Synthesis and Performance of Iron Oxide-based Porous Ceramsite
-
Upload
ion-alberto -
Category
Documents
-
view
213 -
download
0
Transcript of Synthesis and Performance of Iron Oxide-based Porous Ceramsite
-
8/16/2019 Synthesis and Performance of Iron Oxide-based Porous Ceramsite
1/9
Synthesis and performance of iron oxide-based porous ceramsite in a
biological aerated filter for the simultaneous removal of nitrogen and
phosphorus from domestic wastewater
Teng Bao a,b, Tianhu Chen a,⇑, Juan Tan a, Marie-Luise Wille c, Dan Zhu a, Dong Chen a, Yunfei Xi b,d,⇑
a Laboratory for Nanominerals and Environmental Material, School of Resource and Environmental Engineering, Hefei University of Technology, He Fei, Chinab Institute for Future Environments, Queensland University of Technology (QUT), 2 George Street, GPO Box 2434, Brisbane, QLD 4000, Australiac Institute of Health & Biomedical Innovation, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australiad School of Chemistry, Physics and Mechanical Engineering, Science and Engineering Faculty, Queensland University of Technology (QUT), 2 George Street, GPO Box 2434, Brisbane,
QLD 4000, Australia
a r t i c l e i n f o
Article history:
Received 21 January 2016
Received in revised form 9 May 2016
Accepted 9 May 2016
Available online 10 May 2016
Keywords:
Iron oxide-based porous ceramsite
Nitrogen and phosphorus removal
Nitrification
Denitrification
Biological aerated filters
a b s t r a c t
A novel iron oxide-based porous ceramsite (IPC) was synthesized and applied as a microbial biofilm car-
rier in a biological aerated filter (BAF) to treat domestic wastewater and compared to commercially avail-
able ceramsite (CAC). The results indicate that IPC has a higher porosity in comparison to CAC. The
uniformity and interconnectivity of pores, as well as the rough surface of the IPC are suitable for microbial
biofilm growth. Biofilm growth occurs in the internal pores of the media and promotes nitrogen and
phosphorus removal. The effect of air-water ratio (A/W) on the removal of total organic carbon, ammonia
nitrogen, total nitrogen, and phosphorus were investigated. The results show that the performance of IPC
BAF is much better than CAC BAF. For instance, at an A/W ratio of 3:1, the total nitrogen removal was
46.26% with IPC and 15.64% with CAC, and the PO43 removal was 72.25% with IPC compared with only
33.97% with CAC. An analysis of the microbial community in the IPC BAFs by polymerase chain reaction
denaturing gradient gel electrophoresis identified Dechloromonas sp., Sphaerotilus sp., and Nitrospira sp.
microbes. The diversity on microbial population, along with the attached growth benefit from the mor-
phological properties of IPC, allows enhancement in the simultaneous nitrification and denitrification
performance in IPC BAF. Hence, IPC can be considered a very effective novel media material in BAF for
the simultaneous removal of nitrogen and phosphorus.
2016 Elsevier B.V. All rights reserved.
1. Introduction
Eutrophication can occur when excessive nitrogen and phos-
phorus reach water bodies through runoff or discharge of wastew-
ater [1]. Eutrophication can lead to the deterioration in water
quality damaging aquatic ecosystems. An outbreak of harmful cya-
nophytes, commonly known as cyanobacteria, will eventually
result in increased mortality of aquatic organisms. Hence, the dis-
charge of treated wastewater must meet effluent quality standards
for phosphorus and nitrogen. Novel wastewater treatments are
required for the simultaneous removal of phosphorus and nitrogen
(SPN) since conventional treatments have commonly been
designed to focus on removal of one nutrient. Traditionally, tech-
nologies such as biological and chemical treatment for phosphate
or nitrate have been widely used [2,3]. Chemical treatment
employs a metal salt to coagulate and remove phosphate by sedi-
mentation. The excess amount of sludge produced is a major lim-
itation to this process [2]. Adsorption is the most widely used
and suitable method for phosphorus removal. Of all the adsorbents,
iron oxides and untreated clays are considered the most effective
sorbent materials [4,5]. Previous studies have shown that raw
goethite, nano zero-valent iron (Fe0), and hematite are very effec-
tive materials adsorbing phosphorus [6,7]. Simultaneous nitrifica-
tion and denitrification (SND) for the removal of nitrogen can be
achieved through biological processes. SPN removal from wastew-
ater can be achieved by the combination of different biological
and/or chemical technologies (i.e., sequential treatment). A biolog-
ical aerated filter (BAF) is a fixed-film biosystem with a small foot-
print that employs filter media with a high specific surface area
and porosity. The filter can promote in-growth biofilm(s) for
wastewater treatment. BAFs can reduce chemical oxygen demand
http://dx.doi.org/10.1016/j.seppur.2016.05.011
1383-5866/ 2016 Elsevier B.V. All rights reserved.
⇑ Corresponding authors at: School of Chemistry, Physics and Mechanical
Engineering, Science and Engineering Faculty, Queensland University of Technology
(QUT), 2 George Street, GPO Box 2434, Brisbane, QLD 4000, Australia (Y. Xi).
E-mail addresses: [email protected] (T. Chen), [email protected] (Y. Xi).
Separation and Purification Technology 167 (2016) 154–162
Contents lists available at ScienceDirect
Separation and Purification Technology
j o u r n a l h o m e p a g e : w w w . e l s e v i e r . c o m / l o c a t e / s e p p u r
http://dx.doi.org/10.1016/j.seppur.2016.05.011mailto:[email protected]:[email protected]://dx.doi.org/10.1016/j.seppur.2016.05.011http://www.sciencedirect.com/science/journal/13835866http://www.elsevier.com/locate/seppurhttp://www.elsevier.com/locate/seppurhttp://www.sciencedirect.com/science/journal/13835866http://dx.doi.org/10.1016/j.seppur.2016.05.011mailto:[email protected]:[email protected]://dx.doi.org/10.1016/j.seppur.2016.05.011http://crossmark.crossref.org/dialog/?doi=10.1016/j.seppur.2016.05.011&domain=pdf
-
8/16/2019 Synthesis and Performance of Iron Oxide-based Porous Ceramsite
2/9
(COD), suspended solids and ammonia [8,9]. Microbial biofilm sup-
ported filter media, which are made of raw clay, wastewater
sludge, construction waste and raw zeolite, have been evaluated
in recent years and have achieved good results for nitrogen
removal [2,10,11]. Dissolved oxygen (DO) plays a key role during
the BAF process. Denitrifiers are active in areas of very low DO con-
centration whereas nitrifiers are active in areas of high DO concen-
tration [12]. SND has been proven to be the most effective way to
remove total nitrogen (TN) which occurs naturally inside the
microbial biofilms of filter media [13]. Porous filter media involv-
ing a mixed population and upholding oxygen diffusion limits cre-
ate both anoxic and aerobic micro-environments. As such, the filter
media allows the sequential use of electron acceptors, such as oxy-
gen and nitrate. Such mass transfer leads to the stratification of
microbial species in the microbial biofilm of filter media [15,16].
BAF technology is applied to wastewater treatment; hence, the
selection of filter media plays a significant role in maintaining a
variety of microbial populations and a high amount of active bio-
mass. Recently, some waste materials, such as waste ceramics
and polyethylene plastic, have been utilized as filter media for bio-
logical aerobic filters, providing a new approach for disposing the
waste sawdust [2]. This strategy serves as a ‘‘win–win” solution
by treating wastes with wastes. Furthermore, several new filter
media for BAF have been recently investigated to enhance
biodegradation capability. For example, combined up-flow anaero-
bic biofilters and up-flow BAF that employ filter media prepared by
sludge, coal cinder, and straw have been used to treat synthetic
wastewater [17]. These filter media achieved favorable results for
nitrogen removal. However, only a few studies investigated in
detail SPN with BAF.
In China, commercially available ceramsite (CAC) has been
newly used in filter media for domestic wastewater treatment.
However, such material was reported to exhibit extremely low
nitrogen and phosphorus removal efficiencies in BAFs. This result
is probably due to the poor affinity of CAC to microbial biofilm bio-
mass, which is caused by biocompatibility and suboptimal surface
hydrophilicity [2,11]. For this reason, developing a novel filtermedium as a substitute for CAC in the simultaneous removal of
nitrogen and phosphorus must be accomplished as quickly as
possible.
Previous studies reported that sawdust was treated at 700 C to
produce a desirable porous material. The formation of interior
pores improves microbial growth. It was reported that hematite
and palygorskite calcined at 700 C can effectively absorb phos-
phorus [2,5]. In this study, iron oxide-based porous ceramsite
(IPC) with goethite, sawdust, and palygorskite were synthesized
by calcination in an O2 atmosphere, used as microbial biofilm sup-
port in BAF and compared to commercially available ceramsite
(CAC) [14]. The properties of IPC, CAC and microbial characteristics
were characterized by scanning electron microscopy (SEM),
porosimetry analysis (PM) and micro-computed tomography(Micro-CT). The effect of air-water ratio (A/W) on the removal of
total organic carbon (TOC), ammonia nitrogen (NH3-N), total nitro-
gen (TN) and phosphorus (P) was investigated using both supports.
Finally, the relationship between protozoa and metazoa as well as
the characteristics of microbial biofilms were determined using
polymerase chain reaction denaturing gradient gel electrophoresis
(PCR-DGGE) of the microbial community of the IPC BAF.
2. Materials and methods
2.1. Characterization and analytical methods
Details of reagents and preparation of the proposed filtermedia-IPC are provided in the supplementary material. IPC and
CAC surface morphologies were examined using a Scanning Elec-
tron Microscope (SEM, Philips XL30 ESEM-Netherlands Philips
Company). The physical characteristics of IPC and CAC were mea-
sured in accordance with the sandstone pore structure method of
image analysis. Rubber casting experiments were used to generate
quantitative size and shape data from pores in the thin section
(d = 3 cm) [2,14,18]. The porosities of IPC and CAC specimens were
determined using Micro-CT (l
CT 40, Scanco Medical, Brüttisellen,
Switzerland). The two samples were scanned in air at 70 kV and
57lA, with an isotropic voxel size of 12 lm. A region of interest
(ROI) was defined for each gray-value image, which corresponded
to the exact circumference of the sample. A binary threshold was
applied to each sample and Scanco built in reconstruction algo-
rithms were used to derive the porosity and to construct the 3D
image [19–21].
Microscopic observations for protozoan and metazoan popula-
tion growth were carried out using a U-RFL-T Olympus Biological
Microscope (Olympus Corporation, Tokyo, Japan). The multi-point
BET surface area of IPC and CAC was measured using a Quan-
tachrome Nova 3000e automated surface area analyzer. The
growth of biofilm was determined according methods available
in the literature [2,13]. The microbial populations in IPC BAF were
analyzed by using domain-specific F341 R907 primers and PCR
amplification of 16S rRNA gene fragments for genomic DNA from
bacteria. The PCR products were applied in the DGGE analysis
using a BioRad Dcode system (BioRad Co. Ltd., USA). A DGGE gel
of 8% polyacrylamide with a linear denaturing gradient ranging
from 35% to 60% (100% denaturing gradient contains 7 M urea
and 40% formamide) was used. Electrophoresis was conducted at
a constant voltage of 75 V in 1 TAE buffer at 65 C for 14 h. The
gels were then stained with 5% Gold view in 1 TAE buffer for
40 min and imaged using UV trans-illumination. Selected DGGE
bands were excised using the SK1131 kit (Sangon Biotech (Shang-
hai) Co., Ltd) and re-amplified by PCR with the aforementioned pri-
mers. The PCR products were sequenced at Sangon Biotech Co., Ltd
(Shanghai, China). The obtained sequences were submitted and
compared to the reference microorganisms in the GenBank data-base using the BLAST program [22,23].
2.2. Operating conditions of IPC BAF and CAC BAF
A schematic diagram of the experimental set-up is provided in
the supplementary material. Biofiltration was initiated by intro-
ducing seed sludge obtained from the Hefei City wastewater treat-
ment plan into BAFs. Each experiment was divided into 3 stages for
each BAF. During each test stage, the operating conditions of both
BAFs were identical (see Table 1). A stable hydraulic retention time
(HRT) of 7 h was used. Three air-water (A/W) ratios of 1:1, 3:1, and
6:1, respectively, were tested. The two BAFs were monitored for
4 months after the initiation of biofiltration. Both BAFs were oper-
ated in summer at wastewater temperatures ranging from 26 C to
30 C. Samples were analyzed for NH3-N and P in accordance with
Chinese EPA standards [2,24]. A TOC/TN (Jena Multi N/C 2100) ana-
lyzer was used to measure TOC and TN. Dissolved oxygen (DO)
concentrations were measured using a portable digital DO meter
(Oxi-315, Hao-Yang Biotech Company, Shanghai, China).
3. Results and discussion
3.1. Characteristics of IPC and CAC
Table 1 shows the elemental properties of IPC and CAC. IPC pos-
sesses a higher surface area and porosity than those of CAC. Lower
apparent and bulk densities were also observed in the IPC. All of these properties are associated with the chemical compositions
T. Bao et al. / Separation and Purification Technology 167 (2016) 154–162 155
http://-/?-http://-/?-
-
8/16/2019 Synthesis and Performance of Iron Oxide-based Porous Ceramsite
3/9
of the materials. Sawdust comprised 20% of IPC, which is propitious
for the manufacture of lightweight porous IPC because of the
decomposition of sawdust during calcination (Section 1.2, Support-
ing information). The lower apparent and bulk densities of IPC may
be ascribed to the addition of sawdust. The gas-forming compo-
nents from the sawdust also rendered the IPC surface rougher than
the CAC surface, generating a larger surface area in the former. Fur-
thermore, the microbial biofilm biomass was greater in amount on
the IPC than on the CAC because of the former’s rough surface. For
IPC and CAC, the surface area reached over 79 m2 g1 and 2 m2 g1,
respectively (Table S1). The rough surface distributed with largepores was beneficial for the microbial biofilms to grow onto the
IPC. These special surface morphology properties also demon-
strated that IPC was fit as filter material.
3.2. Micro-CT based pore characterization
Micro-CT is a powerful tool for non-destructive and repro-
ducible analysis of the architecture of porous materials based on
3D geometrical considerations [25–27]. In this study, micro-CT
was used to analyze structural characteristics and porosity of IPC
and CAC. Fig. 1A shows the 3D micro-CT reconstruction of IPC.
The red spherical particles in IPC sections denote calcined molded
composite particles (calcined palygorskite, calcined sawdust, and
calcined goethite) and pores can also be observed. This 3D imagedemonstrates that IPC has considerable external porosity by vol-
ume. Fig. 1B shows a 0.72 mm thick cross-section (stack of 20 scan
slices) of IPC with large pores of diameters approximately 100–
500lm. Fig. 1C and D shows a 3D reconstruction and 0.72 mm
thick cross-section (stack of 20 scan slices) of CAC and CAC filled
with epoxy, respectively. The porosity was determined to be
3.46% ± 2.05%. The formation of liquid phases at temperatures
P1000 C reduces the number of pores in CAC due to a higher per-
centage of fine particles. This characteristic in CAC hinders the ini-
tiation of cracks and results in a low porosity [28].
Porosity is a key factor in ensuring successful nitrogen removal
in a given BAF process due to the uneven distribution of DO and
substrate inside the IPC’s pores or on the rough surface. This fea-
ture allows simultaneous proliferation of nitrifying and denitrify-ing bacteria. Micro-organisms are immobilized in the IPC’s pores
which maintain a high biomass concentration while retaining a
high hydraulic loading rate [13]. Micro-CT analysis shows that
when sintered at 700 C, the IPC has a porosity of 40.86% ± 3.26%
with many unevenly distributed pores (100–500 lm). In principle,
this characteristic is suitable for the growth of attached micro-
organisms on rougher surfaces [13].
3.3. Cast thin section of IPC and CAC
Fig. 2 shows the internal pore structures of IPC and CAC. The IPC
porosity (40.86% ± 3.26%) rendered the material ideal for microbial
biofilm in-growth (Fig. 2A). By contrast, CAC possessed much lower
porosity (3.46% ± 2.05%), which limits microbial growth (Fig. 2C)[14]. Microbial biofilm growth can form on external surfaces and
within internal pores of the IPC; a rich supply of organic matter
and nutrient substance allows these microbial biofilms to thrive.
The microbial biofilm excretes slimy, glue-like exopolymeric sub-
stances that further improve microbial anchoring to the IPC [29].
DO affects the distribution, nitrification, and denitrification rates
of the microbial biofilm of the IPC as follows. Autotrophs are
mainly located on the outer layer of the microbial biofilm to meet
a fundamental requirement for converting NH4+–N. By contrast, the
location of heterotrophs in the microbial biofilm is less restricted
because the microorganisms can occupy the microbial biofilm cen-
ter. In this case, the heterotrophs may grow with an organic sub-strate during the feast phase with the use of NO3
–N as electron
acceptor [30]. Heterotrophs may also grow on the outer layers of
the microbial biofilm where DO can be used as electron acceptor
[30]. The concentration of DO first decreased rapidly within the
microbial biofilm thickness and then decreased gradually to zero
at the outer region of the microbial biofilm [31]. Nitration occurred
outside the microbial biofilm. Given the limited oxygen diffusion,
gradients of DO concentrations within the microbial biofilm
became possible. Deep within the microbial biofilm, oxygen trans-
fer may be blocked, and large external oxygen consumption may
occur, thus producing anoxic zones. Denitrifying bacteria predom-
inantly enabled anoxic denitrification within the microbial biofilm.
Hypoxic microbial biofilms were found within the pores. SND was
also observed both inside and outside of the flocs [32–35].Previous research has shown that staining epoxy resin can be
used to impregnate the pore space of rock samples. This method
is a very useful technique for identifying mineral components of
sedimentary rocks [36,37]. However, few reports have investigated
the porosity of filter media by using staining epoxy resin. The thin
sections of CAC and IPC, as depicted in Fig. 2, were analyzed to
obtain direct evidence of microorganisms in the porous structure
of both materials. The rubber casting experiments were used to
generate quantitative size and shape data from pores in the thin
section [36,37]. The intergranular pore textures observed in a thin
section and the red netted texture sections in Fig. 2A are identified
as calcined palygorskite, goethite (hematite) and sawdust (biomass
residues), while the gray area (arrowed) represents internal pores
of the IPC. IPC have a greater variety of internal pores than guest
microbial biofilm [2]. In addition, the size of those interconnected
pores is about 100–500 lm (Fig. 2A), which is consistent with the
results of Micro-CT analyses. It is well known that most microbes
are approximately 0.5 lm in diameter. Thus, microbes can achieve
a sustained growth of bacterial population in these open pores. In
Fig. 2B, the blue section was obtained by vacuum impregnation
with blue-dyed epoxy (arrowed) in IPC. Fully interconnected pores
with a diameter of 100–500 lm between the narrowest parts can
be observed. In fact, Fig. 2C and D shows that blue-dyed epoxy in
the porosity system cannot overcome the capillary resistance of
the throat(s) and enter into porosity space [2]. There are also some
closed pores in CAC (closed pore - arrowed), where microbes can-
not penetrate the internal pores of the CAC. Previous studies have
shown that the biofilm biomass was 63.4 mg TN/g for IPC BAF and
2.2 mg TN/g for CAC BAF [14].
Table 1
Operating conditions.
Sample HRT (h) pH T (C) A/W TOC NH3-N PO43
AIC ± SD AIC ± SD AIC ± SD
Water quality indexes and operating conditions
Stage one 7 6.7 (±0.5) 27–30 1:1 26.06 ± 0.205 9.75 ± 0.196 0.558 ± 0.022
Stage two 7 6.6 (±0.5) 28–30 3:1 26.10 ± 0.449 9.79 ± 0.329 0.484 ± 0.015
Stage three 7 7.1 (±0.5) 23–30 6:1 25.29 ± 0.486 9.81 ± 0.175 0.486 ± 0.016
Note: TOC/NH3-N/PO43 values are influent concentrations mg/L; standard deviation – SD; average influent concentrations – AIC; HRT – hydraulic retention time; A/W – air/
water ratios.
156 T. Bao et al. / Separation and Purification Technology 167 (2016) 154–162
-
8/16/2019 Synthesis and Performance of Iron Oxide-based Porous Ceramsite
4/9
3.4. Comparison of the influence of A/W ratio on TOC removal in the
IPC BAF and CAC BAF
Fig. 3A, Tables 1 and 2 show the IPC BAF and CAC BAF perfor-
mance for TOC removal with a HRT of 7 h at different A/W ratios
(i.e., 1:1; 3:1; 6:1). These results confirm that for steady organic
input loading, microbe bioactivity is enhanced with increase of
A/W ratio (1:1? 6:1). On the other hand, diffusivity is strength-
ened with increase of A/W ratio and contributes to TOC removal.
Fig. 3A and Table 2 also indicate that the IPC has higher perfor-mance due to enhanced physicochemical properties of IPC as con-
firmed by the analyses of Micro-CT and porosimetry. The surface
and internal pore structures of IPC are uniform and well developed
so that organic matter and nutrient substances are able to reach
the internal pores of IPC. The available space for microorganism
growth, mass transfer rate of DO and the dispersion potential of
biofilm biomass are also increased by soluble pollutants extending
to the internal pores of the IPC. These attributes result in a more
favorable development of the filter layer and improve the effective-
ness of biofiltration [13].
3.5. Influence of A/W ratio on NH 3-N and TN removal
The data in Fig. 3B, Tables 1 and 2 also show optimum removalof NH3-N. The removal rate is higher when the A/W ratio increases
from 1:1 to 3:1 and then decreases at higher A/W ratio to 6:1. A
higher air-flow inhibits the microbial biofilm resulting in
decreased NH3-N removal. IPC BAF had a slightly higher NH3-N
removal compared to the CAC BAF. A/W is one of the key parame-
ters responsible for nitrification; therefore, it is the limiting factor
for nitrification when the A/W ratio in the BAF is lower than
required for bio-reactions with an A/W ratio of 1:1. Studies by
Lazarova and Manem [38] have reported that autotrophic bacteria
compete with heterotrophic bacteria for oxygen, substrates and
habitation area within a microbial biofilm. This outcome is becauseslow growing autotrophic bacteria inherently compromises the
nitrification process [38]. The main cause of this difficulty is a
decrease in nitrifying activity that affects the competition between
aerobic heterotrophic bacteria and autotrophic bacteria [12].
From Fig. 3C, Tables 1 and 2, it can be seen that TN removal effi-
ciencies first increase (1:1–3:1) and then decrease with an increase
of A/W ratio (3:1–6:1). The results confirm that TN removal is
affected by the A/W ratio in the two BAFs. Denitrification produces
less energy yield than oxygen respiration. Hence, a bacterial cell
growing in aerobic conditions will choose to use oxygen as a termi-
nal electron acceptor. In addition to this competitive effect, oxygen
controls denitrification at two levels: (i) reversible inhibition of the
activities of the denitrification enzymes and (ii) regulation of gene
expression [39]. It can beseen that the IPC BAF has a slightlyhigher
TN removal rate compared with the CAC BAF (Fig. 3C). Normally, a
(A) 3 dimensional reconstruction of IPC;
(B) 20 slices (0.72 mm) cross-section of IPC;
(C) 3 dimensional of CAC;
(D) 20 slices (0.72 mm) cross-section CAC;
Fig. 1. Micro-CT of IPC and CAC.
T. Bao et al. / Separation and Purification Technology 167 (2016) 154–162 157
http://-/?-http://-/?-http://-/?-
-
8/16/2019 Synthesis and Performance of Iron Oxide-based Porous Ceramsite
5/9
(A) IPC; (B) IPC filled with epoxy (light blue = open pores);
(C) CAC; (D) CAC filled with epoxy;
Fig. 2. Internal porosity of CAC and IPC (cross-section). (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this
article.)
0
40
80
0 25 50 75
10
20 R e m o v a l e f f i c i e n c y
( % )
T O C ( m g / L )
Time (d)
A/W=1:1 A/W=6:1A/W=3:1
CAC removal
IPC removal
0 25 50 75
0
5
10
40
80
120
R e m o v a l e f f i c i e n c
y ( % )
N H 3 - N ( m g / L )
Time (d)
A/W=1:1
CAC removal
IPC removal
A/W=6:1A/W=3:1
0
30
60
90
0 25 50 75
3
6
9
12
R e m o v a l e f f i c i e n c y ( % )
T N ( m g / L )
Time (d)
Influent
CAC effluent
IPC effluent
A/W=1:1 A/W=6:1A/W=3:1CAC removal
IPC removal
0
50
100
150
0 25 50 750.0
0.3
0.6
0.9
R e m o v a l e f f i c i e n c y ( % )
P ( m g / L )
Time (d)
A/W=1:1 A/W=6:1A/W=3:1
CAC removal
IPC removal
DC
BA
Influent
CAC effluent
IPC effluent
Influent
CAC effluent
IPC effluent
Influent
CAC effluent
IPC effluent
Fig. 3. Removal efficiency of TOC, NH3-N, TN, and PO43 over time.
158 T. Bao et al. / Separation and Purification Technology 167 (2016) 154–162
-
8/16/2019 Synthesis and Performance of Iron Oxide-based Porous Ceramsite
6/9
Table 2
Average removal rates for IPC and CAC in BAF at different air/water ratios.
TOC NH3-N
A/W 1:1 3:1 6:1 1:1 3:1
Material AEC ± SD ARR ± SD AEC ± SD ARR ± SD AEC ± SD ARR ± SD AEC ± SD ARR ± SD AEC ± SD A
IPC 19.93 ± 1.21 23.51 ± 4.88 13.53 ± 3.68 47.95 ± 14.96 9.98 ± 2.52 60.50 ± 10.25 7.80 ± 0.75 20.02 ± 7.70 0.57 ± 0.61 9
CAC 21.87 ± 2.63 16.07 ± 10.13 16.91 ± 2.32 35.06 ± 9.81 12.45 ± 1.34 50.77 ± 5.29 8.25 ± 0.69 15.33 ± 7.46 4.62 ± 2.54 5
TN PO43
A/W 1:1 3:1 6:1 1:1 3:1
Material AEC ± SD ARR ± SD AEC ± SD ARR ± SD AEC ± SD ARR ± SD AEC ± SD ARR ± SD AEC ± SD AR
IPC 9.11 ± 0 .76 15.86 ± 8.74 5.55 ± 1.84 46.26 ± 1 8.95 7.22 ± 0.98 31.73 ± 8.94 0.16 ± 0.048 73.70 ± 9 .01 0.13 ± 0 .03 72
CAC 9.97 ± 0 .62 8.09 ± 5 .09 8.76 ± 0 .88 15.64 ± 1 0.56 8.99 ± 0.87 14.96 ± 8.44 0.37 ± 0.07 34.21 ± 12.75 0.32 ± 0 .05 33
Note: Standard deviation – SD; average removal rates – ARR (%); average effluent concentrations – AEC (mg/L).
-
8/16/2019 Synthesis and Performance of Iron Oxide-based Porous Ceramsite
7/9
-
8/16/2019 Synthesis and Performance of Iron Oxide-based Porous Ceramsite
8/9
bacteria, Dechloromonas sp. (No. 6) is a genus in the phylum pro-teobacteria. Dechloromonas sp. is facultative denitrifying bacteria
[46]. No. 2 demonstrates 99% similarity with Azonexus sp., a genus
in the phylum proteobacteria [47]. No. 3 demonstrates 99%similar-
ity with Hydrogenophaga sp., a genus of comamonad bacteria. Sev-
eral of these bacterial species were previously classified in the
genus Pseudomonas [48]. No. 7 and No. 8 demonstrate 99% similar-
ity with Sphaerotilus sp., an aquatic periphyton organism associ-
ated with polluted water that forms colonies commonly known
as ‘‘sewage fungus”. However, an aquatic periphyton organism
Sphaerotilus sp. was later identified as a tightly sheathed filamen-
tous bacteria [49]. No. 16 demonstrates 100% similarity with Nitro-
spira sp. which is a phylum of bacteria. This phylum contains only
one class, nitrospira, which itself contains one order (Nitrospirales)
and one family (Nitrospiraceae) [50]. This analysis demonstratesthe biological diversity of microbes found in the biofilm and con-
firms that nitrifying bacteria and denitrifying bacteria are present.
This diversity of both bacterial types enhances performance in
wastewater treatment systems.
4. Conclusion
This study reports the performance of synthesized IPC and CAC
as filter media in a BAF process. SEM and PM results suggest that
uniform and interconnected pores in IPC are more suited to micro-
bial growth compared with the compact and closed pore structure
of CAC. Three-dimensional rendering using micro-CT of the pores
also reveals critical details of the pore structure and is an accuratemethod to characterize porosity. These observations support
enhanced microbial growth for IPC compared to CAC. A highermicrobial biofilm production rate is observed in IPC compared to
CAC when used in the BAF system. The performance efficiency of
the IPC BAF is higher than that for CAC BAF, particularly for TOC,
TN, P, and NH3-N removal. This efficiency also improves when
the A/W ratio is increased from 1:1 to 6:1. These results indicate
that IPC is a promising material for the simultaneous removal of
nitrogen and phosphorus in wastewater treatment. The biological
diversity of microorganism communities in the IPC BAF plays a
key role in the simultaneous removal of nitrogen and phosphorus.
Finally, a large quantity of protozoan and metazoan organisms
observed in IPC BAF are indicators of good performance in wastew-
ater treatment systems.
Acknowledgements
We gratefully acknowledge the support by the National Natural
Science Foundation of China – China (41572029 and 41130206).
Appendix A. Supplementary material
Supplementary data associated with this article can be found, in
the online version, at http://dx.doi.org/10.1016/j.seppur.2016.05.
011.
References
[1] D.Y. Wu, B.H. Zhang, C.J. Li, et al., Simultaneous removal of ammonium and
phosphate by zeolite synthesized from fly ash as influenced by salt treatment, J. Colloid Interface Sci. 304 (2006) 300–306.
IPCBAF for line 1, line 2, and line 3.
Line 1 Line 2 Line 3
Fig. 5. DGGE profiles of bacterial and archea 16S rRNA genes from the IPCBAF for line 1, line 2, and line 3.
T. Bao et al. / Separation and Purification Technology 167 (2016) 154–162 161
http://dx.doi.org/10.1016/j.seppur.2016.05.011http://dx.doi.org/10.1016/j.seppur.2016.05.011http://refhub.elsevier.com/S1383-5866(16)30333-1/h0005http://refhub.elsevier.com/S1383-5866(16)30333-1/h0005http://refhub.elsevier.com/S1383-5866(16)30333-1/h0005http://-/?-http://refhub.elsevier.com/S1383-5866(16)30333-1/h0005http://refhub.elsevier.com/S1383-5866(16)30333-1/h0005http://refhub.elsevier.com/S1383-5866(16)30333-1/h0005http://dx.doi.org/10.1016/j.seppur.2016.05.011http://dx.doi.org/10.1016/j.seppur.2016.05.011http://-/?-
-
8/16/2019 Synthesis and Performance of Iron Oxide-based Porous Ceramsite
9/9
[2] T. Bao, T.H. Chen, C.S. Qing, et al., Development and application of palygorskite
porous ceramsite in a biological aerated filter (BAF), Desalin. Water Treat. 57
(2016) 107–115.
[3] J.J. Xie, T.H. Chen, C.S. Qing, et al., Adsorption of phosphate from aqueous
solutions by thermally modified palygorskite, Environ. Eng. Manage. J. 12
(2013) 1393–1399.
[4] H.P. Ye, F.Z. Chen, Y.Q. Sheng, et al., Adsorption of phosphate from aqueous
solution onto modified palygorskites, Sep. Purif. Technol. 50 (2006) 283–290.
[5] H.B.Liu, T.H. Chen, R.L. Frost,An overviewof therole of goethitesurfacesin the
environment, Chemosphere 103 (2014) 1–11.
[6] H.B. Liu, T.H. Chen, X.H. Zou, et al., Removal of phosphorus using NZVI derivedfrom reducing natural goethite, Chem. Eng. J. 234 (2013) 80–87.
[7] H.B. Liu, T.H. Chen, J. Chang, et al., The effect of hydroxyl groups and surface
area of hematite derived from annealing goethite for phosphate removal, J.
Colloid Interface Sci. 398 (2013) 88–94.
[8] H.A. Hasan, S.R.S. Abdullah, S.K. Kamarudin, et al., Simultaneous NH4+-N and
Mn2+ removal from drinking water using a biological aerated filter system:
effects of different aeration rates, Sep. Purif. Technol. 118 (2013) 547–556 .
[9] J. Werner, B. Besser, C. Brandes, et al., Production of ceramic membranes with
different pore sizes for virus retention, J. Water Proc. Eng. 4 (2014) 201–211.
[10] T. Li, H.J. Wang, W.Y. Dong, et al., Performance of an anoxic reactor proposed
before BAF: effect of ferrous sulfate on enhancing denitrification during
simultaneous phosphorous removal, Chem. Eng. J. 248 (2014) 41–48.
[11] S.Q. Wu, Y.F. Qi, Q.Y. Yue, et al., Preparation of ceramic filler from reusing
sewage sludge and application in biological aerated filter for soy protein
secondary wastewater treatment, J. Hazard. Mater. 283 (2015) 608–616.
[12] F. Liu, C.C. Zhao, D.F. Zhao, et al., Tertiary treatment of textile wastewater with
combined media biological aerated filter at different hydraulic loadings and
dissolved oxygen concentrations, J. Hazard. Mater. 160 (2008) 161–167.
[13] J.L. Zou, G.R. Xu, K. Pan, et al., Nitrogen removal and biofilm structure affected
by COD/NH4+–N in a biofilter with porous sludge ceramsite, Sep. Purif. Technol.
94 (2012) 9–15.
[14] T. Bao, D. Chen, T.H. Chen, et al., Preparation and characterization of iron
oxide-based porous ceramsite, Acta Mater. Compos. Sin. 2 (2014) 409–415 (in
Chinese).
[15] B.J. Ni, H.Q. Yu, Y.J. Sun, Modeling simultaneous autotrophic and heterotrophic
growth in aerobic granules, Water Res. 42 (2008) 1583–1594.
[16] K.M. De, J. Heijnen, M. van Loosdrecht, Simultaneous COD, nitrogen, and
phosphate removal by aerobic granular sludge, Biotechnol. Bioeng. 90 (2005)
761–769.
[17] K.L. Yang, Q.Y. Yue, W. Han, et al., Effect of novel sludge and coal cinder
ceramic media in combined anaerobic-aerobic bio-filter for tetracycline
wastewater treatment at low temperature, Chem. Eng. J. 277 (2015) 130–139.
[18] Chinese Mohurd, Artifical Ceramsite Filter Material for Water Treatment,
China Standard Publishing House, Beijing, China, 2008.
[19] T. Hildebrand, P. Rüegsegger, A new method for the model-independent
assessment of thickness in three-dimensional images, J. Microsc. Oxford 185
(1997) 67–75.[20] T. Hildebrand, A. Laib, R. Mueller, et al., Direct three-dimensional
morphometric analysis of human cancellous bone: microstructural data
from spine, femur, iliac crest, and calcaneus, J. Bone Miner. Res. 14 (1999)
1167–1174.
[21] T. Hildebrand, P. Rüegsegger, Quantification of bone microarchitecture with
the structure model index, Comput. Methods Biomech. Biomed. Eng. 1 (1997)
15–23.
[22] J. Tan, J. Wang, J. Xue, et al., Methane production and microbial community
analysis in the goethite facilitated anaerobic reactors using algal biomass, Fuel
145 (2015) 196–201.
[23] X.Q. Zhao, L.Y. Yang, Z.Y. Yu, et al., Characterization of depth-related microbial
communities in lake sediment by denaturing gradient gel electrophoresis of
amplified 16S rRNA fragments, J. Environ. Sci. 20 (2008) 224–230.
[24] E.P.A. Chinese, Methods for Water and Wastewater Analysis, fourth ed.,
Environmental Science Publishing House of China, Beijing, China, 2002.
[25] M. Ding, C.C. Danielsen, I. Hvid, et al., Three-dimensional microarchitecture of
adolescent cancellous bone, Bone 51 (2012) 953–960.
[26] K.T. De, M.A. Boone, S.T. De, et al., A pore-scale study of fracture dynamics in
rock using X-ray micro-CT under ambient freeze-thaw cycling, Environ. Sci.Technol. 49 (2015) 2867–2874.
[27] E. Cho, A. Sadr, N. Inai, et al., Evaluation of resin composite polymerization by
three dimensional micro-CT imaging and nanoindentation, Dent. Mater. 27
(2011) 1070–1078.
[28] G.R. Xu, J.J. Zou, G.B. Li, Stabilization of heavy metals in ceramsite made with
sewage sludge, J. Hazard. Mater. 152 (2008) 56–61.
[29] D.R. Simpson, Biofilm processes in biologically active carbon water
purification, Water Res. 42 (2008) 2839.
[30] J.M. Schöntag, B.S. Pizzolatti, V.H. Jangada, et al., Water quality produced by
polystyrene granules as a media filter on rapid filters, J. Water Proc. Eng. 5
(2015) 118–126.
[31] T. Li, J. Liu, R. Bai, et al., Membrane-aerated biofilm reactor for the treatment of
acetonitrile wastewater, Environ. Sci. Technol. 42 (2008) 2099.
[32] C.Y. Wu, S. Ushiwaka, H.Horii, et al., Membrane-attached biofilmas a meansto
facilitate nitrification in activated sludge process and its effect on themicrofaunal population, Biochem. Eng. J. 40 (2008) 430–436.
[33] K.M. De, C. Picioreanu, M. Hosseini, et al., Kinetic model of a granular sludge
SBR-influences on nutrient removal, Biotechnol. Bioeng. 97 (2007) 801–815.
[34] B.W.A. Van, L.M.D. Van, J.J. Heijnen, Control of heterotrophic layer formation
on nitrifying biofilms in a biofilm airlift suspension reactor, Biotechnol. Bioeng.
53 (1997) 397–405.
[35] H. Satoh, Y. Nakamura, H. Ono, et al., Effect of oxygen concentration on
nitrification and denitrification in single activated sludge flocs, Biotechnol.
Bioeng. 83 (2003) 604–607.
[36] Sandstone Pore Structure Method of Image Analysis (Industry Standard CJ/T),
2013 (in Chinese).
[37] K. Ruzyla, D.L. Jezek, Staining method for recognition of pore space in thin and
polished sections: research method paper, J. Sediment. Res. 57 (1987) 777–
778.
[38] V. Lazarova, J. Manem, An innovative process for wastewater treatment: the
circulating floating bed reactor, Water Sci. Technol. 34 (9) (1996) 89–99 .
[39] J.M. Galvez, M.A. Gomez, E. Hontoria, et al., Influence of hydraulic loading and
air flow rate on urban wastewater nitrogen removal with a submerged fixed-
film reactor, J. Hazard. Mater. B101 (2003) 219–229.
[40] M.A. Gomez, E. Hontoria, J.G. Lopez, Effect of dissolved oxygen concentration
on nitrate removal from groundwater using a denitrifying submerged filter, J.
Hazard. Mater. B90 (2002) 267–278.
[41] K.D. Laursen, S.E. Jepsen, J. Jansen, et al., Denitrification in submerged filters
exposed to oxygen, Nutrient Removal From Wastewaters, Technomic, Basel,
Switzerland, 1994.
[42] F.Q. Gan, J.M. Zhou, H.Y. Wang, et al., Removal of phosphate from aqueous
solution by thermally treated natural palygorskite, Water Res. 43 (2009)
2907–2915.
[43] Y. Feng, Y.Z. Yu, L.P. Qiu, et al., The characteristics and effect of grain-slag
media for the treatment of phosphorus in a biological aerated filter (BAF),
Desalin. Water Treat. 47 (2012) 258–265.
[44] Y. Shen, Z. Zhang, Modern Biomonitoring Techniques Using Freshwater
Microbiota, China Architecture & Building Press, Beijing, China, 1990 (in
Chinese).
[45] H. Tsuno, T. Hidaka, F. Nishimura, A simple biofilm model of bacterial
competition for attached surface, Water Res. 36 (2002) 996–1006.
[46] M.A. Horn, J. Ihssen, C. Matthies, et al., Dechloromonas denitrificans sp. nov.,Flavobacterium denitrificans sp. nov., Paenibacillus anaericanus sp. nov. andPaenibacillus terrae strain MH72, N2O-producing bacteria isolated fromthe gutof the earthworm Aporrectodea caliginosa, Int. J. Syst. Evol.Microbiol. 55 (2005)1255–1265.
[47] H.B. Reinhold, T. Hurek, Reassessment of the taxonomic structure of the
diazotrophic genus Azoarcus sensu lato and description of three new generaand new species, Azovibrio restrictus gen. nov., sp. nov., Azospira oryzae gen.nov., sp. nov. and Azonexus fungiphilus gen. nov., sp. nov., Int. J. Syst. Evol.Microbiol. 50 (2000) 649–659.
[48] A. Willems, J. Busse, M. Goor, et al., Hydrogenophaga, a new genus of
hydrogen-oxidizing bacteria that includes Hydrogenophaga flava comb. nov.(Formerly Pseudomonas flava), Hydrogenophaga palleronii (FormerlyPseudomonas palleronii), Hydrogenophaga pseudoflava (Formerly Pseudomonas
pseudoflava and ‘‘Pseudomonas carboxydoflava”), and Hydrogenophagataeniospiralis (Formerly Pseudomonas taeniospiralis), Int. J. Syst. Bacteriol. 39(1989) 319–333.
[49] V. Pellegrin, S. Juretschko, M. Wagner, et al., Morphological and biochemical
properties of a Sphaerotilus sp. isolated from paper mill slimes, Appl. Environ.
Microbiol. 65 (1999) 156–162.[50] S. Ehrich, D. Behrens, E. Lebedeva, et al., A new obligately
chemolithoautotrophic, nitrite-oxidizing bacterium, Nitrospira moscoviensissp. nov and its phylogenetic relationship, Arch. Microbiol. 164 (1995) 16–23.
162 T. Bao et al. / Separation and Purification Technology 167 (2016) 154–162
http://refhub.elsevier.com/S1383-5866(16)30333-1/h0010http://refhub.elsevier.com/S1383-5866(16)30333-1/h0010http://refhub.elsevier.com/S1383-5866(16)30333-1/h0010http://refhub.elsevier.com/S1383-5866(16)30333-1/h0015http://refhub.elsevier.com/S1383-5866(16)30333-1/h0015http://refhub.elsevier.com/S1383-5866(16)30333-1/h0015http://refhub.elsevier.com/S1383-5866(16)30333-1/h0015http://refhub.elsevier.com/S1383-5866(16)30333-1/h0020http://refhub.elsevier.com/S1383-5866(16)30333-1/h0020http://refhub.elsevier.com/S1383-5866(16)30333-1/h0025http://refhub.elsevier.com/S1383-5866(16)30333-1/h0025http://refhub.elsevier.com/S1383-5866(16)30333-1/h0030http://refhub.elsevier.com/S1383-5866(16)30333-1/h0030http://refhub.elsevier.com/S1383-5866(16)30333-1/h0035http://refhub.elsevier.com/S1383-5866(16)30333-1/h0035http://refhub.elsevier.com/S1383-5866(16)30333-1/h0035http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0045http://refhub.elsevier.com/S1383-5866(16)30333-1/h0045http://refhub.elsevier.com/S1383-5866(16)30333-1/h0050http://refhub.elsevier.com/S1383-5866(16)30333-1/h0050http://refhub.elsevier.com/S1383-5866(16)30333-1/h0050http://refhub.elsevier.com/S1383-5866(16)30333-1/h0055http://refhub.elsevier.com/S1383-5866(16)30333-1/h0055http://refhub.elsevier.com/S1383-5866(16)30333-1/h0055http://refhub.elsevier.com/S1383-5866(16)30333-1/h0060http://refhub.elsevier.com/S1383-5866(16)30333-1/h0060http://refhub.elsevier.com/S1383-5866(16)30333-1/h0060http://refhub.elsevier.com/S1383-5866(16)30333-1/h0060http://refhub.elsevier.com/S1383-5866(16)30333-1/h0065http://refhub.elsevier.com/S1383-5866(16)30333-1/h0065http://refhub.elsevier.com/S1383-5866(16)30333-1/h0065http://refhub.elsevier.com/S1383-5866(16)30333-1/h0065http://refhub.elsevier.com/S1383-5866(16)30333-1/h0065http://refhub.elsevier.com/S1383-5866(16)30333-1/h0065http://refhub.elsevier.com/S1383-5866(16)30333-1/h0070http://refhub.elsevier.com/S1383-5866(16)30333-1/h0070http://refhub.elsevier.com/S1383-5866(16)30333-1/h0070http://refhub.elsevier.com/S1383-5866(16)30333-1/h0075http://refhub.elsevier.com/S1383-5866(16)30333-1/h0075http://refhub.elsevier.com/S1383-5866(16)30333-1/h0075http://refhub.elsevier.com/S1383-5866(16)30333-1/h0080http://refhub.elsevier.com/S1383-5866(16)30333-1/h0080http://refhub.elsevier.com/S1383-5866(16)30333-1/h0080http://refhub.elsevier.com/S1383-5866(16)30333-1/h0080http://refhub.elsevier.com/S1383-5866(16)30333-1/h0085http://refhub.elsevier.com/S1383-5866(16)30333-1/h0085http://refhub.elsevier.com/S1383-5866(16)30333-1/h0085http://refhub.elsevier.com/S1383-5866(16)30333-1/h0085http://refhub.elsevier.com/S1383-5866(16)30333-1/h0090http://refhub.elsevier.com/S1383-5866(16)30333-1/h0090http://refhub.elsevier.com/S1383-5866(16)30333-1/h0095http://refhub.elsevier.com/S1383-5866(16)30333-1/h0095http://refhub.elsevier.com/S1383-5866(16)30333-1/h0095http://refhub.elsevier.com/S1383-5866(16)30333-1/h0100http://refhub.elsevier.com/S1383-5866(16)30333-1/h0100http://refhub.elsevier.com/S1383-5866(16)30333-1/h0100http://refhub.elsevier.com/S1383-5866(16)30333-1/h0100http://refhub.elsevier.com/S1383-5866(16)30333-1/h0105http://refhub.elsevier.com/S1383-5866(16)30333-1/h0105http://refhub.elsevier.com/S1383-5866(16)30333-1/h0105http://refhub.elsevier.com/S1383-5866(16)30333-1/h0110http://refhub.elsevier.com/S1383-5866(16)30333-1/h0110http://refhub.elsevier.com/S1383-5866(16)30333-1/h0110http://refhub.elsevier.com/S1383-5866(16)30333-1/h0115http://refhub.elsevier.com/S1383-5866(16)30333-1/h0115http://refhub.elsevier.com/S1383-5866(16)30333-1/h0115http://refhub.elsevier.com/S1383-5866(16)30333-1/h0115http://refhub.elsevier.com/S1383-5866(16)30333-1/h0120http://refhub.elsevier.com/S1383-5866(16)30333-1/h0120http://refhub.elsevier.com/S1383-5866(16)30333-1/h0125http://refhub.elsevier.com/S1383-5866(16)30333-1/h0125http://refhub.elsevier.com/S1383-5866(16)30333-1/h0130http://refhub.elsevier.com/S1383-5866(16)30333-1/h0130http://refhub.elsevier.com/S1383-5866(16)30333-1/h0130http://refhub.elsevier.com/S1383-5866(16)30333-1/h0130http://refhub.elsevier.com/S1383-5866(16)30333-1/h0135http://refhub.elsevier.com/S1383-5866(16)30333-1/h0135http://refhub.elsevier.com/S1383-5866(16)30333-1/h0135http://refhub.elsevier.com/S1383-5866(16)30333-1/h0140http://refhub.elsevier.com/S1383-5866(16)30333-1/h0140http://refhub.elsevier.com/S1383-5866(16)30333-1/h0145http://refhub.elsevier.com/S1383-5866(16)30333-1/h0145http://refhub.elsevier.com/S1383-5866(16)30333-1/h0145http://refhub.elsevier.com/S1383-5866(16)30333-1/h0150http://refhub.elsevier.com/S1383-5866(16)30333-1/h0150http://refhub.elsevier.com/S1383-5866(16)30333-1/h0150http://refhub.elsevier.com/S1383-5866(16)30333-1/h0150http://refhub.elsevier.com/S1383-5866(16)30333-1/h0155http://refhub.elsevier.com/S1383-5866(16)30333-1/h0155http://refhub.elsevier.com/S1383-5866(16)30333-1/h0160http://refhub.elsevier.com/S1383-5866(16)30333-1/h0160http://refhub.elsevier.com/S1383-5866(16)30333-1/h0160http://refhub.elsevier.com/S1383-5866(16)30333-1/h0165http://refhub.elsevier.com/S1383-5866(16)30333-1/h0165http://refhub.elsevier.com/S1383-5866(16)30333-1/h0170http://refhub.elsevier.com/S1383-5866(16)30333-1/h0170http://refhub.elsevier.com/S1383-5866(16)30333-1/h0170http://refhub.elsevier.com/S1383-5866(16)30333-1/h0175http://refhub.elsevier.com/S1383-5866(16)30333-1/h0175http://refhub.elsevier.com/S1383-5866(16)30333-1/h0175http://refhub.elsevier.com/S1383-5866(16)30333-1/h0185http://refhub.elsevier.com/S1383-5866(16)30333-1/h0185http://refhub.elsevier.com/S1383-5866(16)30333-1/h0185http://refhub.elsevier.com/S1383-5866(16)30333-1/h0190http://refhub.elsevier.com/S1383-5866(16)30333-1/h0190http://refhub.elsevier.com/S1383-5866(16)30333-1/h0195http://refhub.elsevier.com/S1383-5866(16)30333-1/h0195http://refhub.elsevier.com/S1383-5866(16)30333-1/h0195http://refhub.elsevier.com/S1383-5866(16)30333-1/h0200http://refhub.elsevier.com/S1383-5866(16)30333-1/h0200http://refhub.elsevier.com/S1383-5866(16)30333-1/h0200http://refhub.elsevier.com/S1383-5866(16)30333-1/h0205http://refhub.elsevier.com/S1383-5866(16)30333-1/h0205http://refhub.elsevier.com/S1383-5866(16)30333-1/h0205http://refhub.elsevier.com/S1383-5866(16)30333-1/h0205http://refhub.elsevier.com/S1383-5866(16)30333-1/h0210http://refhub.elsevier.com/S1383-5866(16)30333-1/h0210http://refhub.elsevier.com/S1383-5866(16)30333-1/h0210http://refhub.elsevier.com/S1383-5866(16)30333-1/h0215http://refhub.elsevier.com/S1383-5866(16)30333-1/h0215http://refhub.elsevier.com/S1383-5866(16)30333-1/h0215http://refhub.elsevier.com/S1383-5866(16)30333-1/h0215http://refhub.elsevier.com/S1383-5866(16)30333-1/h0220http://refhub.elsevier.com/S1383-5866(16)30333-1/h0220http://refhub.elsevier.com/S1383-5866(16)30333-1/h0220http://refhub.elsevier.com/S1383-5866(16)30333-1/h0225http://refhub.elsevier.com/S1383-5866(16)30333-1/h0225http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0245http://refhub.elsevier.com/S1383-5866(16)30333-1/h0245http://refhub.elsevier.com/S1383-5866(16)30333-1/h0245http://refhub.elsevier.com/S1383-5866(16)30333-1/h0245http://refhub.elsevier.com/S1383-5866(16)30333-1/h0245http://refhub.elsevier.com/S1383-5866(16)30333-1/h0250http://refhub.elsevier.com/S1383-5866(16)30333-1/h0250http://refhub.elsevier.com/S1383-5866(16)30333-1/h0250http://refhub.elsevier.com/S1383-5866(16)30333-1/h0250http://refhub.elsevier.com/S1383-5866(16)30333-1/h0250http://refhub.elsevier.com/S1383-5866(16)30333-1/h0250http://refhub.elsevier.com/S1383-5866(16)30333-1/h0250http://refhub.elsevier.com/S1383-5866(16)30333-1/h0245http://refhub.elsevier.com/S1383-5866(16)30333-1/h0245http://refhub.elsevier.com/S1383-5866(16)30333-1/h0245http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0240http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0235http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0230http://refhub.elsevier.com/S1383-5866(16)30333-1/h0225http://refhub.elsevier.com/S1383-5866(16)30333-1/h0225http://refhub.elsevier.com/S1383-5866(16)30333-1/h0220http://refhub.elsevier.com/S1383-5866(16)30333-1/h0220http://refhub.elsevier.com/S1383-5866(16)30333-1/h0220http://refhub.elsevier.com/S1383-5866(16)30333-1/h0220http://refhub.elsevier.com/S1383-5866(16)30333-1/h0215http://refhub.elsevier.com/S1383-5866(16)30333-1/h0215http://refhub.elsevier.com/S1383-5866(16)30333-1/h0215http://refhub.elsevier.com/S1383-5866(16)30333-1/h0210http://refhub.elsevier.com/S1383-5866(16)30333-1/h0210http://refhub.elsevier.com/S1383-5866(16)30333-1/h0210http://refhub.elsevier.com/S1383-5866(16)30333-1/h0205http://refhub.elsevier.com/S1383-5866(16)30333-1/h0205http://refhub.elsevier.com/S1383-5866(16)30333-1/h0205http://refhub.elsevier.com/S1383-5866(16)30333-1/h0205http://refhub.elsevier.com/S1383-5866(16)30333-1/h0200http://refhub.elsevier.com/S1383-5866(16)30333-1/h0200http://refhub.elsevier.com/S1383-5866(16)30333-1/h0200http://refhub.elsevier.com/S1383-5866(16)30333-1/h0195http://refhub.elsevier.com/S1383-5866(16)30333-1/h0195http://refhub.elsevier.com/S1383-5866(16)30333-1/h0195http://refhub.elsevier.com/S1383-5866(16)30333-1/h0190http://refhub.elsevier.com/S1383-5866(16)30333-1/h0190http://refhub.elsevier.com/S1383-5866(16)30333-1/h0185http://refhub.elsevier.com/S1383-5866(16)30333-1/h0185http://refhub.elsevier.com/S1383-5866(16)30333-1/h0185http://refhub.elsevier.com/S1383-5866(16)30333-1/h0175http://refhub.elsevier.com/S1383-5866(16)30333-1/h0175http://refhub.elsevier.com/S1383-5866(16)30333-1/h0175http://refhub.elsevier.com/S1383-5866(16)30333-1/h0170http://refhub.elsevier.com/S1383-5866(16)30333-1/h0170http://refhub.elsevier.com/S1383-5866(16)30333-1/h0170http://refhub.elsevier.com/S1383-5866(16)30333-1/h0165http://refhub.elsevier.com/S1383-5866(16)30333-1/h0165http://refhub.elsevier.com/S1383-5866(16)30333-1/h0160http://refhub.elsevier.com/S1383-5866(16)30333-1/h0160http://refhub.elsevier.com/S1383-5866(16)30333-1/h0160http://refhub.elsevier.com/S1383-5866(16)30333-1/h0155http://refhub.elsevier.com/S1383-5866(16)30333-1/h0155http://refhub.elsevier.com/S1383-5866(16)30333-1/h0150http://refhub.elsevier.com/S1383-5866(16)30333-1/h0150http://refhub.elsevier.com/S1383-5866(16)30333-1/h0150http://refhub.elsevier.com/S1383-5866(16)30333-1/h0145http://refhub.elsevier.com/S1383-5866(16)30333-1/h0145http://refhub.elsevier.com/S1383-5866(16)30333-1/h0140http://refhub.elsevier.com/S1383-5866(16)30333-1/h0140http://refhub.elsevier.com/S1383-5866(16)30333-1/h0135http://refhub.elsevier.com/S1383-5866(16)30333-1/h0135http://refhub.elsevier.com/S1383-5866(16)30333-1/h0135http://refhub.elsevier.com/S1383-5866(16)30333-1/h0130http://refhub.elsevier.com/S1383-5866(16)30333-1/h0130http://refhub.elsevier.com/S1383-5866(16)30333-1/h0130http://refhub.elsevier.com/S1383-5866(16)30333-1/h0125http://refhub.elsevier.com/S1383-5866(16)30333-1/h0125http://refhub.elsevier.com/S1383-5866(16)30333-1/h0120http://refhub.elsevier.com/S1383-5866(16)30333-1/h0120http://refhub.elsevier.com/S1383-5866(16)30333-1/h0120http://refhub.elsevier.com/S1383-5866(16)30333-1/h0115http://refhub.elsevier.com/S1383-5866(16)30333-1/h0115http://refhub.elsevier.com/S1383-5866(16)30333-1/h0115http://refhub.elsevier.com/S1383-5866(16)30333-1/h0110http://refhub.elsevier.com/S1383-5866(16)30333-1/h0110http://refhub.elsevier.com/S1383-5866(16)30333-1/h0110http://refhub.elsevier.com/S1383-5866(16)30333-1/h0105http://refhub.elsevier.com/S1383-5866(16)30333-1/h0105http://refhub.elsevier.com/S1383-5866(16)30333-1/h0105http://refhub.elsevier.com/S1383-5866(16)30333-1/h0100http://refhub.elsevier.com/S1383-5866(16)30333-1/h0100http://refhub.elsevier.com/S1383-5866(16)30333-1/h0100http://refhub.elsevier.com/S1383-5866(16)30333-1/h0100http://refhub.elsevier.com/S1383-5866(16)30333-1/h0095http://refhub.elsevier.com/S1383-5866(16)30333-1/h0095http://refhub.elsevier.com/S1383-5866(16)30333-1/h0095http://refhub.elsevier.com/S1383-5866(16)30333-1/h0090http://refhub.elsevier.com/S1383-5866(16)30333-1/h0090http://refhub.elsevier.com/S1383-5866(16)30333-1/h0090http://refhub.elsevier.com/S1383-5866(16)30333-1/h0085http://refhub.elsevier.com/S1383-5866(16)30333-1/h0085http://refhub.elsevier.com/S1383-5866(16)30333-1/h0085http://refhub.elsevier.com/S1383-5866(16)30333-1/h0080http://refhub.elsevier.com/S1383-5866(16)30333-1/h0080http://refhub.elsevier.com/S1383-5866(16)30333-1/h0080http://refhub.elsevier.com/S1383-5866(16)30333-1/h0075http://refhub.elsevier.com/S1383-5866(16)30333-1/h0075http://refhub.elsevier.com/S1383-5866(16)30333-1/h0070http://refhub.elsevier.com/S1383-5866(16)30333-1/h0070http://refhub.elsevier.com/S1383-5866(16)30333-1/h0070http://refhub.elsevier.com/S1383-5866(16)30333-1/h0065http://refhub.elsevier.com/S1383-5866(16)30333-1/h0065http://refhub.elsevier.com/S1383-5866(16)30333-1/h0065http://refhub.elsevier.com/S1383-5866(16)30333-1/h0065http://refhub.elsevier.com/S1383-5866(16)30333-1/h0065http://refhub.elsevier.com/S1383-5866(16)30333-1/h0060http://refhub.elsevier.com/S1383-5866(16)30333-1/h0060http://refhub.elsevier.com/S1383-5866(16)30333-1/h0060http://refhub.elsevier.com/S1383-5866(16)30333-1/h0055http://refhub.elsevier.com/S1383-5866(16)30333-1/h0055http://refhub.elsevier.com/S1383-5866(16)30333-1/h0055http://refhub.elsevier.com/S1383-5866(16)30333-1/h0050http://refhub.elsevier.com/S1383-5866(16)30333-1/h0050http://refhub.elsevier.com/S1383-5866(16)30333-1/h0050http://refhub.elsevier.com/S1383-5866(16)30333-1/h0045http://refhub.elsevier.com/S1383-5866(16)30333-1/h0045http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0040http://refhub.elsevier.com/S1383-5866(16)30333-1/h0035http://refhub.elsevier.com/S1383-5866(16)30333-1/h0035http://refhub.elsevier.com/S1383-5866(16)30333-1/h0035http://refhub.elsevier.com/S1383-5866(16)30333-1/h0030http://refhub.elsevier.com/S1383-5866(16)30333-1/h0030http://refhub.elsevier.com/S1383-5866(16)30333-1/h0025http://refhub.elsevier.com/S1383-5866(16)30333-1/h0025http://refhub.elsevier.com/S1383-5866(16)30333-1/h0020http://refhub.elsevier.com/S1383-5866(16)30333-1/h0020http://refhub.elsevier.com/S1383-5866(16)30333-1/h0015http://refhub.elsevier.com/S1383-5866(16)30333-1/h0015http://refhub.elsevier.com/S1383-5866(16)30333-1/h0015http://refhub.elsevier.com/S1383-5866(16)30333-1/h0010http://refhub.elsevier.com/S1383-5866(16)30333-1/h0010http://refhub.elsevier.com/S1383-5866(16)30333-1/h0010