This can be very useful in practice, since some semi-solids may be reduced in viscosity by heating, while with other materials it may be necessary to dissipate the heat resulting from the energy put into the mixing process.
Shear mixers
Colloid mill as a stator and a rotor with conical working surfaces. The rotor works at speeds of the order of 3000 to 15000 rev/min and the clearance can be adjusted between 50 to 500 mm. A roughly mixed suspension or dispersion is introduced through a funnel and is thrown out between the working surfaces by centrifugal force.

Ultrasonic Mixers
An effective method for dealing with certain forms of mixing problems is to subject the material to ultrasonic vibration. This has a special application in mixing in the preparation of emulsions.

POWER REQUIREMENTS OF MIXERS
Large amount of energy is required for mixing. Only part of the energy supplied to the mixer is directly useful for mixing, and in many machines the useful part is small.
·        Mixers that work intensively on small quantities of material, dividing it into very small elements, make more effective use of energy than those that work more slowly on large quantities.
·        Machines that weigh little per pound of material processed waste less energy than heavier machines.
·        The shorter the mixing time required to bring the material to the desired degree of uniformity, the larger the useful fraction of the energy supplied will be.
·        Regardless of the design of the machine, however, the power needed to drive a mixer for pastes and deformable solids is many times greater than that needed by a mixer for liquids.
·        The energy supplied appears as heat, which must ordinarily be removed to avoid damaging the machine or the material.

MIXER SELECTION
Factors that must be taken into consideration before selection of a mixer include:
1.      the physical properties of the materials to be mixed, such as density, viscosity and miscibility,
2.      economic considerations regarding processing, e.g. time required for mixing and the power expenditure necessary, and
3.      cost of equipment and its maintenance.

For monophasic system:
·        The viscosity and the density of the fluid(s) to be mixed determine the type of flow that can be produced.
·        Fluids of relatively low viscosity are best mixed by methods that generate a high degree of turbulence and at the same time circulate the entire mass of material. e.g.various high speed impeller mixers can be used.
·        For viscous creams, ointments, and pastes it is impossible to produce turbulence within their bulk hence such preparations can be mixed in turbine mixers with flat blade of radial flow type.

Polyphase systems
The mixing of systems composed of several liquid or solid phases primarily involves the subdivision or deaggregation of one of the phases present, with subsequent dispersal throughout the mass of material to be mixed.
·        The mixing of two immiscible liquids require the subdivision of one of the phases into globules, which are then distributed throughout the bulk of the liquid. So high shear rate is required in mixing tow immiscible liquids.
·        For low-viscosity liquids high shear rates are commonly produced by passing the liquid under high pressure through small orifices or by bringing it into contact with rapidly moving surfaces. e.g. homogenizer and colloid mill.
·        For high-viscosity liquids e.g. in ointments are efficiently dispersed by the shear action of two surfaces in close proximity and moving at different velocities with respect to each other. e.g. paddle mixers, sigma blenders etc.
·        Mixing of finely divided solids with liquids of low viscosity i the production of suspension depends n the separation of aggregates into primary particles and the distribution of these particles throughout the fluid. High speed turbines, frequently fitted with stators, to produce increased shear, are often employed.
·        If the solid percentage is high or the liquid is of high viscosity the it will take the consistency of a paste or dough. In this case the machine should be of heavy design. Mixers that either knead or mull the material are required. e.g. Sigma blender is required.


·        Mulling mixers are efficient in deaggregation of solids. e.g. Roller mills consists of one or more rollers. Of these three roll type is preferred for semisolid preparations. The rollers rotate at different speed. The material is placed in the hopper which then passes through roller B and C. Materials coming into the rollers are crushed, depending on the gap between the rollers. The gap between c and D (lesser than the previous one) reduces the particles further and smoothes the mixture. a scrapper E continuously removes the materials from the roller D.

·        When small amount of liquid is mixed with large amount of solid powder (e.g. wet granulation method of tablet preparation) then mixers used for pastes are used e.g. planetary mixers, sigma blenders etc.


MIXING INDEX

            The degree of uniformity of a mixed product is expressed by mixing index.
Mixers act on two or more separate material in a random fashion. Once  a material is randomly distributed through another, mixing may be considered to be complete.
Procedure:
Let two powders A and B are mixed in a mixer. After mixing a number of small samples, at random from various locations in the mixture are taken and the fraction of A (or B) is determined in the samples.
Let the fractions are                  =          xi in each
Let the number of spot samples =          N
Average value of the measured concentrations   =         
When N is very large x will become m.



So the standard deviation of the samples :


As mixing proceeds the standard deviation, s, decreases towards zero. So a very low value means good mixing.
Now, before mixing starts two powders remain in two separate layers:
In the layer containing powder B concentration of powder A = 0                        i.e. x1 = 0
In the layer containing powder A concentration of powder A = 1                        i.e. x2 = 1
Under this conditions the standard deviation is given by           

where m is the overall concentration of A in the mixture. The mixing index for the mixture is then expressed by:

Significance:
In any batch mixing process, I is unity (i.e. I = 1) at the start and increases as mixing proceeds. In theory it should become infinite at long mixing time but practically it does not, for two reasons:
1          mixing is never quite complete
2          unless the analytical methods are extraordinarily precise the measured value of xi  never agree    exactly with each other or with x and I is finite even with perfectly mixed materials.
The maximum limiting value of I for “completely mixed” materials varies with the consistency of the materials being processed, the effectiveness of the mixer, and the precision of the analytical method. Typically it falls between the range of 10 and 150.