In order to promote the role of high-load anaerobic treatment
technology in the future "all" recall-processing model, to be able to
master anaerobic treatment technology from the design and
manufacture calculations to the IC system operation, it is necessary
to have additional follow-up studies, namely:
Study to quickly create granular sludge and operate
the system from flocculation sludge in IC.
In order to better solve the extrapolation problem
with interrelated multivariate parameters as in this study, it is
necessary to promote modeling research, especially in the direction
of large-scale hydrodynamic and pilot models. .
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at lab scale to
determine the processing capacity of IC system when operating the
system with pig-farming wastewater.
2. Research targets
Study on application of the internal circulation anaerobic
treatment system (IC) in the treatment of organic-rich wastewater,
specifically:
(i) Establishs the relationships between commonly used
parameters (load, surge rate) and IC system design parameters (size
of the riser, reaction area height).
(ii) Determines the correlation between the load and
processing capacity of the IC anaerobic system in case of swine
wastewater.
3
(iii) Determines the mixing ability by generated gas in the
system.
(iv) Determine value parameters (equipment height, reaction
area height, inside diameter, size of the riser) to serve the anaerobic
IC design.
3. Research content
Content 1: Experiment to determine the K ratio equal to the
amount of water (QN) which was pulled up by the amount of gas (QK)
depends on the riser cross section (S), submergence levels (H1),
water discharge heigh (H2) at the constant viscosity and density
solution
Content 2: Create equations to represent the relationship of K
with parameters: riser cross section (S), submergence depth (H1),
water discharge height (H2) at the constant viscosity and density.
Content 3: Fabrication and operation of the IC system with
swine wastewater to determine the processing capacity of the IC
system.
Content 4: Calculation of mixing ability of generated gas and
circulating water to determine IC system design parameters.
CHAPTE I: REVIEW
In the field of microbiology technology for wastewater
treatment, kinetics of anaerobic decomposition reaction in particular
and microbiological reactions in general follow Monod equation [12]:
𝑟𝑠𝑢 =
𝑘.𝑆
𝐾𝑆+𝑆
𝑋 (1.1)
Where:
rsu = substrate utilization rate per unit of reactor
volume, g/m3.d
4
k = maximum specific substrate utilization rate, g
substrate/g microorganisms.d
X = biomass (microorganism) concentration, g/m3
S = growth-limiting substrate concentration in solution,
g/m3
Ks = half-velocity constant, substrate concentration at
one-half the maximum specific substrate utilization
rate, g/m3
According to the equation 1, the reaction rate (treatment) is
proportional to maximum specific substrate utilization rate - k (in
anaerobic treatment process is a Specific Methanogenic Activity
(SMA) and microbial concentration (X) in the system. To decrease
the volume of equipment, X must be increased. New reactive
techniques that have high productivity must simultaneously solve the
requirements: increase X but not lose microbiological and
microorganisms with wastewater must be in good contact. New high-
rate devices (AC, AF, UASB, FB, EGSB, IC, ...) will solve these
problems.
The Internal Circulation (IC) technique
The IC technique started with a patent of Vellinga (1986) [54].
The basic composition of the IC system includes: water inlet
distributor, internal circulation device, high-load reaction area at the
bottom and low-load reaction area (deep cleaning) on the side above
(Figure 1.4).
The IC-type reactor is in the form of two overlapping UASB
tanks, usually cylindrical with about 20 m of height, the ratio
between height and diameter within the range of 2.3 – 8.
5
The structure of the input distributor has a conical shape,
cyclic flow from top to down, entering the cone in a tangential way
to form a vortex and mixing with the influent in the conical structure.
Figure 1. 4. Diagram of IC
system principle [48]
Above the distributor is
High-load reaction area with
expanded bed of granular sludge.
The high-load reaction area
extends to the first gas separator,
about 55-65% of the height of the
water column and the bed of
granular sludge can also occupy
its full height (the first gas
separator has about 2m of height).
Most of the organic matter is metabolized in this chamber, the biogas
produced is collected by the first phase separator and up through the
tube 1 (riser). When the gas flows up, it pulls water and sludge from
the high-load decomposition zone to the third liquid-gas separation
chamber, the gas separates, microorganisms and water are brought
back into the distributor.
The effluent from the high-load area only contains a small
amount of pollutants into the polishing area (upper chamber), this
chamber acts as a secondary treatment system and the organic
convert process be continue, gas generated is also collected by a
second phase separator and also performs gas-lift process, like the
first chamber
At the first chamber of the IC, water raising velocity can
reach over 20 m/h, when the granular sludge and wastewater contact
6
with the three phase separation at high speed, the gas separation
efficiency will be higher.
The highlight of the IC technique is at very high
microbiological density, the flow rate is very high due to the
contribution of internal circulation, combined with the high gas flow
(due to high conversion rate), which enhances the mixing ability of
the system. The internal circulation flow is self-regulating: high
substrate concentration produces a high amount of gas, which entails
high flow of the circulating flow, increases mixing ability and dilutes
the influent.
Thus, to enhance the mixing, different from the cases of AF,
FB and EGSB (they must use a circulating pump), the stirring
motivation in the IC system includes: (1) influent, (2) biogas
produced by anaerobic digestion, (3) circulating water flow by airlift
(when starting, it must use pump and then we have (4) liquid flow
due to circulating pump.
In the IC system, biogas generated by anaerobic digestion
process (COD) is an important mixing motivation but the level of
biogas generation depends on volumetric loading rate (VLR) and
conversion ability of microbial [19] [55].
Water pulling mechanism by air flow is the operating principle
of airlift reactor (ALR). ALR consists of a riser, a gas supply pipe
into the water rise pipe and a down-comer. The generated gas is
collected to the bottom of the tube submerged in water, when moving
upward, it expands (due to reduced pressure and specific gravity) and
causes the same effect on the water in the pipe, resulting in water
flowing back up and pulling the surrounding water flow, like an
airlift pump (airlift).
7
CHAPTER II: SUBJECTS, SCOPE AND RESEARCH
METHODOLOGY
2.1. Subjects and scope of the research
Research subjects
Internal circulation techniques (IC), airlift models and swine
wastewater.
Research scope
- Airlift model with submerge depth of the riser pipe of 2.85 m
and water discharge height of 50 cm.
- Anaerobic treatment of wastewater from wet-type pig farms
with IC systems of a useful volume of 30 liters.
Laboratory scale.
2.2. Research Methods
2.2.1. Experiment for K determination
Figure 2: 1. Diagram of the experimental system of determining K
The experiment was carried out by applying the determined
quantity of air (QK) into bottom of the riser (T1), changing the factors:
8
(i) Submergence height - H1, (ii) water discharge height - H2, and (iii)
inner diameter of the riser - d. The gas-water mixture is directed into
the downcomer (T2) with a diameter of d' (d'> d), the exit gas along
the open end above the T2, amount of water (QN) was pulled up by
the gas in over a specified period of time which is collected in the
water collection tank and quantified by the weighing method.
2.2.2. Set up the equation to represent the relationship
between the design parameters of airlift system and the operating
parameters - water flow and gas / water ratio
This equation is established based on the data obtained from
the experiment, combined with the equations and published data in
computer documents and programs.
First of all, based on conservation of energy law, in order to
be able to carry out the process of pulling water, the energy of the
gas (which is the potential energy of the gas - Etk) must be sufficient
to carry out the following processes:
- Push the water up to the H2 flushing height at the specified
upward section (potential energy of water at altitude H2-
Etn).
- Create flow of gas-water mixture (kinetic energy of gas-
water mixture in the riser pipe-Ed).
- Energy loss due to friction of the flow with the upward pipe
at the kinetic energy of the mixture - Ett.
(Etn + Ed + Ett) = η.Etk (2.3)
In which, E is represented by J/s.
From the expressions for calculating Etn, Ed, Ett and Etk (with K
= QN / QK) combine with the above equations and use the Excel
program to set up the equation and find the value of K.
9
2.2.3. Method to find experimental models of statistics
Through analysis of experimental conditions for determining
K, we see that K is a function of QK, H1, H2 and d parameters.
Gas velocity (vk) is determined by taking the flow of gas (Qk)
divided by cross section pipe (S):
)4/.(.
22
d
Q
R
Q
S
Q
v
kkk
k
(2.4)
Then, replace the two quantities QK and d with the gas
velocity (vK), we have the K representing function as follows:
),,(
21
HHvfK
K
(2.5)
Use the FORTRAN programming language to find
experimental models.
2.2.4. Experimental treatment of pig-farming waste water
Figure 2.2. Diagram of Experimental IC system for livestock
wastewater treatment
Experimental objectives: Determine the processing capacity of
the IC system with NTCNL and the amount of gas generated when
converting each substrate (in COD).
10
2.2.5. Calculate the capacity and mixing intensity in the
reaction area from biogas generated
𝑃𝑏𝑖𝑜𝑔𝑎𝑠 = 𝑝𝑎′𝑉𝑏𝑖𝑜𝑔𝑎𝑠𝑙𝑛 (
𝑝𝑏𝑖𝑜𝑔𝑎𝑠,ℎ𝑖
𝑝𝑎′
) (2.16 b)
hi = H + a – (i – i/2) (2.17)
P calculation diagram is as follows:
Figure 2.5. Mixing components in IC system
11
RESULTS AND DISCUSSION
1. Result of determination K
1.1. Experimental results
Accordingly, the amount of water (QN) collected by the
amount of air (QK) put-in and K value (ratio of QN/QK) depends on
the gas velocity (v) and submergence level (H1) and water discharge
height (H2).
Figure 3.6. Trend of changing values of K and QN (at H1 = 285 and
185 cm)
- K increases when (i) gas velocity (vk = QK / S) decreases
and/or (ii) H’ (ratio of H1/H2) increases (submergence level H1
increases or water discharge height H2 decreases); In this
experiments, maximum value of K (Kmax = 7,2) achieved at H1 = 285
cm; H2 = 10 cm (H’= 28,5) and v = 291 m/h (Figure 3.6), minimum
value of K (Kmin = 1,66) achieved at H1 = 185 cm, H2 = 50 cm (H’=
3,7) and v = 1456 m/h (Figure 3.6).
12
- The amount of water collected (QN) increases when (i) gas
velocity increases; and/or (ii) H1 increases (or H2 decreases) - H' =
H1 / H2 increases.
- vk increases when QK increases, though K decreases but QN
still increases, K decreases due to QK but the decrease speed is
slower following the hyperbolic function.
1.2. The equation represents the relationship between the
design parameters of airlift system and the operating parameters -
water flow and gas/water ratio.
Based on the energy conservation law to represent the
relationship of the amount of water pulled up by the gas, depends on:
(i) across section (S) of the upward pipe (T1); (ii) submergence depth
H1; and (iii) water discharged height (H2) – function K(H1,H2,d1).
Energy conservation equation:
Etn + Ed + Ett - ηEtk = 0 (3.1)
Etk is the potential energy of gas [88]:
)1ln(
1
a
aktk
P
gH
PQE
(3.2)
Etn is the potential energy of water:
2
gHQE
Ntn
(3.3)
Ed is the kinetic energy of gas-water mixture in the pipe:
2
2
2
)(
S
QQQ
E
KNN
d
(3.5)
Ett is energy loss due to flow resistance [89]:
dtt
E
d
HH
E )7,0(
21
(3.6)
- 0,7 is the coefficient of resistance.
13
25,0
Re
3164,0
(3.7)
Re- Reynolds number [89]:
Re = ρ.v.dtl/μ (3.8)
dtl = 2.(S/π)0,5.(1-1/(K+1)0,5) (3.9)
Replace the corresponding expressions above into equation
(3.1).
0
11
1
)
1
(1535,0
)1ln()1(85,0
4
875,12175,025,075,0
1
2
2
2
KS
K
K
d
HH
Q
P
gH
PKK
S
Q
gH
K
a
a
k
(3.10)
Solving equation (3.10) is to find the hidden number K. The
hidden number K is easy to find by graph method or using computer
programs. Here, use the optimal analytical method (What-if Analysis
function) by shifting the result (Goal-seek).
The degree of confidence (suitability) of equation (3.10) is
assessed by calculating the error percentage (K) between K value
obtained from experiment (Ktn) and K value calculated from equation
(3.10) at the same experimental condition:
%100.
K
K
K
tinh
tntinh
K
(3.11)
1.3. Evaluate the relevance of the proposed equation
Statistical results show that there are 254/270 experimental
data with errors less than 10%. Thus, it can be seen that the proposed
equation is consistent with the experimental results and is the basis
for calculating K value depending on the gas velocity (v) the
submergence level (H1), water discharge height (H2) and riser cross
sections (S).
14
Comparing Ktinh with KTN (Table 3.18), we see that Ktinh is
usually smaller than KTN, which proves that the real efficiency is
higher (about 80%), so the design with 80% efficiency is relatively
safe.
1.4. Evaluate the change of K when increasing the pipe
cross-section
In order to clarify the effect of the riser cross section, the
experiment was conducted with the cross section of the T1 tube of
4.45 cm2 (2,16 times greater) and 15.76 cm2 (7,65 times greater) at
H1 = 285 cm and H2 = 50 cm.
Table 3. 1. The K value with the riser cross section S = 4.45 cm2
QK (L/min) 2 2.5 3 3.5 4 4.5 5
vk (m/h) 270 337 405 472 539 607 674
Ktn 3.60 3.60 3.70 3.66 3.40 3.29 3.12
Ktính 3.70 3.577 3.451 3.327 3.207 3.093 2.985
(K (%) 2.85 -0.63 -6.73 -9.02 -5.67 -5.95 -4.34
Table 3. 2. The K value with the riser cross section is S = 15,76 cm2
QK (L/min) 5 6
vk (m/h) 190 228
Ktn 4.40 4.00
Ktính 4.03 3.98
(K (%) -5.95 -4.34
These results show that it is possible to use equation (3.10) to
calculate K for the cases of cross section increase.
1.5. Changing of K according to viscosity and density
a. Changing of K when viscosity increases
15
Types of wastewater which are considered to be organic-rich
is only a few tens of thousands of mg/L. The fact that the largest
organic ingredient is carbohydrates. The assumption of wastewater is
the sucrose solution. The content of 30 g/L corresponds to COD =
(30*384)/342 = 33,7 g/L (33.700 mg/L).
Calculation results show that the K value decreased
insignificantly, such as K at H1 = 285 and H2 = 50 cm, K285-50
decreases almost linearly when the viscosity increases, the reduction
is about 1; 1.8 and 3.8% corresponding to a viscosity increase of 8,2;
14,4 and 33,3% (or 30, 50 and 100 g sucrose).
Figure 3: 7. The change of K
value at different viscosities
Figure 3: 8. The decrease of K
value at different viscosities
3.1.4.2. Changing of K when the density of the solution
increases
In fact, in high rate anaerobic treatment tanks the density of
sludge commonly 20-40 kg/m3 (maximum of 80 kg VSS/m3) and the
density of active anaerobic sludge is at 1,00-1,05 g/mL [4], the
maximum density of the anaerobic sludge and wastewater mixture
calculated at 25oC about 999 kg/m3, compared to 997 kg/m3 of water,
the difference is only 0,2%. Thus, the terms in equation (3.10)
related to density are only about 0,2% difference.
16
With the density ρ = 1050, the K decrease range from 0,4 to
0,02% corresponding to vk increased from 291 to 1456 m/h. This
deviation is not remarkable, it can be ignored and it is possible to use
water instead of the reaction mixture in the next calculation.
Figure 3: 9. The change of K
value when density increases
Figure 3: 10. The decrease of K
value when density increases
1.6. Selection of performance models
Use fitting technique in Excel to represent the trend of
changing the value of K depending on vk, H1 and H2. Calculating K
according to the representation functions, calculating the error
between K obtained with Ktn, the result is the most suitable quadratic
function.
With the option of a quadratic function and using "FORTRAN
PROGRAMMING LANGUAGE" to find "MATHEMATICAL
MODEL" we obtain the following equation:
K = 7,889 – 5,534.vk + 0,4.H1 – 13,597.H2 – 0,604.vk.H1 + 6,478.vk.H2 +
0,711.H1.H2 + 1,613.vk2 + 0,08.H12 + 3,786.H22. (3.19)
The result of calculating K by equation (3.19) and the error
level compared to experimental K (see appendix 3) shows that the
average error for 253 results is 3.95% with R2 = 0.977. This result
17
shows that equation (3.19) can use for calculating the K in cases of
vk, H1, H2 and the cross section pipe change.
2. The operating results of the IC system with swine
wastewater
2.1. The relationship between productivity, efficiency and
organic loading
A synthesis of the experimental results for the relationship
between productivity, efficiency and OLR was shown in Figure 3.16.
and Figure 3.17.
Figure 3: 16. CODin, CODout loading and treatment efficiency
Figure 3: 17. The relationship between productivity and OLR
18
The results show that the system stable in range of total
organic loading rate (OLRtotal) is 7 to 10,12 kg/m3/day, the highest
efficiency reaches 82%, average at the stable stage reaches 75%.
When the load exceeds 10 kg/m3/day, the efficiency and
productivity values are reduced. The more OLR is the more
dispersed of efficiency value and the regression value between OLR
and efficiency is weaker, regression coefficient is quite low.
2.2. Flow of biogas in IC system
The gas production efficiency increases gradually when the
OLR increases, the maximum value is 64,6%, in stable stage the
average value reaches 55%. The methane content in biogas also
increased gradually when LOR increased, the average value of
methane in biogas was 59%.
Figure 3.23: Evolution of biogas flow generated in IC system
3. Calculation of mixing ability due to biogas
Suppose the IC system has cross section 1m2;
Case 1: equipment height 12 m; reaction area height of 8 m;
Case 2: equipment height 20 m; reaction area height of 14 m;
19
Supposes: OLR of 10 to 30 kg COD/m3/day; the average
conversion efficiency is 80%.
Table 3. 16. Intensity and mixing capacity generated by biogas
COD-CH4, kg/d 8 12 16 20 25
V-CH4, m
3/d, STP 2,8 4,2 5,6 7 8,75
V-biogas, m3/d, STP 4,308 6,462 8,615 10,769 13,462
Qbiogas, m
3/s 4,99.10-5 7,5.10-5 1.10-4 1,2.10-4 1,4.10-4
CASE 1: H = 12; i = 1 to 8 hi = 12,5 to 5,5
pbiogas = (10.33+hi)*g, kPa 223,21 203,65 184,10 164,55 154,77
Pbiogas, average, kW/m
3 0,0031 0,0046 0,0061 0,0077 0,0096
W/m3 3,072 4,607 6,143 7,679 9,599
�̅�, 1/s 58,75 71,95 83,08 92,89 103,85
CASE 2: H = 20, i = 1 to 14 hi = 20,5 to 7,5
pbiogas = (10.33+hi)*g, kPa 301,42 281,87 262,32 242,76 232,99
Pbiogas, average, kW/m
3 0,0009 0,0037 0,0074 0,0111 0,0129
Convert to W/m3 7,389 11,083 14,777 18,472 23,090
�̅�, 1/s 91,11 111,59 128,86 144,07 161,07
W/m3 = due to circulating water 0.26 0.40 0.53 0.66 0.82
Results calculated according to Table 3.16 show that with
OLR from 11 to 34,4 kgCOD/m3 and the COD conversion efficiency
of 80%, the amount of biogas produced from 2,99 to 9,35 L/m3/min.
Consider case 1: The capacity generated by biogas is from
3,07 to 9,60 W/m3 (the conversion of COD is about 23 kg/m3/day).
Consider case 2: With the equipment height of 20 m and the
reaction area height of 14 m, the capacity generated from the same
amount of biogas (2,99 to 9,35 liters/m3/minute) greatly increases
compared to the case 1 and reaches from 7,38 to 23,09 W.
Thus, with the same amount of COD converted (the same
amount of gas generated), the reaction height plays a decisive role in
mixing with self-generated gases. Besides, to achieve a strong
mixing level in the system, it is also necessary to produce a
sufficiently large amount of gas, which means that the amount of
20
COD converted must be large enough, in this case, the productivity
should be over 20 kg/m3/day. Energy due to circulated water is only
about 3,4% of the total mixing energy.
4. Calculate IC system technology parameters
Assumptions accepted: Wastewater flow is: 300, 500 and 1000
m3/day; COD is 4 g/L; Processing efficiency 80%; Activity sludge
density = 35 kg/m3; Microbial activity = 0,75 kgCOD/kgVSS/day;
Table 3. 17. Technology parameters of IC systems at different
processing capacities
Flow rate, m3/d 300 500 1000
COD loading, kg/d 1200 2000 4000
CODrem, kg/d 960 1600 3200
Vbiogas generated when converting 1 kg of COD at STP = 0.538, m3/kg
Vbiogas, m3/d 516 861 1722
Amount of activated sludge needed, kg VSS 1280 2133 4267
The volume of sludge required - Vsludge, m3 36,57 60,95 121,90
Volume of expansion (Vgn) = Vsludge, m3 36,57 60,95 121,90
Volume of 1st reaction area (V1), m3 73,14 121,9 243,8
Volume of 2nd reaction area (V2) = 1/2V1, m3 36,57 60,95 121,9
Total volume, m3 109,7 182,9 365,7
Case 1: Height/diameter ratio H/D = 6
Diameter D, m 2,86 3,39 4,27
Height H, m 17 20 26
Height of 1st reaction (0,65 H) 11,14 13,21 16,64
Discharge height, m 0,6 0,6 0,6
Suppose the efficiency of the lower
compartment is 90% 0,9
amount of gas produced in the lower
compartment, m3/d 464,8 774,7 1549,4
Convert to m3/h 19,4 32,3 64,6
From the gas velocity zone for large K, select the riser diameter.
K calculated from equation 3.10: 5,08 5,16 5,90
Total amount of water pulled up, m3/h 98,4 166,6 380,9
Water velocity (m/h):
Due to the circulating flow 15,37 18,51 26,66
Due to influent 1,95 2,31 2,92
21
Total water velocity in lower compartment, m/h 17,32 20,82 29,58
Case 1: Height/diameter ratio H/D = 4
Diameter D, m 3,27 3,88 4,88
Height H, m 13 16 20
Height of 1st reaction (0,65 H) 8,50 10,08 12,70
K calculated from equation 3.10: 5,08 5,17 5,90
Total amount of water pulled up, m3/h 98,4 166,9 380,9
Water velocity (m/h):
Due to the circulating flow 11,73 14,15 20,35
Due to influent 1,49 1,77 2,23
Total water velocity in lower compartment, m/h 13,22 15,92 22,57
The results from Table 3.17 show that, the participation of the
airlift structure and the ratio of H/D greatly affect the water velocity
in the system. The water velocity due to the recirculation flow makes
up more than 90% and in order to reach the high water velocity, the
H/D ratio is very important. Improving the productivity can reduce
the H/D ratio.
From the results of experiments and calculations, we can draw
some points to consider when designing and manufacturing IC
systems as follows:
- With IC system, the height is very important, depending on
the ability to manufacture and operate in practice, but choose the
appropriate height. However, it is necessary to ensure a certain
height to perform mixing with biogas.
- The three phase separator can include multiple three-phase
component splitters. Each one of the three-phase separator splitters
will have itself riser, the cross-sectional area (according to the
equipment section) should be calculated so that it is sufficient to
obtain the appropriate amount of air as well as the pushing height of
the riser.
22
CONCLUSIONS AND RECOMMENDATIONS:
Conclusions
1) From the result of Ktn determination, the equation (3.10)
has been proved for the appropriate extrapolation results
0
11
1
)
1
(1535,0
)1ln()1(85,0
4
875,12175,025,075,0
1
2
2
2
KS
K
K
d
HH
Q
P
gH
PKK
S
Q
gH
K
a
a
k
(3.10)
2) Based on experimental data and using FORTRAN
programming language, it has proposed the equation of experience
(3.19) suitable for calculating K. This is the basis for developing
towards modeling for the future.
2
2
2
1
2
212
121
.786,3.08,0.613,1..711,0..478,6
..604,0.597,13.4,0.534,5889,7
HHvHHHv
HvHHvK
kk
kk
(3.19)
3) From K calculated from equation (3.10) we calculate
quantities for designing the following IC:
(i) Pipe cross section from biogas generated, (ii)
Surged depth of H1 and H2 flushing height, and (iii) Height and
diameter are suitable to reach large K for IC. These three factors
relate to the calculation of K.
Water velocity in the lower compartment of the IC
when there is internal circulation.
4) From the quantitative results of gas mixing abi
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