RSM was successfully used to investigate the effects of preparation variables on the MB
removal. HTC temperature was found to be the most significant effect on responses. In contrast,
the RS/water ratio was insignificant on the response. The optimum BC was obtained by using
HTC temperature, HTC time and RS/water ratio of 194.07 °C, 9.00 h and 5.00 wt%,
respectively, resulting in MB removal of 92.56 %. The surface of prepared BC was larger than
the surface of precursor.
7 trang |
Chia sẻ: honghp95 | Lượt xem: 503 | Lượt tải: 0
Bạn đang xem nội dung tài liệu Effect of preparation conditions of biochar from rice straw by hydrothermal carbonization - Ngoc Bich Nguyen, để tải tài liệu về máy bạn click vào nút DOWNLOAD ở trên
Journal of Science and Technology 55 (1B) (2017) 223–229
EFFECT OF PREPARATION CONDITIONS OF BIOCHAR FROM
RICE STRAW BY HYDROTHERMAL CARBONIZATION
Ngoc Bich Nguyen1, 2, *, Cao Thanh Tung Pham1, 3, Dinh Thanh Nguyen1, 4
1 Graduate University of Science and Technology, Vietnam Academy of Science and Technology
18 Hoang Quoc Viet Street, Nghia Do Ward, Cau Giay District, Ha Noi, Vietnam
2Centre of Chemical Analysis, Dong Thap University
783 Pham Huu Lau Street, Ward 6, Cao Lanh City, Dong Thap Province, Viet Nam
3 Institute of Chemical Engineering, Viet Nam Academy of Science and Technology
1 Mac Dinh Chi Street, Ben Nghe Ward, District 1, Ho Chi Minh City, Vietnam
4 Institute of Applied Material Science, Viet Nam Academy of Science and Technology
1 Mac Dinh Chi Street, Ward 14, District 1, Ho Chi Minh City, Vietnam
*Email: nnbich2906@gmail.com
Received: 30 December 2016; Accepted for publication: 6 March 2017
ABSTRACT
Biochar was prepared from rice straw using hydrothermal carbonization method which
consisted of zinc chloride treatment. The effects of hydrothermal temperature, time and
biomass/water rate on methylene blue removal from aqueous solution were investigated.
Besides, response surface modeling (RSM) and the central composite design – face centered
(CCF) method will be used in designing experiments. It was found that the optimal conditions
for high efficiency of biochar were such that: temperature of 194.07 °C, 9.00 hours and
biomass/water ratio of 10 wt%, which resulted methylene blue removal of 92.56 %.
Keywords: hydrothermal carbonization, biochar, rice straw, methylene blue.
1. INTRODUCTION
Agricultural waste would be an attractive starting precursor for carbonaceous materials
because of its abundance, low cost, excellent properties and special structures [1, 2].
Accordingly, numerous carbonaceous materials derived from renewable biomass have been
reported, and some of them were applied in water purification [3]. In addition, most of the
reported adsorbents were synthesized in hash conditions with high temperature and toxic
reagents, which was uneconomic, energy–intensive and non–environmentally friendly.
Therefore, it is of great importance to develop a novel approach to synthesize biomass–derived
adsorbent under mild conditions.
Hydrothermal carbonization (HTC) is a novel thermal conversion process, which provides
an eco–friendly approach to obtain various carbonaceous materials under mild conditions (up to
Effect of preparation conditions of biochar from rice straw by hydrothermal carbonization
224
180 °C). It shows distinct advantages over pyrolysis in that it can process wet biomass, thus
avoiding a substantial drying cost for typically wet biomass feedstock [4]. In our efforts towards
biomass waste disposal and resource recovery, we have developed a facile and low–cost
approach for synthesizing a carbonaceous adsorbent from rice straw under low temperature
hydrothermal condition.
2. MATERIALS AND METHODS
2.1. Materials
Rice straw (RS) as precursor was obtained from Binh Chanh farmer in Ho Chi Minh City,
Vietnam. Zinc chloride (ZnCl2) and methylene blue (MB) were provided by Xilong Chemical
Reagent Co., China. Deionized water was used to prepare all solutions.
2.2. Preparation of biochar
RS was washed with water and subsequently dried at 105 °C for 24 h to remove moisture
content. The dried RS was milled into powder and sieved through a 250 μm sieve before loading
into a teflon–lined autoclave (100 mL) with ZnCl2 (7.5 g) and deionized water (50 mL).
Hydrothermal carbonization step was carried out at temperature from 160 to 180 °C, under time
from 3 to 9 h and with RS/water ratio from 5 to 15 wt%. After cooling to room temperature, the
solid product was collected by vacuum filtration, washed with deionized water and stirred in 1 L
of deionized water overnight to remove the residual ZnCl2. Then, the biochar (BC) was got by
vacuum filtration, and washed with deionized water and dried in a vacuum.
2.3. Adsorption studies
For batch adsorption studies, 0.1 g of adsorbent were mixed with 100 mL aqueous dye
solutions of 50 mg/L initial concentration in 250 mL glass flasks. The mixture was agitated at
400 rpm for 120 minutes to reach the adsorption equilibrium. The MB concentration of the
solution was analyzed at wavelength of maximum absorbance (664 nm) by UV–vis spectrometry
(Labomed Spectro UV – 2650), and the MB concentration after adsorption was calculate
according to the standard curve. All samples were filtered prior to analysis in order to minimize
interference of the solid with the analysis. All the experiments were conducted at 30 °C. The
percentage removal at equilibrium was calculated as follows:
ۻ۰ ܚ܍ܕܗܞ܉ܔ ሺ%ሻ ൌ ۱ܗି ۱܍۱ܗ ൈ (1)
where Co and Ce are the liquid–phase MB concentrations at initial state and at equilibrium
(mg/L), respectively.
2.4. Design of experiments
In this work, response surface methodology (RSM) is a collection of mathematical and
statistical techniques that are useful for modeling and analysis of problems in which a response
of interest is influenced by several variables [5]. A standard RSM design called the central
composite design – face centered (CCF) was applied to study the variables for preparing BC
from RS. This method can reduce the number of experimental trials needed to evaluate multiple
parameters and their interaction. Generally, the CCF consists of three kinds of runs which are the
Ngoc Bich Nguyen, Cao Thanh Tung Pham, Dinh Thanh Nguyen
225
2n factorial runs, 2n axial runs and six center runs, where n is the number of factors. The BC was
prepared using hydrothermal carbonization method. The variables studied are hydrothermal
temperature (x1), hydrothermal time (x2) and RS/water ratio (x3). For each categorical variable, a
23 full factorial CCF for the three variables, consisting of 8 factorial points, 6 axial points and 6
replicates at the center points were employed, indicating that altogether 20 experiments were
required, as calculated from equation (2) [3]:
N = 2n + 2n + nc = 23 + 2 * 3 + 6 = 20 (2)
where N is the total number of experiments required and n is the number of factors.
The complete design matrix of the experiments carried out, are shown in Table 1.
Table 1. Design matrix of the experiments.
Variables (factors) Code Coded variable levels –1 0 +1
HTC temperature, °C x1 160 180 200
HTC time, h x2 3 6 9
RS/water ratio, wt% x3 5 10 15
The experimental sequence was randomized in order to minimize the effects of the
uncontrolled factors. The response was MB removal (Y). It was used to develop an empirical
model which correlated the response to the three BC preparation variables using a second degree
polynomial equation as given by equation (3):
(3)
where Y is the predicted response, bo is the constant coefficient, bi is the linear coefficients, bij is
the interaction coefficients, bii is the quadratic coefficients and xi, xj are the coded values of the
activated carbon preparation variables.
2.5. Model fitting and statistical analysis
The experimental data were analyzed using a MODDE statistical software version 5.0
(Umetrics Inc., Switzerland) for regression analysis to fit the second–degree polynomial
equation and also for the evaluation of the statistical significance of the equations developed.
2.6. Characterization of optimized biochar
Scanning electron microscopy (SEM) by using Hitachi – S4800 analysis in Nano
Technology Laboratory, The Research Laboratories of Saigon Hi–Tech Park was carried out on
the biochar prepared under optimum conditions, to study its surface morphology.
Eff
22
3.1
exp
92
Ru
1
2
3
4
5
6
7
8
9
1
tem
we
fac
res
ect of prepa
6
. Model fitt
The com
erimental w
.35%. Coeff
n
HTC
temperat
x1 (°C
160
200
160
200
160
200
160
200
160
0 200
Based on
perature wa
ll as the qu
tor do not
ponse surfac
ration condit
ing and stat
plete design
ork are giv
icient List of
Tab
ure,
)
HTC
time,
x2 (h)
3
3
9
9
3
3
9
9
6
6
Figu
the values
s found to h
adratic effec
significantly
es which w
ions of bioch
3. RESU
istical analy
matrixes
en in Table
regression m
le 2. Experim
RS/water
ratio,
x3 (wt%)
5
5
5
5
15
15
15
15
10
10
re 1. Coeffici
of regress
as significan
ts of HTC
affect on t
as constructe
ar from rice
LTS AND
sis
together wi
2. The MB
odel equat
ental design
MB
removal,
Y (%)
Ru
69.54 1
85.62 1
72.20 1
92.35 1
67.24 1
86.52 1
70.49 1
91.58 1
70.04 1
87.00 2
ent List of re
ion model
t effects on
temperature
he MB rem
d to show t
straw by hy
DISCUSSI
th the resp
removal w
ion are show
matrix for MB
n
HTC
temperat
x1 (°C
1 180
2 180
3 180
4 180
5 180
6 180
7 180
8 180
9 180
0 180
gression mod
equation as
the MB rem
were consi
oval. Figure
he interactio
drothermal c
ON
onse values
as found to
s in Figure 1
removal.
ure,
)
HTC
time,
x2 (h)
3
9
6
6
6
6
6
6
6
6
el equation.
shown in
oval. The ef
dered moder
2 shows th
n effects of
arbonization
obtained f
range from
.
RS/water
ratio,
x3 (wt%)
10
10
5
15
10
10
10
10
10
10
Figure 1, t
fects of HTC
ate. RS/Wa
e three–dim
the HTC tem
rom the
67.24 to
MB
removal,
Y (%)
82.44
91.56
87.51
83.22
84.58
85.16
84.90
84.32
83.68
83.94
he HTC
time as
ter radio
ensional
perature
an
Th
du
HT
res
dev
mo
d time on th
e MB remo
e to the incre
C temperat
ult was in ag
Figure 2. Th
Summary
eloped was
dels develo
e MB remov
val generally
ase in the d
e with ZnCl
reement wit
ree–dimensio
F
plot of the
evaluated b
ped seems to
Ngoc B
al. For this
increased
ecompositio
2 treatment.
h the work d
nal response
HTC
igure 3. Sum
regression
ased on the
be the best
ich Nguyen,
plot, the RS
with increas
n of organic
The obtaine
one by Hua
surface plot o
time, RS/W r
mary Plot of
model is gi
correlation
at low stan
Cao Thanh
/water ratio
e in the two
compounds
d material h
n Ma et al. [
f MB remova
atio = 10 %).
the regression
ven in Figu
coefficient
dard deviatio
Tung Pham,
was fixed at
variables s
in the raw st
as high abso
4].
l (effect of HT
model.
re 3. The q
s, R2 and Q
n and high
Dinh Thanh
zero level (
tudied. This
raw when in
rption capa
C temperatu
uality of th
2 values. In
R2 statistics
Nguyen
227
10 wt%).
result is
creasing
city. The
re and
e models
fact, the
which is
Eff
22
clo
va
sm
0.8
tha
thi
3.2
pro
res
stu
Th
in
ob
wt
rem
va
rel
H
3.3
pre
po
tre
Zn
ect of prepa
8
ser to unity
lue reaches
all predictio
74, respecti
t there was
s model.
. Process op
One of th
duced shou
ponses of M
died. The ex
e predicted a
Table 3.
In the op
tained by us
%, respectiv
oval obtain
lues obtaine
atively smal
TC temperatu
194.0
. Character
Figure 4a
paration. T
res were pr
atment and
Cl2 was effe
ration condit
as it will g
0.7 or larger
n errors [6]
vely. It was
a good agre
timization
e main aims
ld have a h
B removal
perimental
nd experim
timization a
ing HTC tem
ely. At op
ed are 93.41
d were in
l errors betw
re, x1 (°C)
7
ization of o
, b, respect
he precursor
esence as ob
the surface
ctive in crea
Figure
ions of bioch
ive predicte
, indicates t
. In this exp
considered r
ement betwe
of this study
igh MB rem
while the v
conditions w
ental results
nalysis in
perature, H
timum cond
% and 92.5
good agreem
een the pred
Tab
Variabl
HTC time, x
9.00
ptimized BC
ively show
’s surface t
served in o
of this was
ting surface.
4. SEM mic
ar from rice
d value clo
hat the mod
eriment, the
elatively hi
en the expe
was to find
oval. The
alues of the
ith the high
of MB remo
order to ma
TC time and
itions, the
6 %, respec
ent with t
icted and th
le 3. Model v
es
2 (h) RS/
the SEM im
extures wer
ther bioma
larger. Thi
rographs; (a)
straw by hy
ser to the ac
el has good
R2 and Q2 v
gh as the va
rimental and
the optimum
target was
three variab
est desirabi
val obtained
ximum MB
RS/water ra
predicted a
tively. It wa
he values p
e actual valu
alidation.
water ratio, x
5.00
ages of th
e rough, un
ss [7–9]. Th
s result reve
raw RH and (
drothermal c
tual value f
predictive
alues (Figu
lue was clos
the predicte
process pa
set as maxi
les were se
lity were se
at optimum
removal, th
tio of 194.0
nd experime
s observed
redicted fro
es.
3 (wt%) P
e raw RS a
even, undul
e size of B
aled that th
b) BC (500x)
arbonization
or the respo
ability and w
re 3) were 0
e to unity, i
d MB remo
rameters wh
mum value
t in the rang
lected to be
conditions
e optimum
7 °C, 9.00 h
ntal results
that the expe
m the mod
MB remova
rediction Ex
93.41
nd BC at o
ating and v
C was sma
e HTC proc
.
nses. Q2
ill have
.983 and
ndicating
val from
ich HTC
s for the
es being
verified.
are listed
BC was
and 5.00
of MB
rimental
els, with
l (%)
periment
92.56
ptimized
ery little
ller after
ess with
Ngoc Bich Nguyen, Cao Thanh Tung Pham, Dinh Thanh Nguyen
229
4. CONCLUSIONS
RSM was successfully used to investigate the effects of preparation variables on the MB
removal. HTC temperature was found to be the most significant effect on responses. In contrast,
the RS/water ratio was insignificant on the response. The optimum BC was obtained by using
HTC temperature, HTC time and RS/water ratio of 194.07 °C, 9.00 h and 5.00 wt%,
respectively, resulting in MB removal of 92.56 %. The surface of prepared BC was larger than
the surface of precursor.
REFERENCES
1. Liu R. L., Liu Y., Zhou X. Y., Zhang Z. Q., Zhang J., Dang F. Q. – Biomass–derived
highly porous functional carbon fabricated by using a free–standing template for efficient
removal of methylene blue, Bioresource Technology 154 (2014) 138–147.
2. Zhu X. D., Liu Y. C., Zhou C., Zhang S. C., Chen J. M. – Novel and high performance
magnetic carbon composite prepared from waste hydrochar for dye removal, ACS
Sustainable Chemistry & Engineering 2 (4) (2014) 969–977.
3. Foo K. Y., Lee L. K., Hameed B. H. – Preparation of activated carbon from sugarcane
bagasse by microwave assisted activation for the remediation of semi–aerobic landfill
leachate, Bioresource Technology 134 (2013) 166–172.
4. Huan Ma, Jia–Bao Li, Wei–Wei Liu, Miao Miao, Bei–Jiu Cheng, Su–Wen Zhu – Novel
synthesis of a versatile magnetic adsorbent derived from corncob for dye removal,
Bioresource Technology 190 (2015) 13–20.
5. Montgomery D. C. – Design and analysis of experiments, fifth edition, John Wiley and
Sons, New York, USA, 2001.
6. Helps of MODDE statistical software version 5.0, Umetrics Inc., Switzerland.
7. Hameed B. H., Tan I. A. W., Ahmad A. L. – Preparation of oil palm empty fruit bunch–
based activated carbon for removal of 2,4,6– trichlorophenol: Optimization using response
surface methodology, Journal of Hazardous Materials 164 (2009) 1316–1324.
8. Tan I. A. W., Ahmad A. L., Hameed B. H. – Optimization of preparation conditions for
activated carbons from coconut husk using response surface methodology, Chemical
Engineering Journal 137 (2008) 462–470.
9. Ahmad A. A., Hameed B. H., Ahmad A. L. – Removal of disperse dye from aqueous
solution using waste–derived activated carbon: Optimization study, Journal of Hazardous
Materials 170 (2009) 612–619.
Các file đính kèm theo tài liệu này:
- 12113_103810382713_1_sm_042_2061712.pdf