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    <link>http://localhost:8081/jspui/handle/123456789/23</link>
    <description />
    <items>
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        <rdf:li rdf:resource="http://localhost:8081/jspui/handle/123456789/20508" />
        <rdf:li rdf:resource="http://localhost:8081/jspui/handle/123456789/20460" />
        <rdf:li rdf:resource="http://localhost:8081/jspui/handle/123456789/20442" />
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    <dc:date>2026-05-07T21:26:43Z</dc:date>
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  <item rdf:about="http://localhost:8081/jspui/handle/123456789/20508">
    <title>DIRECT HYDROTHERMAL VALORIZATION OF BIOMASS   AND ELECTROPLATING EFFLUENT</title>
    <link>http://localhost:8081/jspui/handle/123456789/20508</link>
    <description>Title: DIRECT HYDROTHERMAL VALORIZATION OF BIOMASS   AND ELECTROPLATING EFFLUENT
Authors: Kumar, Pankaj
Abstract: With the global increase in industrial activities and urban expansion, addressing cleaner energy &#xD;
production and wastewater treatment has become a critical aspect of responsible environmental &#xD;
management. Industrial activities, particularly those involving metal processing, contribute &#xD;
significantly to the carbon dioxide emission and contamination of water bodies with heavy metals, &#xD;
presenting significant environmental hazards and potential threats to human health. Heavy metals &#xD;
such as copper, zinc, cobalt, and nickel are a few of the most widely used metals, mainly in the &#xD;
electroplating and mining industries. Fatal consequences may arise if the trace amounts of these &#xD;
metals in the human body exceed the threshold limits. Therefore, these heavy metals must be &#xD;
recovered from the wastewater streams economically and effectively. Moreover, the energy utilized &#xD;
by heavy metal industries is produced from non-renewable sources (coal and oil), contributing to &#xD;
greenhouse gas emissions. The depletion of fossil fuel reservoirs, coupled with the escalating specter &#xD;
of global warming, prompts researchers to shift their attention toward renewable energy alternatives &#xD;
such as biomass. Biomass is a carbon-neutral and environmentally friendly energy resource with &#xD;
significant economic value and abundant reserves. The biomass's thermochemical conversion route &#xD;
(pyrolysis and gasification) encounters limitations attributed to its elevated moisture content, &#xD;
necessitating substantial energy inputs for the drying process.  &#xD;
Supercritical water gasification (SCWG) offers a distinct advantage in effectively handling wet &#xD;
biomass to generate a hydrogen-rich fuel gas mixture. In this, supercritical water (SCW) is utilized &#xD;
as a solvent and reaction medium to transform lignocellulosic biomass into a fuel gas rich in high&#xD;
value H2-rich gaseous fuel and biochar. SCW shows improved heat transfer and mass transfer &#xD;
properties with higher solvation properties. To enhance the performance and yield of hydrogen, &#xD;
catalysts were incorporated into the process under controlled operating conditions during SCWG. &#xD;
However, these catalysts are prone to deactivation during the process. Henceforth, this research &#xD;
highlights the in-situ utilization of metal-contaminated wastewater as a catalyst infused with &#xD;
lignocellulosic biomass for the co-synthesis of a hydrogen-rich fuel gas mixture and nanometal &#xD;
carbon hybrid (NCH) via SCWG.</description>
    <dc:date>2024-08-01T00:00:00Z</dc:date>
  </item>
  <item rdf:about="http://localhost:8081/jspui/handle/123456789/20460">
    <title>FILM FLOWS INSTABILITIES: EFFECT OF SURFACTANT,  IMPOSED SHEAR AND POROUS SUBSTRATE</title>
    <link>http://localhost:8081/jspui/handle/123456789/20460</link>
    <description>Title: FILM FLOWS INSTABILITIES: EFFECT OF SURFACTANT,  IMPOSED SHEAR AND POROUS SUBSTRATE
Authors: Jain, Neha
Abstract: Cylindrical liquid film flows present inside or outside of a vertical tube or wire&#xD;
is ubiquitous and garnered a lot of interest in literature due to its applications in&#xD;
industrial, technological and biological processes. These film flows are prone to the&#xD;
disturbances where the amplification of the disturbances over time may distort the&#xD;
interfaces and render it unstable. These instabilities may be desirable for enhanc&#xD;
ing the heat and mass transfer phenomena in the distillation unit, heat exchangers,&#xD;
falling film reactors and also for the formation of liquid drops in microfluidic de&#xD;
vices. There are situations where the perfectly cylindrical interfaces are required&#xD;
such as during the coating of wire. The distortions at the interface creates an un&#xD;
even film thickness which affects the final quality of the product. Therefore, many&#xD;
strategies have been developed to control or manipulate these instabilities such as&#xD;
the use of surface-active agents at the gas-liquid or liquid-liquid interfaces, applica&#xD;
tion of an externally imposed shear stress at the free surface, by replacing the rigid&#xD;
solid wall with the soft or deformable solid substrate, etc. Consequently, the stabil&#xD;
ity of these film flows has been an important area of research both experimentally&#xD;
and theoretically.&#xD;
Cylindrical liquid films present inside or outside of a tube always remain unsta&#xD;
ble due to the surface tension driven capillary instability which is termed as the&#xD;
Rayleigh-Plateau (RP) instability. This RP instability exists even in the absence of&#xD;
inertia. However, the presence of inertia excites an another mode of instability at the&#xD;
free surface that is known as free surface instability, which exists for both planar and&#xD;
cylindrical film flows. Furthermore, for the stationary cylindrical film, the effect of&#xD;
the presence of an insoluble surfactant was found to be stabilising. It decreases the&#xD;
growth rate of the Rayleigh-Plateau instability but could not eliminate it completely&#xD;
(Camapana et al. 2004; Carroll &amp; Lucassen 1974; Cassidy et al. 1999; Halpern&#xD;
&amp; Grotberg 1993). However, in the presence of the basic flow, the RP instability&#xD;
was completely eliminated above a critical value of the Marangoni number (Nair &amp;&#xD;
Sharma 2020). They also investigated that the surfactant mode remains stable in the&#xD;
low wavenumber limit and become unstable for a range of arbitrary wavenumber&#xD;
ii&#xD;
for high Marangoni number. Similar observation of complete suppression of RP&#xD;
instability was made by (Ogrosky 2021) for the liquid film present inside of a tube&#xD;
but did not mention anything about finite wavenumber instability as investigated by&#xD;
(Nair &amp; Sharma 2020). Apart from the effect of presence of surfactant at the free&#xD;
surface (passive gas), number of studies are available where the surfactant loaded&#xD;
gas-liquid interface is subjected to an externally applied shear stress for planar and&#xD;
cylindrical film flows. The presence of an imposed shear was found to be destabilis&#xD;
ing or stabilising (downstream or upstream direction) for the gas-liquid mode. The&#xD;
surfactant mode was found to be unstable solely due to the presence of basic shear&#xD;
(Bhat &amp; Samanta 2019; Wei 2005b; Zhou et al. 2014).&#xD;
The existing literature has explored the effect of the surfactant for the liquid film&#xD;
present inside of a tube using lubrication or the long wave approximation. There&#xD;
fore, in one of the objective of this thesis: (1) We investigated the effect of the&#xD;
surfactant on the liquid film present inside of a vertical tube in presence of the base&#xD;
f&#xD;
low using the long-wave and numerical shooting method. Furthermore, to the best&#xD;
of our knowledge no study has examined the effect of the imposed shear stress at the&#xD;
gas-liquid for the liquid film flowing outside of a vertical fibre. Hence, the second&#xD;
objective is: (2) To examine the effect of an imposed shear stress on the stability&#xD;
of gravity-driven surfactant doped Newtonian liquid film flowing outside of a verti&#xD;
cal rod or fibre. Both the studies were conducted in the limit of vanishingly small&#xD;
Reynolds number (Re “ 0). We carried out the linear stability analysis using the&#xD;
long-wave asymptotic analytical method and further extended our results to finite&#xD;
or arbitrary wavenumbers using the numerical shooting method.&#xD;
In Chapter 2 of this thesis, the stability of the gravity-driven and surfactant-doped&#xD;
Newtonian liquid film present inside of a vertical tube was examined using the lin&#xD;
ear stability analysis in the creeping flow limit. This flow configuration exhibits two&#xD;
normal modes of instability. (i) Surface tension-driven Rayleigh-Plateau mode. (ii)&#xD;
Surfactant mode, which arises due to the gradients of surface tension in presence&#xD;
of surfactant. It has been observed that in the presence of the base flow (character&#xD;
ized by Bond number, Bo), the Rayleigh-Plateau instability can be eliminated com&#xD;
pletely, when the Marangoni number increases above a critical value. In contrast,&#xD;
the surfactant mode which was stable for stationary film now remains unstable for&#xD;
any non-zero value of the Marangoni number, when the base flow was included into&#xD;
iii&#xD;
the stability analysis. This surfactant mode instability was observed to endure for&#xD;
f&#xD;
inite or high wavenumber depending on the liquid film thickness and Bond number.&#xD;
It was noted that the maximum growth rate for the surfactant mode become higher&#xD;
than that of the RP mode for a clean film (Ma=0). Therefore, for moderate and high&#xD;
Bond number, the long-wave nature of instability observed for static film shifts to&#xD;
f&#xD;
inite or short wave surfactant mode instability present into the system. Therefore,&#xD;
the presence of surfactant has an overall destabilizing effect on film flows and the&#xD;
long-wave model is not sufficient to determine the overall stability characteristics&#xD;
of such film flows.&#xD;
In chapter 3 of this thesis, the linear stability of gravity-driven flow of a surfactant&#xD;
laden Newtonian liquid film over a rod is examined in creeping flow limit, in the&#xD;
presence of an externally applied shear stress at gas-liquid (GL) interface. The im&#xD;
posed shear can be applied either in a direction assisting the flow (positive shear&#xD;
stress) or opposite to the direction of the gravity-driven flow (negative shear stress).&#xD;
The two instability modes exist for this flow configuration: (i) Rayleigh-Plateau&#xD;
(RP) mode, and (ii) surfactant mode. Earlier studies revealed that, in absence of im&#xD;
posed shear stress, the surfactant can completely suppress the RP instability above&#xD;
a critical value of Marangoni number. With further increase in Marangoni number&#xD;
to sufficiently high values, the surfactant mode becomes unstable. Hence, there ex&#xD;
ists a window in terms of Marangoni number, where the liquid film remains stable.&#xD;
However, in the presence of imposed shear stress at the gas-liquid interface, the dy&#xD;
namics of the liquid film changes significantly and alters the stability characteristics&#xD;
of the film flow. We first examined the problem using the long-wave asymptotic&#xD;
analysis, it was demonstrated that the positive stress has a stabilizing effect on the&#xD;
RP mode in addition to the stabilizing contribution due to the presence of the sur&#xD;
factant and destabilizing impact on the surfactant mode. Therefore, for any physical&#xD;
situation where the surfactant is present in the sufficiently low concentration (small&#xD;
values of Ma), the application of the suitable magnitude of the positive stress can be&#xD;
used to completely suppress the RP instability. The surfactant mode which remains&#xD;
stable in the absence of an external shear, may become unstable, when the magni&#xD;
tude of the positive stress increases above a threshold value (τ ą τc) and remains&#xD;
stable for τ ă τc. Thus, the effect of increasing the positive shear was found to be&#xD;
destabilizing for the surfactant mode, in contrast to the stabilizing effect for the RP&#xD;
iv&#xD;
mode. It is important to note the the critical value of stress above which surfactant&#xD;
mode destabilises is lower in magnitude to the critical stress required for the sta&#xD;
bilisation of the RP mode. Hence, it is not possible to eliminate the RP instability&#xD;
without triggering the surfactant mode instability. Below this critical value of the&#xD;
stress, long-wave RP instability will be present in to the system whereas above τc,&#xD;
the surfactant mode instability occupies the whole region from low to finite wave&#xD;
perturbations for any value of Marangoni number. Therefore, the positive stress is&#xD;
found to have an overall destabilising effect on the system. However, the extension&#xD;
of the results from low to finite or high wavenumber shows the existence of a stable&#xD;
gap in terms of Marangoni number for small values of the imposed shear stress.&#xD;
This stable gap vanishes, when the shear stress increases beyond the critical value&#xD;
required for the destabilisation of the surfactant mode.&#xD;
For the negative imposed shear stress, the low wavenumber results predicts that&#xD;
for the effect of negative shear stress is destabilizing (stabilizing) for RP (surfac&#xD;
tant) mode, when the magnitude of applied stress is lower than a threshold value&#xD;
(τ ă τc “ 4&#xD;
d). However, the effect of the imposed shear reverses for both modes&#xD;
when τ ą τc. Note that the critical value of the imposed shear remains same for&#xD;
both the RP or surfactant mode unlike in case of positive shear, where critical stress&#xD;
(τc) was different for both the modes. The analysis concerned with the results of&#xD;
negative shear stress shows that with increase in the magnitude of imposed shear,&#xD;
the finite wavenumber perturbations are destabilised and occupies the whole region&#xD;
in Marangoni versus wavenumber plane. Therefore, it results into the change in&#xD;
stability behavior from long-wave (for stress free interface) to finite wavelength&#xD;
dominated instability. Hence, it is not possible to obtain stable flows when magni&#xD;
tude of shear stress is above a certain value in a similar manner as shown for the&#xD;
positive applied stress.&#xD;
In Chapter 4 of this thesis, we conducted the linear stability analysis of gravity&#xD;
driven Newtonian liquid film flow over a porous inclined plane. The flow in the&#xD;
f&#xD;
luid andporouslayer is modelled with Navier Stokes and volume-averaged Navier&#xD;
Stokes (VANS) equation respectively. In this study, three different modes of insta&#xD;
bility was found: surface mode, shear mode and the porous mode. The surface&#xD;
mode is the long-wave instability mode which triggers due to the deformation of&#xD;
the free surface above a critical value of Reynolds number. In regard of the rigid&#xD;
v&#xD;
plane, it has been observed that for the low angle of inclination, the mode which be&#xD;
come unstable at finite wavenumber was termed as shear or hard mode. However,&#xD;
the porous mode is observed only in the presence of permeable porous substrate&#xD;
instead of rigid plane. The porous mode instability occurs as a results of perme&#xD;
ation of the fluid flow perturbations inside the porous region. We re-examined the&#xD;
research conducted by Camporeale et al. (2013) and made corrections in the pertur&#xD;
bation equations that was initially done by Camporeale et al. (2013). They missed&#xD;
many terms in the boundary condition at the fluid-solid interface (normal stress bal&#xD;
ance) and added an extra term in fourth order ODE for porous layer. It has been&#xD;
observed that the corrected equations significantly change the stability features for&#xD;
the range of parameters typically for large δ. Camporeale et al. (2013) observed&#xD;
that the high wave number porous mode exists with surface and shear for all chosen&#xD;
value of angle of inclination θ. However, such porous mode instability remains ab&#xD;
sent in our analysis. We observed that porous mode do exists but in the range low&#xD;
to finite wavenumber for very small angle 0.03˝ at δ “ 0.02. We also studied the&#xD;
effect of different parameter (d,δ,α,Re,θ) on the flow stability behaviour of the&#xD;
system.</description>
    <dc:date>2024-07-01T00:00:00Z</dc:date>
  </item>
  <item rdf:about="http://localhost:8081/jspui/handle/123456789/20442">
    <title>TRI- REFORMING OF METHANE FOR THE PRODUCTION  OF SYNTHESIS GAS</title>
    <link>http://localhost:8081/jspui/handle/123456789/20442</link>
    <description>Title: TRI- REFORMING OF METHANE FOR THE PRODUCTION  OF SYNTHESIS GAS
Authors: Pandey, Akansha
Abstract: The conversion of the two most problematic gases, i.e., CO2 and CH4, to the valuable &#xD;
synthesis gas via the tri-reforming (TRM) is a very promising route. The  TRM with CO2, H2O, and &#xD;
O2 to produce  synthesis gas (syngas) with an H2/CO molal ratio of 1.5-2 is highly desirable for the &#xD;
production of important chemicals and fuel additives, including methanol, dimethyl ether (DME), &#xD;
and substitute natural gas (SNG), etc., via the Fischer-Tropsch (F-T) process. &#xD;
In this thesis, a novel nano-nickel metal catalyst dispersed on mesoporous-zirconia is &#xD;
developed for the controlled production of the synthesis gas with an H2/CO mol ratio of 1.5-2 via &#xD;
the TRM. The catalysts were tested in a downflow-fixedbed reactor at 600-850 oC and 1 atm. At the &#xD;
optimum feed (CH4:CO2:O2:H2O:N2) ratio of 1: 0.5: 0.1: 0.0125:1, the maximum CO2 and CH4 &#xD;
conversion was ~28% and ~86%, respectively, over the 5 wt.% Ni/ZrO2. At this condition, the &#xD;
syngas with an H2/CO ratio of ~1.5 was obtained at a lower reaction temperature of 700 oC. The &#xD;
superior activity of this catalyst was due to the presence of highly dispersed and reduced nickel &#xD;
particles over the combined tetragonal and monoclinic phases of mesoporous ZrO2. The basic &#xD;
strength of the catalyst, the nickel particle size, and metal dispersion played a important role in &#xD;
controlling the TRM activity as well as the H2/CO mole ratio. The time-on-stream (TOS)  study and &#xD;
the used catalyst characterization results established that the nanosized nickel metal particles &#xD;
dispersed on mesoporous-zirconia were thermally stable and coke-resistant. &#xD;
Further, a series of Zr-MOF were synthesized via the solvothermal method, and an &#xD;
impregnation technique was used to synthesize the nickel impregnated on a MOF-derived ZrO2 &#xD;
catalyst. The catalyst was characterized by various methods, including N2-porosimetry, X-ray &#xD;
diffraction (XRD), thermo-gravimetric analysis (TGA), temperature programmed reduction (TPR), &#xD;
H2-chemisorption, CO2-temperature programmed desorption (CO2-TPD), high-resolution &#xD;
transmission electron microscopy (HR-TEM), field-emission scanning electron microscopy (FE&#xD;
SEM), etc. Characterization results supported the formation of the Zr-MOF and nickel metal &#xD;
dispersed on MOF-derived ZrO2. Further, the TRM activity of the catalyst developed were tested  in &#xD;
a downflow-fixed bed reactor. The various catalysts were screened for TRM activity at different &#xD;
temperatures (600-850 oC). Results demonstrated that TRM was highly favorable over the NZ-1000 &#xD;
catalyst due to its desirable physicochemical properties, including nickel metal surface area (2.3 &#xD;
i &#xD;
m2.gcat-1), metal dispersion (7.1%), and nickel metal reducibility (45%), respectively. Over the NZ&#xD;
1000 catalyst, an optimum H2/CO ratio of ~1.6-2 was achieved at 750 °C, and it was stable for a &#xD;
longer period of time. &#xD;
To understand the kinetic behavior of TRM reaction, the kinetic study was performed over 5 &#xD;
wt.% Ni/ZrO2 catalyst under steady-state condition. The reaction temperature and W/FAo were varied &#xD;
from 650-800 oC and 0.61-3.06 g.min.mol-1 at 1 atm. pressure. The Power law model and Langmuir&#xD;
Hinshelwood-Hougen-Watson (LHHW) model for heterogeneous reaction was proposed. The model &#xD;
equations were solved by using MATLAB. For the Power law model, the calculated activation &#xD;
energy with respect to CH4 and CO2 was 42.31 and 83.31 kJ.mol-1, respectively. For the LHHW &#xD;
model, the POM reaction was not considered due to the complete consumption of O2 during the &#xD;
reaction. Therefore, DRM, SRM, and WGS reaction were used for kinetic study. For deriving the &#xD;
rate expression, the surface reaction was considered as the rate-controlling and irreversible in nature. &#xD;
The rate expressions were solved by an ode23 solver in MATLAB in combination with the genetic &#xD;
algorithm optimization tools for the estimation of kinetic parameters. The obtained activation energy &#xD;
for DRM, SRM, and WGS reaction were 76.29, 117.16, and 67.33 kJ.mol-1, respectively.</description>
    <dc:date>2024-07-01T00:00:00Z</dc:date>
  </item>
  <item rdf:about="http://localhost:8081/jspui/handle/123456789/20441">
    <title>CONVERSION OF POLYPROPLENE- RICH DISPOSABLE FACE MASK THROUGH CATALYTIC PYROLYSIS TO PRODUCE HIGH-VALUE HYDROCARBON-OIL</title>
    <link>http://localhost:8081/jspui/handle/123456789/20441</link>
    <description>Title: CONVERSION OF POLYPROPLENE- RICH DISPOSABLE FACE MASK THROUGH CATALYTIC PYROLYSIS TO PRODUCE HIGH-VALUE HYDROCARBON-OIL
Authors: Hooda, Sanjeevani
Abstract: The exponential rise in the global energy demand along with the steep depletion of conventional &#xD;
fossil fuels necessitate an alternative and sustainable energy source. Moreover, the profusion of &#xD;
waste plastic generation (projected to be around 155 to 265 metric tons per year by 2060) without &#xD;
proper disposal methods has led to a global concern that needs a potent solution (Lebreton and &#xD;
Andrady, 2019). Likewise, the upsurge in the waste generation of disposable face masks during &#xD;
the COVID-19 pandemic as well as its persistence in the environment over the years without a &#xD;
proper disposal method has led to a global concern that needs a potent solution. Their non&#xD;
biodegradable nature and prolonged presence in the environment leads to their progressive &#xD;
breakdown into micro and nano-size plastic fragments that can be easily ingested by animals and &#xD;
humans, thus posing a severe threat to the society (X. Chen et al., 2021). A thermochemical &#xD;
conversion approach provides a promising solution for converting waste to energy, meeting the &#xD;
demands of both, the depleting fossil fuel crisis as well as the requirement for proper disposal &#xD;
methods. Different thermochemical processes like pyrolysis, gasification, combustion, &#xD;
hydrothermal liquefaction, etc., are available to convert various feedstocks into high-value &#xD;
products. Amongst these, pyrolysis is preferred because of the cost-efficient, easy-to-use, and &#xD;
environment-friendly nature of the process (Czajczyńska et al., 2017; Praveenkumar et al., 2024). &#xD;
Moreover, the presence of high amount of carbon, hydrogen, and volatile matter in the disposable &#xD;
face mask illustrated by its ultimate analysis (carbon: 77.77%, hydrogen: 13.4%, nitrogen: &#xD;
0.05%, oxygen: 8.78%) and proximate analysis (volatile matter: 83.35%, ash: 11.95%, fixed &#xD;
carbon: 4.70%) makes it a potential source of energy that can be harvested via pyrolysis &#xD;
technique. Thus, present study explores the feasibility of converting disposable face mask to &#xD;
energy using a low-cost waste (spent aluminium hydroxide/oxide nanoparticle adsorbent) &#xD;
derived catalyst. Subsequently, analysis of the textural and morphological characteristics of the &#xD;
catalyst using different analytical techniques such as XRD, FTIR, BET, FESEM and NH3-TPD &#xD;
demonstrates a mesoporous structure, with a surface area of 161.20 m2 g-1 and total pore volume &#xD;
of 0.25 cm3 g-1. Furthermore, the presence of all three acidic sites denotes to the availability of &#xD;
large number of binding sites, that can enhance the reactivity of the process.   &#xD;
Thermogravimetric analysis of the non-catalytic and catalytic pyrolysis (using spent AHNP &#xD;
derived !-Al2O3) of disposable face mask was conducted at varied heating rates of 10oC/min, &#xD;
20oC/min, 30oC/min, 40oC/min, and 50oC/min, respectively. Iso-conversional methods,  Kissinger Akahira Sunose (KAS) and Ozawa Flynn Wall (OFW) were used for the kinetic study. &#xD;
Additionally, the thermodynamic parameters of the process namely Gibb’s free energy (∆G, &#xD;
kJmol-1), enthalpy (∆H, kJmol-1), and entropy (∆S, kJmol-1K-1) were also determined. Results &#xD;
found that addition of catalyst to the process benefits the overall efficacy of the process by &#xD;
reducing the activation energy (Ea) (without catalyst; OFW-Ea: 188.7 kJ/mol, KAS-Ea: 186.2 &#xD;
kJ/mol; with bare alumina (!-Al2O3); OFW-Ea: 183.2 kJ/mol, KAS-Ea: 180.4 kJ/mol) as well as &#xD;
lowering the disordered state of the process. The results illustrated the potential efficacy of &#xD;
utilizing spent aluminium hydroxide/oxide adsorbent based catalyst in place of high-cost &#xD;
commercial catalysts.  &#xD;
However, conventional analysis techniques do not provide insights into the influence of &#xD;
characteristics of feedstock on the process kinetics. Therefore, a study was conducted to &#xD;
exemplify the efficacy of using machine learning for the predictive modeling of the pyrolysis &#xD;
process kinetics in order to understand the complexities of the interrelations of predictor variables &#xD;
and their influence on activation energy. The activation energy for pyrolysis of waste plastics &#xD;
was evaluated using machine learning models namely Random Forest, XGBoost, CatBoost, and &#xD;
AdaBoost regression models. Characteristics of the feedstock, types of plastic, conversion values &#xD;
and iso-conversional methods (OFW, KAS, and Friedman (FR)) used for kinetic evaluation, were &#xD;
taken as predictor variables. A total 674 data points were collected from literature as well as the &#xD;
present investigation. Feature selection based on the multicollinearity of data and hyperparameter &#xD;
tuning of the models utilizing RandomizedSearchCV was conducted. Random forest model &#xD;
outperformed the other models with R2 value of 0.941. Shapely additive explanations projected &#xD;
fixed carbon content, ash content, conversion value, and carbon content as significant parameters &#xD;
of the model. Moreover, on comparing the predicted results of activation energy with the results &#xD;
estimated using TGA data through iso-conversional method, an absolute error range of 0.1 to &#xD;
1.8% (for OFW) and 0.2 to 1.2% (for KAS) in the conversion range of 0.1 to 0.9 was observed. &#xD;
These results further substantiate the reliability and robustness of the model developed using &#xD;
machine learning approach.  &#xD;
Subsequently, the modelling and optimization of the catalytic pyrolysis of face masks &#xD;
incorporating a waste-derived catalyst to analyze the effect of process parameters (temperature, &#xD;
feed-to-catalyst ratio, and inert gas flow rate) on the oil yield of the process was conducted. The &#xD;
experimental study was carried out in a semi-batch reactor using spent AHNP derived !-Al2O3 &#xD;
ii &#xD;
as a catalyst. Response surface methodology and machine learning were used for the optimization &#xD;
and modeling of the process. Both response surface methodology (rotational central composite &#xD;
design, R2-0.95) and machine learning (decision trees regression, R2-0.83) demonstrated a higher &#xD;
prediction accuracy and lower error margins. Both the modeling processes provide results with &#xD;
high efficacy. However, the employment of machine learning adds on to the knowledge of the &#xD;
interrelations of the predictor variable with the output of the model by employing the explainable &#xD;
artificial intelligence (XAI). Pyrolysis temperature was spot lighted to be the predominant &#xD;
parameter followed by feed-to-catalyst ratio. Experimental oil yield (13.5%) obtained at &#xD;
optimized parameters (516 oC temperature, 3:1 feed-to-catalyst ratio, and 163 mL/min inert gas &#xD;
flow rate) was compared with those predicted through response surface methodology (13.7%) &#xD;
and decision trees regression (13.12%), showcasing an absolute error range of 0.2-0.4 wt%. Thus, &#xD;
the results highlight the successful modeling and optimization of the catalytic pyrolysis of face &#xD;
masks. &#xD;
Further, at optimized conditions, the effects of metal doped spent AHNP derived !-Al2O3 &#xD;
catalysts on the pyrolysis product distribution and composition were investigated. Monometallic &#xD;
(Ni, Co, Fe impregnated) and bimetallic (Ni-Co, Ni-Fe, Co-Fe impregnated) waste derived &#xD;
alumina catalysts were explored for their catalytic performance to produce commercial range &#xD;
fuels from disposable face mask and further compared with the bare alumina (!-Al2O3) based &#xD;
catalytic as well as non-catalytic processes. Catalysts were used in an ex-situ mode. &#xD;
Characterization of the metal doped catalysts highlighted bi-modal mesoporous structure with &#xD;
surface area in the range of 140.42 to 161.20 m2 g-1 that helps to enhance the stability and activity &#xD;
of the catalysts. Ni-Co/Al and Co-Fe/Al exhibited higher oil production of 14.9 wt% while Fe/Al &#xD;
demonstrated increased non-condensable gas production of 78.8 wt%. Ni/Al showed a higher &#xD;
selectivity for naphthene and paraffins likewise, Fe/Al exhibited a higher selectivity for olefins &#xD;
in the oil. Likewise, different catalysts exhibit distinctive advantages in terms of product &#xD;
distribution and composition due to their individual characteristics. However, in terms of the &#xD;
calorific value of oil, Ni/Al presented the best results with HHV of 44.64 MJ/kg.  The present &#xD;
study demonstrates the feasibility of valorizing the face mask into energy-dense oil comparable &#xD;
to commercial range fuel using a spent adsorbent based catalyst.   &#xD;
The potential environmental effects associated with the non-catalytic and catalytic pyrolysis of &#xD;
disposable face mask was estimated using life cycle analysis (LCA) and the economic assessment &#xD;
iii &#xD;
of the processes was conducted in terms of operational cost analysis. Mono-/bimetal doped spent &#xD;
adsorbent (aluminium oxide/hydroxide nanoparticles) derived catalysts were utilized in the &#xD;
process and assessed for their impact on the environment. The impact of individual process units &#xD;
on the distinct environmental indices of CML 2001-August 2016 methodology of ‘Sphera’s LCA &#xD;
for experts’ software was assessed.  The scenario comprising of recycling the energy produced &#xD;
via combustion of non-condensable gases along with utilizing the excess energy as well as char &#xD;
for energy and coal credits demonstrates a significant reduction in the LCA impact values of the &#xD;
overall process. The sub-processes significantly effecting the environment factors were evaluated &#xD;
to be the pyrolysis process, combustion of hydrocarbon-oil, catalyst, and shredding of the face &#xD;
mask. The lack of bias, robustness, and reliability of the LCA results were further established by &#xD;
the Monte Carlo uncertainty analysis showcasing a standard deviation of less than 10%. Based &#xD;
on the operational cost assessment, the pyrolysis process can be arranged in a sequence as Al &lt; &#xD;
non-catalytic &lt; Fe/Al &lt; Ni-Fe/Al &lt; Ni/Al &lt; Co-Fe/Al &lt; Ni-Co/Al &lt; Co/Al. Additionally, the &#xD;
operational cost of the process presented in the study is significantly lower than the studies &#xD;
utilizing the commercial based catalyst. Thus, the present study highlights the eco-friendly nature &#xD;
of the non-catalytic and catalytic pyrolysis of the disposable face mask utilizing a spent adsorbent &#xD;
derived catalyst and also provides a comprehensive insight for the scale-up of the process &#xD;
following a circular economy approach.</description>
    <dc:date>2024-07-01T00:00:00Z</dc:date>
  </item>
</rdf:RDF>

