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Mathematical Theory and Modeling                                                               www.iiste.org
ISSN 2224-5804 (Paper)    ISSN 2225-0522 (Online)
Vol.2, No.3, 2012



    Rotary Brown Stock Pulp Washers through Mathematical
                     Models – A Review

                                    V. K. Kukreja1 and Jitender Kumar2*

    1.    Sant Longowal Institute of Engineering & Technology, Sangrur, Punjab.

    2.    Bhai Gurdas Institute of Engineering & Technology, Sangrur, Punjab.

         * E-mail of the corresponding author: Email: jitenderrattan2005@gmail.com


Abstract
Increasing the accuracy of a model generally increases cost and decreases flexibility. The goal in creating a
model is usually to obtain a “Sufficiently accurate” and flexible model at a low cost. Pulp and Paper
making process involves many complex unit operations and process. The process of pulping and paper
making is intensive with respect to row materials, energy, water and chemicals. If the plants are heat
operated carefully it can also become pollution intensive. The key operation influencing the economy of the
plant as well as controlling the pollution load is the washing process. Almost all the mills in the country use
rotary vacuum washers for separating the black liquor from the pulp and for ensuring clean pulp to be
available for downstream processing. The parameters which influence the operation of a brown stock
washer are many and the phenomenon involved in the washing operation are complex. The present paper
makes an attempt to look at the various parameters influencing the washing and look at various
mathematical models used to predict the washer performance.
Keywords: accuracy, flexibility, low cost, pulp washing, black liquor.


1. Introduction
From a business perspective, it is clear that an improved ability to simulate, predict, or understand certain
real-world systems through mathematical modeling provides a distinct competitive advantage. Furthermore,
just as in pure science, as computing power becomes cheaper, modeling becomes an increasingly
cost-effective alternative to direct experimentation. A washer yields weak black liquor and washer pulp.
The black liquor solids which remain in the washed pulp are sources of biological oxygen demand (BOD)
chemical oxygen demand (COD) absorbable organic halogens (AOX) etc. in effluent streams. Also poorly
washed pulp increases the amount of dioxins and chlorinated furans during bleaching (Hise et al. [1990]).
     According to Stromberg [1991] one kg of COD consumes about 0.4 to 0.8 kg of active chlorine.
Cullinan [1991] has shown that soda loss (as Na2So4) in a linear function of COD.        According to
Mccubbin et al. [1995] the average Canadian mill discharges nearly 2.0 kg AOX/ton of finished product.
Estimated cost of removing the AOX was $84/kg of AOX. AOX values of Indian mills using elemental
chlorine for bleaching are much higher.
    The present study is mainly intended to show the effect of different parameters on the brown stock
washing. Different investigators have contradictory views regarding the effect of pH temperature,
concentration of solids, consistency, and amount of wash water and velocity etc. on washing efficiency.
Mathematical models connected with brown stock washing and some efficiency parameters are also given.



2. Moral Motive of Pulp Washing


                                                      43
Mathematical Theory and Modeling                                                              www.iiste.org
ISSN 2224-5804 (Paper)    ISSN 2225-0522 (Online)
Vol.2, No.3, 2012
 In a rotary vacuum filter pulp is diluted in the vat with weak wash liquor and pulp consistency is
lowered to an extent of around 1. Due to the phenomenon of diffusion the black liquor solids present within
the fibers are removed. The phenomenon of adsorption desorption and dispersion also affects the washing
operation.
Diffusion of black liquor solids out of fibers depends upon time allowed. Volume of shower water and its
application, vat consistency rpm, channeling and foaming etc. Hakamaki et al. [1985] have shown that
introduction of 5 by volume of dispersed air decreases brown stock washer capacity by approximately 30.

3. Technique and Equipments

A mathematical algorithm to solve some coupled equations is developed and implemented into a computer
program using MATLAB. Rotary vacuum washer, digester washer, wash press, belt washer atmospheric
diffusers and febrifuge washer etc. are used to wash the pulp. Stromberg [1994] has presented an overview
of different washers regarding consistency, temperature range, retention time, displacement ration
efficiency and COD. Rotary vacuum washer consisting of a battery manner is still very common in majority
of industries in the world.

4. Models For Cake Washing Zone

The general equation used by different investigators to analyze the flow of liquor through the packed bed
can be written as (Kukreja et al.[1995])
                                  DL                                   (1)
Various forms of equation (1) can be obtained by putting different values for the ration a. For each equation
two cases might arise by considering or neglecting the effect of longitudinal dispersion coefficient (DL)
                                  n=k*c                (Linear)         (2)
                                   n/ t = k(c-n)       (Finite rate)   (3)
                              n/ t = k1c-k2n                   (Finite rate) (4)
                             n=ABc/(1+Bc)                 (Langmuir)         (5)


Equation (1) has been solved for the above adsorption desorption isotherms with different initial and
boundary conditions, by Lapidus et al. [1952] Kuo (1960) Grahs et al., [1975] Perron et al. [1977] , Kukreja
et al. [1995] and other investigators.
By using the microscopic analysis black liquor concentration of different stream can be found, which can
be used to measure the performance of brown stock washing system as a whole.

5. Performance of Different Parameters

         The parameters used to describe the performance of pulp washers can be divided into three
         categories
    •    Wash liquor usage parameters
    •    Solute removal parameters
    •    Efficiency parameters


5.1 Wash liquor Usage parameters

During pulp washing operation, the amount of wash water added, is sent to the evaporator for further
treatment. If more chemicals are used in this section, it will have perilous effect on environment whereas
excess use of water will increase the load on evaporator. Therefore there needs to be a balance in the
amount of wash water added and the impurities to be removed. Dilution factor, wash liquor ratio, weight


                                                     44
Mathematical Theory and Modeling                                                               www.iiste.org
ISSN 2224-5804 (Paper)    ISSN 2225-0522 (Online)
Vol.2, No.3, 2012
liquor ratio, filter entrainment and thickening factor are some commonly used parameters. For the
sake of brevity dilution factor is explained here, remaining parameters are discussed in Arora et al. (2008).
The difference between wash liquor entering and wash liquor in the washed pulp is known as dilution factor
or excess wash water.
                             DF = Lc – Ld                  (6)
Dilution factor represents the net amount of water that is added during washing. DF = 0, implies that the
black liquor in the pulp pad has been replaced by an equal amount of wash water. Negative DF means that
the amount of wash water used is less than the amount of liquor leaving with washed pulp.

5. 2 Solute Removal parameters

These parameters describe the amount of solids removed during a washing stage or washing operation and
can be used to predict the amount of bleach chemical consumption. The values of these parameters increase
when the wash liquor usage parameters are increased. Displacement ratio is the most prominent among
such parameters and is discussed below.
Displacement ratio of any stage is defined as the ratio of actual reduction of dissolved solids to the
maximum possible reduction of dissolved solids.

          DR = ( xi = xd ) / ( xi - xs)         (7)

DR value always lies between 0 to 1. When DR = 0 it means that the actual reduction of dissolved solids is
equal to the maximum possible reduction of dissolved solids, but this is an ideal stipulation and can not be
met in the industry.


5.3   Efficiency parameters


Efficiency parameters constitute an important part of the study of pulp washing operation. Soda loss (salt
cake loss) is a widely accepted method to check the efficiency of a washer. Percent efficiency is also used
for this purpose by some industries. Norden and modified Norden efficiency factors are used to find out the
number of stages to achieve the desired efficiency. Equivalent displacement ratio can be used to compare
the efficiency of two different types of washers.

Percentage of black liquor solids removed during the washing operation is known as efficiency of the
system. Kukreja et al (1995) have proposed an expression in terms of concentration and consistency by
assuming that density of all streams leaving and entering the washer is same.

                                                                              (8)

The efficiency factor of a washing system without side stream can be defined as the number of mixing
stages in series with complete mixing of underflow and overflow required achieving the same departing
underflow and overflowing as those of the washing system, when the entering flows of the mixing stage
system are the same as those of the washing system. Mathematically Norden’s efficiency factor (NEF) for a
single stage can be written as,

                                                                            (9)

According to Oxby et al. [1986] NEF is highly sensitive to flow rate measurement errors. They have
proposed an expression in terms of concentration and consistency measurements as follows,

                                                                             (10)

                                                      45
Mathematical Theory and Modeling                                                              www.iiste.org
ISSN 2224-5804 (Paper)    ISSN 2225-0522 (Online)
Vol.2, No.3, 2012
Phillips et at ( 1977) have developed Modified Norden’s efficiency factor ( MNEF) for a stage, as
the number of ideal counter current mixing stage equivalent to a washing system operating at standard
discharge consistency of 10 % or 12 % and at the same dilution factor.

                                                                            (11)

Where, Lst = (100 – Cyst) / Cyst
NEF and MNEF have the advantage of assigning an efficiency number to equipment. NEF and MNEF of
the entire system can be found by adding the value of each individual stage.

6. Factor Affecting Rate of Solute Removal

Several factors which affects the rate of solute removal from pulp fibers during washing are kappa number,
type of pulping (i.e. wood species, pulping methods, temperature, pH, concentration of solute and other
cations in the wash liquor and time allowed for leaching.
6.1 Kappa Number and Type of Pulp
Kappa number is used to describe the relative hardness, the degree of delignification obtained in a chemical
pulping process, the bleach ability or whitening optitude of a pulp. However, it should be noted that there is
no general and unambiguous relationship between the Kappa number and the lignin content. Hartler N.
and Rydin S. (1975) has studied the bisulphate pulp of spruce. Rosen (1975) has found that the level of
sorbed sodium was higher in pine (softwood) pulps than the white oak (hardwood) pulp. Grahs (1976) has
used pine aulphate pulps where as Xuan et al.(1978) used pine soda oxygen pulp and pine Kraft pulps for
their experiments. Smith et al. (1993) have shown that the leachable lignin and Kappa number are linearly
related.


6.2 Temperature

According to Loney et al. (2001) studied the effect of high output light-curing on temperature transfer
through resin composite and dentin. There exists no discernible relationship between sorbed sodium and
temperature in the range of 100-190 ºF (Rosen 1975). Similarly Trinh et al . (1987) have found no
relationship for Na between 30-50º C. Smith et al. (1993), for Douglas fir pulp, between 20-90ºC. Have
shown that relationship between rate of leaching of lignin and temperature is approximately linear.

6.3   pH

Liquids having different pH value were used as wash liquids. According to Potucek et al. (2002) the
distilled water was acidified to pH value ranging from 2.1 to 6.2 with sulfuric acid, while pH value in
alkaline region up to 10.9 were adjusted by the addition of sodium hydroxide. Hartler et al. (1975) when the
pH value of Kraft pulp is lowered towards neutrality, dissociation of free phenclac groups in the Kraft
lignin is reversed resulting in desorption of sodium. Rosen (1975) has found that there is a decrease of
about 8lb of Na2SO4/AD ton (4.03 kg Na2SO4/OD ton) for each pH unit. This relationship was found to be
independent of both Kappa number and pulp type. Trinh et al. (1987) have found that at low pH (3-6)
sorbed sodium increases rapidly. Smith et al. (1993) have shown that high pH is required to remove a
significant amount of lignin.

6.4   Concentration of Solutes

Rosen (1975) , Xuan et al. (1978) and Smith et al. (1993) have observed no effect of sodium ion
concentration in the wash liquor on sorbed sodium, where as other investigators like,Hartler et al. (1975),
Grahs (1976) and Trinh et al.(1987) have found that at low liquor concentration the sorbed sodium
decreased rapidly towards zero . At high liquor concentration the sorbed sodium approaches an asymptotic
value. This type of behavior can be well described by Langmuir equation,

                                                     46
Mathematical Theory and Modeling                                                              www.iiste.org
ISSN 2224-5804 (Paper)    ISSN 2225-0522 (Online)
Vol.2, No.3, 2012
                                S = ABc /(1+Bc)                 (13)
Ohlsson et al. (1975) have given a series of calions that are know to have a greater affinity for cellulose
than sodium,
                       H+   > Zn+2   >   Ca+2 > Mg+2 >        Cs+2     > K+ >    `Na+

6.5 Time of Leaching

Grahs (1976) has reported that rates of adsorption and the times for mass transport for lignin and sodium
are different. Trinh et al. (1987) have shown that within 1 minute masority of sodium ions and lignin
present in the liquor inside and outside the fiber walls is removed by the wash liquor. However, even after 2
days leaching of lignin from the continued. Cullinan (1991) has suggested that the difference in the
leaching rate of lignin and sodium is due to their molecular mass.

7. FACTOR AFFECTING BROWN STOCK WASHING

Some of the key factor which affects the efficiency is cake thickness consistency velocity and amount of
wash water used rpp pressure prop etc. specific surface area of fiber also affected the performance of a
rotary washer.

7.1 Cake Thickness

Cake thickness is found to influence the bed porosity significantly. Gren et al. (1973) have a found that the
sustenance yield in cieaa by increasing cake thickness (10 cm) Graphs (1976) observed same effect for the
bed linings 0.102-0.166m, for pine and sprees pulps of kappa number 32. Gren et at. (1985) found that
washing efficiency increase with bed length (10-90mm). Shower flow rate was 0.0127 cm/s. Trinh et
al.(1989)for thickness>25mm and consistency>138 have shown the pressure drop across the pad becomes
so high causing poor displacement washing . Han        et al. (1988) have known that when mat thickness
increases E factor also increase.

7.2 Consistency

Fiber consistency is found to decrease linearly with the cake thickness. Lee (1979) found that
increasers in consistency is not beneficial for washing efficiency .Hakamaki et al. (1985) formed pads
of different consistence (7-12%) and mat thickness 2 cm and found that NEF increases as consistency
is increased. Trinh et al. (1989) have shown that below 13% consistency washing efficiency
increasing pad thickness.

7.3 Velocity

Gren et al. (1973) selected velocities between 10-4 to 5 X 10-4 m/s for bed depths of 4,6,9cm and found
slight effect on the sub stance yield Lee (1979) at 40°C increased velocity from 0.0072 to 0.075cm/s and
found little effect on the displacement washing efficiency Hakamaki et al. (1985) have shown that NEF
decreases by increasing water velocity and have also stated that it is not straight forward to decrease the
wash water velocity to obtain high washing g efficiency because drum washer capacity can suffer at low
velocity.
Gren et al. (1985) studied the effect of flow rates between 0.4to 3.2X10-4 m/s and founding that wash ratio
decreases for higher velocities. Trinh et .al (1989) have found that washing efficiency increases with
superficial velocity at low consistency(3%) and remains unaffected with superficial velocity at high
consistency (15%). Pad thickness was 50mm and temperature 40°C.

7.4 RPM



                                                     47
Mathematical Theory and Modeling                                                             www.iiste.org
ISSN 2224-5804 (Paper)    ISSN 2225-0522 (Online)
Vol.2, No.3, 2012
Hakamaki et al. (1985) increased the rpm of drum from 1to 4 and found that the capacity of drum
increased by 2.5 times. Kukreja et al. (1995) have shown that by increasing the rpm fiber production rate
also increases.

7.5 Pressure Drop

Yi-Ning Wang et al. (2003) Products will increase with increasing reaction pressure while decrease with
increasing reaction pressure while decrease with increasing cooling temperature. Hakamaaki et al. (1985)
performed experiments with a pulp tester and concluded the increase in filtration pressure increase the drum
capacity but it is not so remarkable as with rpm and inlet vat consistency. Range of pressure drop was
between o.5-1.5m H2O (4900-14700 Pascal). Han et al (1988) have found that mat consistency increases
by increasing drum vacuum. Pressure drop was varied between 17.8-43.2 cm hg (23729-57589). Kukreja et
al .1995have also found that pressure drop (17500-25000Pascal) increases the fiber production rate.


8. Conclusion
The general transient mathematical model for a rotary vacuum filter used for pulp washing, was developed
using phenomenological principles.Sodium loss due to sorption is significant and it is essential to include
sorption effects in washing efficiency. Calculation, especially when washing efficiency is very high around
99%.The % error does not exceed 10%. Therefore it is prudent to infer that the model appears to be a
realistic one and can be used for the optimization of industrial problem.
Some optimum conditions for a rotary filter are,
    •    Cake thickness around 5cm,
    •    Temperature between 40-60º C,
    •    Rpm around 2,
    •    Pad consistency less than 13%
The results published by different investigators are inconsistent even for the same parameter. This may be
attributable to different pulping techniques, species of wood, equipments used for experiments (Pulp tester,
displacement cell, washers) etc.
Hence a uniform analysis is the need of the hour to increase the washing efficiency and to decrease
pollution load.

NOMENCLATURE

A: Maximum amount of sorbed Na, kg Na/kg pulp
B: Rate constant, m3/kg.
C: Concentration of Na in Liquor, kg/m3.
c: Solute concentration in the liquor Phase, kg/m3
Ci: Concentration of solute inside the vat, kg/m3
Cm: Mean concentration of solute, kg/m3
Cs: Concentration of solute in the wash liquor, kg/m3
CY: Pulp consistency, %
Cyd: Discharged consistency of pulp, %
Cyi: Inlet vat consistency of pulp, %
DF: Dilution factor, kg of liquor/kg of pulp
DL: Longitudinal dispersion coefficient, m2/s
DR: Displacement ratio, dimensionless

                                                     48
Mathematical Theory and Modeling                                                           www.iiste.org
ISSN 2224-5804 (Paper)    ISSN 2225-0522 (Online)
Vol.2, No.3, 2012
K*: Mass transfer coefficients
k, k1, K2: Mass transfer coefficients, 1/s
L: Amount of liquor, kg liq/kg pulp
n: Solute conc. On fibers, kg solid/m3 fiber
S: Amount of sorbed Na
t: Time, s
u: Liquor speed in cake pores, m/s
X; Dissolved solids, %
z: Variable cake thickness, m
Sub scripts
d: Discharged pulp
I : Inside the vat
s: Shower Liquor
st: Standard consistency


References
Arora S, Dhaliwal S.S. and Kukreja V.K. (2007) “Mathematical Modeling of the Washing Zone of an
Industrial Rotary Vacuum Washer”, Indian J. of Chemical Technology, 15, pp332-340.
Cullinan H.T. (1991) “The Efficiency of Pulp Washing With Regard to Lignin Removal”, Appita, 44(2),
pp91-94.


Grahs L.E. (1975) “Displacement Washing of Packed Beds of Cellulose Fibers, Part 1”, Svensk Papperst.,
78(12), pp446-450.


Grahs L.E. (1976) “Displacement Washing of Packed Beds of Cellulose Fibers, Part 2”, Svensk Papperst.,
79(3), pp84-89.
Grahs L.E. (1976) “Displacement Washing of Packed Beds of Cellulose Fibers, Part 3”, Svensk Papperst.,
79(3), pp123-128.


Gren U. and Grahs L.E. (1973) “Washing of        Cellulose Fibers Beds, Part 2”. Svensk Papperst, 76(16),
pp597-601.


Gren U. E. and Strom K.H.U. (1985) “Displacement Washing of Packed Beds of Cellulose Fibers”, Pulp
and Paper Canada, 86(9), pp72-76.


Hakamaki H. and Kovasin K. (1985) “The Effect of some Parameters on Brownstock Washing: A Study
Made with a Pulp Tester”, Pulp and Paper Canada, 86(9), pp45-52.


Han Y. and Edwards L. (1988) “Optimization of Fijter Washing Operation and Control”, Tappi, 71(6),
pp101-104.


Hartler N. and Rydin S.    (1975) “Washing of Pulps, Part 1”, Svensk Papperst, 78(10), pp367-372.


                                                    49
Mathematical Theory and Modeling                                                          www.iiste.org
ISSN 2224-5804 (Paper)    ISSN 2225-0522 (Online)
Vol.2, No.3, 2012

Hise R.G. and Hintz H.L. (1990) “Effect of Brown stock Washing on the formation of Chlorinated
Dioxins and Furans during Bleaching”, Tappi, 73(1), pp185-190.


Kukreja V.K. “Modeling of Washing of brown stock on rotary vacuum Washer”, PhD. thesis. University of
Roorkee, Roorkee, India, 1996.


Kukreja V.K. ,Ray A.K.,Singh V.P. and Rao N.J.(1995) “A Mathematical Model for Pulp Washing on
different Zones of a Rotary Vacuum Filter”, Indian Chem. Eng.,Section A, 37(3), pp113.


Kuo M.T. (1960) “Filter Cake Washing Performance”, AIChE J., (4), pp566-568.


Lapidus L. and Amundson N.R.(1952) “Mathematics of adsorption in beds, part-vi: The effect of
longitudinal diffusion in ion exchange and chromatographic columns”, J. of Physical Chemistry, 56(11),
pp984–988.


Lee P. F.   (1979) “Optimization the Displacement Washing of Pads of Wood Pulp Fibers”, Tappi, 62(9),
pp75-78.


Loney, R. W. Price, R.B. (2001) Temperature Transmission of High-Output Light-Curing Units through
Dentin”, Operative Dentistry, 25(5) pp516-520


Luthi O. (1983) “Equivalent Displacement Ratio – Evaluating Washer Efficiency by Comparison”, Tappi,
66(4), pp82-84.


McCubbin N. and Folke J. (1995) “Significance of AOX vs. Unchlorinated Organics”, Pulp and Paper
Canada, 96(2), pp43-48.


Olsson A. and Rydin S. (1975) “Washing of Pulps, Part 2”, Svensk Papperst., 78(15), pp549-552.


Oxby P.W., Thomas D.S. and Kirkcaldy D.M. (1986) “A Method for Quantifying Pulp Washer Performance
That Does Not Use Flow Rate Measurements”, Tappi, 69(8), pp118-119.


Perron M. and Lebeau B. . (1977) “A Mathematical Model of Pulp Washing on Rotary Drums”, Pulp and
Paper Canada, 78(3), ppTR1-5.


Phillips J.R. and Nelson J. (1977) “Diffusion Washing System Performance”, Pulp and Paper Canada, 78(6),
pp73-77.


Potucek .F andSkotnicova I. (2002) “Influence of Wash Liquid Properties on the Efficiency of Pulp
Washing”, Chem. Pap., 56(6), pp369-373.


Rosen A.    (1975) “Adsorption of Sodium Ions on Kraft Pulp Fibers during Washing”, Tappi, 58(9),


                                                  50
Mathematical Theory and Modeling                                                        www.iiste.org
ISSN 2224-5804 (Paper)    ISSN 2225-0522 (Online)
Vol.2, No.3, 2012
pp156-161.


Stromberg C.B.   (1991) “Washing for low Bleach Chemical Consumption”, Tappi, 74(10), pp113-122.


Stromberg C.B.   (1994) “Washing of Dissolved Organic Solids from Pulp”, Paper Asia, 10(7), pp32-39.


Trinh D.T. and Crotogino R.H.   (1987) “Sodium Equilibrium in Kraft Pulp Washing”, Pulp Paper Science,
13(3), pp93-98.


Trinh D.T. and Crotogino R.H.     (1987) “The Rate of Solute Removal from Kraft Pulp Fibers during
Washing”, Pulp Paper Science, 13(4), pp126-132.


Trinh D.T. , Poirier N.A., Crotogino R.H. and Douglas W.J.M. (1989) “Displacement Washing of
Wood Pulps – An Experimental Study”, Pulp Paper Science, 15(1), ppj28-35.


Yi-Ning Wang, Yuan-Yuan Xu, Yang-Wang Li,Yu-long Zhao,Zhang (2003),”Heterogeneous modeling for
fixed-bed Fischer-Tropsch synthesis”, Chemical Engg. Science, 58, pp867-875


Xuan N .N., Venkatesh V., Gratzl J.S. and McKeen W.T. (1978) “The Washing of Sods – Oxygen Pulps –
Sorption Phenomena of Cations”, Tappi, 61(8), pp53-56.




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Rotary brown stock pulp washers through mathematical models a review

  • 1. Mathematical Theory and Modeling www.iiste.org ISSN 2224-5804 (Paper) ISSN 2225-0522 (Online) Vol.2, No.3, 2012 Rotary Brown Stock Pulp Washers through Mathematical Models – A Review V. K. Kukreja1 and Jitender Kumar2* 1. Sant Longowal Institute of Engineering & Technology, Sangrur, Punjab. 2. Bhai Gurdas Institute of Engineering & Technology, Sangrur, Punjab. * E-mail of the corresponding author: Email: jitenderrattan2005@gmail.com Abstract Increasing the accuracy of a model generally increases cost and decreases flexibility. The goal in creating a model is usually to obtain a “Sufficiently accurate” and flexible model at a low cost. Pulp and Paper making process involves many complex unit operations and process. The process of pulping and paper making is intensive with respect to row materials, energy, water and chemicals. If the plants are heat operated carefully it can also become pollution intensive. The key operation influencing the economy of the plant as well as controlling the pollution load is the washing process. Almost all the mills in the country use rotary vacuum washers for separating the black liquor from the pulp and for ensuring clean pulp to be available for downstream processing. The parameters which influence the operation of a brown stock washer are many and the phenomenon involved in the washing operation are complex. The present paper makes an attempt to look at the various parameters influencing the washing and look at various mathematical models used to predict the washer performance. Keywords: accuracy, flexibility, low cost, pulp washing, black liquor. 1. Introduction From a business perspective, it is clear that an improved ability to simulate, predict, or understand certain real-world systems through mathematical modeling provides a distinct competitive advantage. Furthermore, just as in pure science, as computing power becomes cheaper, modeling becomes an increasingly cost-effective alternative to direct experimentation. A washer yields weak black liquor and washer pulp. The black liquor solids which remain in the washed pulp are sources of biological oxygen demand (BOD) chemical oxygen demand (COD) absorbable organic halogens (AOX) etc. in effluent streams. Also poorly washed pulp increases the amount of dioxins and chlorinated furans during bleaching (Hise et al. [1990]). According to Stromberg [1991] one kg of COD consumes about 0.4 to 0.8 kg of active chlorine. Cullinan [1991] has shown that soda loss (as Na2So4) in a linear function of COD. According to Mccubbin et al. [1995] the average Canadian mill discharges nearly 2.0 kg AOX/ton of finished product. Estimated cost of removing the AOX was $84/kg of AOX. AOX values of Indian mills using elemental chlorine for bleaching are much higher. The present study is mainly intended to show the effect of different parameters on the brown stock washing. Different investigators have contradictory views regarding the effect of pH temperature, concentration of solids, consistency, and amount of wash water and velocity etc. on washing efficiency. Mathematical models connected with brown stock washing and some efficiency parameters are also given. 2. Moral Motive of Pulp Washing 43
  • 2. Mathematical Theory and Modeling www.iiste.org ISSN 2224-5804 (Paper) ISSN 2225-0522 (Online) Vol.2, No.3, 2012 In a rotary vacuum filter pulp is diluted in the vat with weak wash liquor and pulp consistency is lowered to an extent of around 1. Due to the phenomenon of diffusion the black liquor solids present within the fibers are removed. The phenomenon of adsorption desorption and dispersion also affects the washing operation. Diffusion of black liquor solids out of fibers depends upon time allowed. Volume of shower water and its application, vat consistency rpm, channeling and foaming etc. Hakamaki et al. [1985] have shown that introduction of 5 by volume of dispersed air decreases brown stock washer capacity by approximately 30. 3. Technique and Equipments A mathematical algorithm to solve some coupled equations is developed and implemented into a computer program using MATLAB. Rotary vacuum washer, digester washer, wash press, belt washer atmospheric diffusers and febrifuge washer etc. are used to wash the pulp. Stromberg [1994] has presented an overview of different washers regarding consistency, temperature range, retention time, displacement ration efficiency and COD. Rotary vacuum washer consisting of a battery manner is still very common in majority of industries in the world. 4. Models For Cake Washing Zone The general equation used by different investigators to analyze the flow of liquor through the packed bed can be written as (Kukreja et al.[1995]) DL (1) Various forms of equation (1) can be obtained by putting different values for the ration a. For each equation two cases might arise by considering or neglecting the effect of longitudinal dispersion coefficient (DL) n=k*c (Linear) (2) n/ t = k(c-n) (Finite rate) (3) n/ t = k1c-k2n (Finite rate) (4) n=ABc/(1+Bc) (Langmuir) (5) Equation (1) has been solved for the above adsorption desorption isotherms with different initial and boundary conditions, by Lapidus et al. [1952] Kuo (1960) Grahs et al., [1975] Perron et al. [1977] , Kukreja et al. [1995] and other investigators. By using the microscopic analysis black liquor concentration of different stream can be found, which can be used to measure the performance of brown stock washing system as a whole. 5. Performance of Different Parameters The parameters used to describe the performance of pulp washers can be divided into three categories • Wash liquor usage parameters • Solute removal parameters • Efficiency parameters 5.1 Wash liquor Usage parameters During pulp washing operation, the amount of wash water added, is sent to the evaporator for further treatment. If more chemicals are used in this section, it will have perilous effect on environment whereas excess use of water will increase the load on evaporator. Therefore there needs to be a balance in the amount of wash water added and the impurities to be removed. Dilution factor, wash liquor ratio, weight 44
  • 3. Mathematical Theory and Modeling www.iiste.org ISSN 2224-5804 (Paper) ISSN 2225-0522 (Online) Vol.2, No.3, 2012 liquor ratio, filter entrainment and thickening factor are some commonly used parameters. For the sake of brevity dilution factor is explained here, remaining parameters are discussed in Arora et al. (2008). The difference between wash liquor entering and wash liquor in the washed pulp is known as dilution factor or excess wash water. DF = Lc – Ld (6) Dilution factor represents the net amount of water that is added during washing. DF = 0, implies that the black liquor in the pulp pad has been replaced by an equal amount of wash water. Negative DF means that the amount of wash water used is less than the amount of liquor leaving with washed pulp. 5. 2 Solute Removal parameters These parameters describe the amount of solids removed during a washing stage or washing operation and can be used to predict the amount of bleach chemical consumption. The values of these parameters increase when the wash liquor usage parameters are increased. Displacement ratio is the most prominent among such parameters and is discussed below. Displacement ratio of any stage is defined as the ratio of actual reduction of dissolved solids to the maximum possible reduction of dissolved solids. DR = ( xi = xd ) / ( xi - xs) (7) DR value always lies between 0 to 1. When DR = 0 it means that the actual reduction of dissolved solids is equal to the maximum possible reduction of dissolved solids, but this is an ideal stipulation and can not be met in the industry. 5.3 Efficiency parameters Efficiency parameters constitute an important part of the study of pulp washing operation. Soda loss (salt cake loss) is a widely accepted method to check the efficiency of a washer. Percent efficiency is also used for this purpose by some industries. Norden and modified Norden efficiency factors are used to find out the number of stages to achieve the desired efficiency. Equivalent displacement ratio can be used to compare the efficiency of two different types of washers. Percentage of black liquor solids removed during the washing operation is known as efficiency of the system. Kukreja et al (1995) have proposed an expression in terms of concentration and consistency by assuming that density of all streams leaving and entering the washer is same. (8) The efficiency factor of a washing system without side stream can be defined as the number of mixing stages in series with complete mixing of underflow and overflow required achieving the same departing underflow and overflowing as those of the washing system, when the entering flows of the mixing stage system are the same as those of the washing system. Mathematically Norden’s efficiency factor (NEF) for a single stage can be written as, (9) According to Oxby et al. [1986] NEF is highly sensitive to flow rate measurement errors. They have proposed an expression in terms of concentration and consistency measurements as follows, (10) 45
  • 4. Mathematical Theory and Modeling www.iiste.org ISSN 2224-5804 (Paper) ISSN 2225-0522 (Online) Vol.2, No.3, 2012 Phillips et at ( 1977) have developed Modified Norden’s efficiency factor ( MNEF) for a stage, as the number of ideal counter current mixing stage equivalent to a washing system operating at standard discharge consistency of 10 % or 12 % and at the same dilution factor. (11) Where, Lst = (100 – Cyst) / Cyst NEF and MNEF have the advantage of assigning an efficiency number to equipment. NEF and MNEF of the entire system can be found by adding the value of each individual stage. 6. Factor Affecting Rate of Solute Removal Several factors which affects the rate of solute removal from pulp fibers during washing are kappa number, type of pulping (i.e. wood species, pulping methods, temperature, pH, concentration of solute and other cations in the wash liquor and time allowed for leaching. 6.1 Kappa Number and Type of Pulp Kappa number is used to describe the relative hardness, the degree of delignification obtained in a chemical pulping process, the bleach ability or whitening optitude of a pulp. However, it should be noted that there is no general and unambiguous relationship between the Kappa number and the lignin content. Hartler N. and Rydin S. (1975) has studied the bisulphate pulp of spruce. Rosen (1975) has found that the level of sorbed sodium was higher in pine (softwood) pulps than the white oak (hardwood) pulp. Grahs (1976) has used pine aulphate pulps where as Xuan et al.(1978) used pine soda oxygen pulp and pine Kraft pulps for their experiments. Smith et al. (1993) have shown that the leachable lignin and Kappa number are linearly related. 6.2 Temperature According to Loney et al. (2001) studied the effect of high output light-curing on temperature transfer through resin composite and dentin. There exists no discernible relationship between sorbed sodium and temperature in the range of 100-190 ºF (Rosen 1975). Similarly Trinh et al . (1987) have found no relationship for Na between 30-50º C. Smith et al. (1993), for Douglas fir pulp, between 20-90ºC. Have shown that relationship between rate of leaching of lignin and temperature is approximately linear. 6.3 pH Liquids having different pH value were used as wash liquids. According to Potucek et al. (2002) the distilled water was acidified to pH value ranging from 2.1 to 6.2 with sulfuric acid, while pH value in alkaline region up to 10.9 were adjusted by the addition of sodium hydroxide. Hartler et al. (1975) when the pH value of Kraft pulp is lowered towards neutrality, dissociation of free phenclac groups in the Kraft lignin is reversed resulting in desorption of sodium. Rosen (1975) has found that there is a decrease of about 8lb of Na2SO4/AD ton (4.03 kg Na2SO4/OD ton) for each pH unit. This relationship was found to be independent of both Kappa number and pulp type. Trinh et al. (1987) have found that at low pH (3-6) sorbed sodium increases rapidly. Smith et al. (1993) have shown that high pH is required to remove a significant amount of lignin. 6.4 Concentration of Solutes Rosen (1975) , Xuan et al. (1978) and Smith et al. (1993) have observed no effect of sodium ion concentration in the wash liquor on sorbed sodium, where as other investigators like,Hartler et al. (1975), Grahs (1976) and Trinh et al.(1987) have found that at low liquor concentration the sorbed sodium decreased rapidly towards zero . At high liquor concentration the sorbed sodium approaches an asymptotic value. This type of behavior can be well described by Langmuir equation, 46
  • 5. Mathematical Theory and Modeling www.iiste.org ISSN 2224-5804 (Paper) ISSN 2225-0522 (Online) Vol.2, No.3, 2012 S = ABc /(1+Bc) (13) Ohlsson et al. (1975) have given a series of calions that are know to have a greater affinity for cellulose than sodium, H+ > Zn+2 > Ca+2 > Mg+2 > Cs+2 > K+ > `Na+ 6.5 Time of Leaching Grahs (1976) has reported that rates of adsorption and the times for mass transport for lignin and sodium are different. Trinh et al. (1987) have shown that within 1 minute masority of sodium ions and lignin present in the liquor inside and outside the fiber walls is removed by the wash liquor. However, even after 2 days leaching of lignin from the continued. Cullinan (1991) has suggested that the difference in the leaching rate of lignin and sodium is due to their molecular mass. 7. FACTOR AFFECTING BROWN STOCK WASHING Some of the key factor which affects the efficiency is cake thickness consistency velocity and amount of wash water used rpp pressure prop etc. specific surface area of fiber also affected the performance of a rotary washer. 7.1 Cake Thickness Cake thickness is found to influence the bed porosity significantly. Gren et al. (1973) have a found that the sustenance yield in cieaa by increasing cake thickness (10 cm) Graphs (1976) observed same effect for the bed linings 0.102-0.166m, for pine and sprees pulps of kappa number 32. Gren et at. (1985) found that washing efficiency increase with bed length (10-90mm). Shower flow rate was 0.0127 cm/s. Trinh et al.(1989)for thickness>25mm and consistency>138 have shown the pressure drop across the pad becomes so high causing poor displacement washing . Han et al. (1988) have known that when mat thickness increases E factor also increase. 7.2 Consistency Fiber consistency is found to decrease linearly with the cake thickness. Lee (1979) found that increasers in consistency is not beneficial for washing efficiency .Hakamaki et al. (1985) formed pads of different consistence (7-12%) and mat thickness 2 cm and found that NEF increases as consistency is increased. Trinh et al. (1989) have shown that below 13% consistency washing efficiency increasing pad thickness. 7.3 Velocity Gren et al. (1973) selected velocities between 10-4 to 5 X 10-4 m/s for bed depths of 4,6,9cm and found slight effect on the sub stance yield Lee (1979) at 40°C increased velocity from 0.0072 to 0.075cm/s and found little effect on the displacement washing efficiency Hakamaki et al. (1985) have shown that NEF decreases by increasing water velocity and have also stated that it is not straight forward to decrease the wash water velocity to obtain high washing g efficiency because drum washer capacity can suffer at low velocity. Gren et al. (1985) studied the effect of flow rates between 0.4to 3.2X10-4 m/s and founding that wash ratio decreases for higher velocities. Trinh et .al (1989) have found that washing efficiency increases with superficial velocity at low consistency(3%) and remains unaffected with superficial velocity at high consistency (15%). Pad thickness was 50mm and temperature 40°C. 7.4 RPM 47
  • 6. Mathematical Theory and Modeling www.iiste.org ISSN 2224-5804 (Paper) ISSN 2225-0522 (Online) Vol.2, No.3, 2012 Hakamaki et al. (1985) increased the rpm of drum from 1to 4 and found that the capacity of drum increased by 2.5 times. Kukreja et al. (1995) have shown that by increasing the rpm fiber production rate also increases. 7.5 Pressure Drop Yi-Ning Wang et al. (2003) Products will increase with increasing reaction pressure while decrease with increasing reaction pressure while decrease with increasing cooling temperature. Hakamaaki et al. (1985) performed experiments with a pulp tester and concluded the increase in filtration pressure increase the drum capacity but it is not so remarkable as with rpm and inlet vat consistency. Range of pressure drop was between o.5-1.5m H2O (4900-14700 Pascal). Han et al (1988) have found that mat consistency increases by increasing drum vacuum. Pressure drop was varied between 17.8-43.2 cm hg (23729-57589). Kukreja et al .1995have also found that pressure drop (17500-25000Pascal) increases the fiber production rate. 8. Conclusion The general transient mathematical model for a rotary vacuum filter used for pulp washing, was developed using phenomenological principles.Sodium loss due to sorption is significant and it is essential to include sorption effects in washing efficiency. Calculation, especially when washing efficiency is very high around 99%.The % error does not exceed 10%. Therefore it is prudent to infer that the model appears to be a realistic one and can be used for the optimization of industrial problem. Some optimum conditions for a rotary filter are, • Cake thickness around 5cm, • Temperature between 40-60º C, • Rpm around 2, • Pad consistency less than 13% The results published by different investigators are inconsistent even for the same parameter. This may be attributable to different pulping techniques, species of wood, equipments used for experiments (Pulp tester, displacement cell, washers) etc. Hence a uniform analysis is the need of the hour to increase the washing efficiency and to decrease pollution load. NOMENCLATURE A: Maximum amount of sorbed Na, kg Na/kg pulp B: Rate constant, m3/kg. C: Concentration of Na in Liquor, kg/m3. c: Solute concentration in the liquor Phase, kg/m3 Ci: Concentration of solute inside the vat, kg/m3 Cm: Mean concentration of solute, kg/m3 Cs: Concentration of solute in the wash liquor, kg/m3 CY: Pulp consistency, % Cyd: Discharged consistency of pulp, % Cyi: Inlet vat consistency of pulp, % DF: Dilution factor, kg of liquor/kg of pulp DL: Longitudinal dispersion coefficient, m2/s DR: Displacement ratio, dimensionless 48
  • 7. Mathematical Theory and Modeling www.iiste.org ISSN 2224-5804 (Paper) ISSN 2225-0522 (Online) Vol.2, No.3, 2012 K*: Mass transfer coefficients k, k1, K2: Mass transfer coefficients, 1/s L: Amount of liquor, kg liq/kg pulp n: Solute conc. On fibers, kg solid/m3 fiber S: Amount of sorbed Na t: Time, s u: Liquor speed in cake pores, m/s X; Dissolved solids, % z: Variable cake thickness, m Sub scripts d: Discharged pulp I : Inside the vat s: Shower Liquor st: Standard consistency References Arora S, Dhaliwal S.S. and Kukreja V.K. (2007) “Mathematical Modeling of the Washing Zone of an Industrial Rotary Vacuum Washer”, Indian J. of Chemical Technology, 15, pp332-340. Cullinan H.T. (1991) “The Efficiency of Pulp Washing With Regard to Lignin Removal”, Appita, 44(2), pp91-94. Grahs L.E. (1975) “Displacement Washing of Packed Beds of Cellulose Fibers, Part 1”, Svensk Papperst., 78(12), pp446-450. Grahs L.E. (1976) “Displacement Washing of Packed Beds of Cellulose Fibers, Part 2”, Svensk Papperst., 79(3), pp84-89. Grahs L.E. (1976) “Displacement Washing of Packed Beds of Cellulose Fibers, Part 3”, Svensk Papperst., 79(3), pp123-128. Gren U. and Grahs L.E. (1973) “Washing of Cellulose Fibers Beds, Part 2”. Svensk Papperst, 76(16), pp597-601. Gren U. E. and Strom K.H.U. (1985) “Displacement Washing of Packed Beds of Cellulose Fibers”, Pulp and Paper Canada, 86(9), pp72-76. Hakamaki H. and Kovasin K. (1985) “The Effect of some Parameters on Brownstock Washing: A Study Made with a Pulp Tester”, Pulp and Paper Canada, 86(9), pp45-52. Han Y. and Edwards L. (1988) “Optimization of Fijter Washing Operation and Control”, Tappi, 71(6), pp101-104. Hartler N. and Rydin S. (1975) “Washing of Pulps, Part 1”, Svensk Papperst, 78(10), pp367-372. 49
  • 8. Mathematical Theory and Modeling www.iiste.org ISSN 2224-5804 (Paper) ISSN 2225-0522 (Online) Vol.2, No.3, 2012 Hise R.G. and Hintz H.L. (1990) “Effect of Brown stock Washing on the formation of Chlorinated Dioxins and Furans during Bleaching”, Tappi, 73(1), pp185-190. Kukreja V.K. “Modeling of Washing of brown stock on rotary vacuum Washer”, PhD. thesis. University of Roorkee, Roorkee, India, 1996. Kukreja V.K. ,Ray A.K.,Singh V.P. and Rao N.J.(1995) “A Mathematical Model for Pulp Washing on different Zones of a Rotary Vacuum Filter”, Indian Chem. Eng.,Section A, 37(3), pp113. Kuo M.T. (1960) “Filter Cake Washing Performance”, AIChE J., (4), pp566-568. Lapidus L. and Amundson N.R.(1952) “Mathematics of adsorption in beds, part-vi: The effect of longitudinal diffusion in ion exchange and chromatographic columns”, J. of Physical Chemistry, 56(11), pp984–988. Lee P. F. (1979) “Optimization the Displacement Washing of Pads of Wood Pulp Fibers”, Tappi, 62(9), pp75-78. Loney, R. W. Price, R.B. (2001) Temperature Transmission of High-Output Light-Curing Units through Dentin”, Operative Dentistry, 25(5) pp516-520 Luthi O. (1983) “Equivalent Displacement Ratio – Evaluating Washer Efficiency by Comparison”, Tappi, 66(4), pp82-84. McCubbin N. and Folke J. (1995) “Significance of AOX vs. Unchlorinated Organics”, Pulp and Paper Canada, 96(2), pp43-48. Olsson A. and Rydin S. (1975) “Washing of Pulps, Part 2”, Svensk Papperst., 78(15), pp549-552. Oxby P.W., Thomas D.S. and Kirkcaldy D.M. (1986) “A Method for Quantifying Pulp Washer Performance That Does Not Use Flow Rate Measurements”, Tappi, 69(8), pp118-119. Perron M. and Lebeau B. . (1977) “A Mathematical Model of Pulp Washing on Rotary Drums”, Pulp and Paper Canada, 78(3), ppTR1-5. Phillips J.R. and Nelson J. (1977) “Diffusion Washing System Performance”, Pulp and Paper Canada, 78(6), pp73-77. Potucek .F andSkotnicova I. (2002) “Influence of Wash Liquid Properties on the Efficiency of Pulp Washing”, Chem. Pap., 56(6), pp369-373. Rosen A. (1975) “Adsorption of Sodium Ions on Kraft Pulp Fibers during Washing”, Tappi, 58(9), 50
  • 9. Mathematical Theory and Modeling www.iiste.org ISSN 2224-5804 (Paper) ISSN 2225-0522 (Online) Vol.2, No.3, 2012 pp156-161. Stromberg C.B. (1991) “Washing for low Bleach Chemical Consumption”, Tappi, 74(10), pp113-122. Stromberg C.B. (1994) “Washing of Dissolved Organic Solids from Pulp”, Paper Asia, 10(7), pp32-39. Trinh D.T. and Crotogino R.H. (1987) “Sodium Equilibrium in Kraft Pulp Washing”, Pulp Paper Science, 13(3), pp93-98. Trinh D.T. and Crotogino R.H. (1987) “The Rate of Solute Removal from Kraft Pulp Fibers during Washing”, Pulp Paper Science, 13(4), pp126-132. Trinh D.T. , Poirier N.A., Crotogino R.H. and Douglas W.J.M. (1989) “Displacement Washing of Wood Pulps – An Experimental Study”, Pulp Paper Science, 15(1), ppj28-35. Yi-Ning Wang, Yuan-Yuan Xu, Yang-Wang Li,Yu-long Zhao,Zhang (2003),”Heterogeneous modeling for fixed-bed Fischer-Tropsch synthesis”, Chemical Engg. Science, 58, pp867-875 Xuan N .N., Venkatesh V., Gratzl J.S. and McKeen W.T. (1978) “The Washing of Sods – Oxygen Pulps – Sorption Phenomena of Cations”, Tappi, 61(8), pp53-56. 51