31 research outputs found
Importance of Surface Energy in Nanoemulsion
The emerging prospects of nanoscience and nanotechnology have an enormous promise to revolutionize various aspects of human life. In this context, the application of nanoemulsion stands at the vanguard of introducing newer dimensions to the way we see the everyday world. Naturally, the preparation and stability of nanoemulsion demand a precise understanding of the underlying forces of interaction toward achieving a greater control over their functionality and regulating them. The stability of nanoemulsion is primarily governed by the conjugate and complex interplay of van der Waals forces and steric interactions. The present chapter will be dedicated to the discussion of the regulatory roles of these forces in dictating the stability of nanoemulsion with particular emphasis on the origin of these fundamental forces from a molecular-level viewpoint
Forte: An Interactive Visual Analytic Tool for Trust-Augmented Net Load Forecasting
Accurate net load forecasting is vital for energy planning, aiding decisions
on trade and load distribution. However, assessing the performance of
forecasting models across diverse input variables, like temperature and
humidity, remains challenging, particularly for eliciting a high degree of
trust in the model outcomes. In this context, there is a growing need for
data-driven technological interventions to aid scientists in comprehending how
models react to both noisy and clean input variables, thus shedding light on
complex behaviors and fostering confidence in the outcomes. In this paper, we
present Forte, a visual analytics-based application to explore deep
probabilistic net load forecasting models across various input variables and
understand the error rates for different scenarios. With carefully designed
visual interventions, this web-based interface empowers scientists to derive
insights about model performance by simulating diverse scenarios, facilitating
an informed decision-making process. We discuss observations made using Forte
and demonstrate the effectiveness of visualization techniques to provide
valuable insights into the correlation between weather inputs and net load
forecasts, ultimately advancing grid capabilities by improving trust in
forecasting models.Comment: Accepted for publication in the proceedings of 2024 IEEE Power &
Energy Society Innovative Smart Grid Technologies Conference, North America
(ISGT NA
Unexpected magnetism explained in Cu/Cu2O-rGO nanocomposite
The observation of room temperature ferromagnetism along with a low
temperature paramagnetic counterpart in undoped Cu-Cu2O-rGO nanocomposite was
demonstrated. A phenomenological approach was taken to explain the observations
based on 3D Ising model for arbitrary spins generated due to Cu vacancy in the
Cu2O system preferably at the interface
Wetting and Drying of Concrete: Modelling and Finite Element Formulation for Stable Convergence
Evidences for the augmented Cd(II) biosorption by Cd(II) resistant strain Candida tropicalis XTA1874 from contaminated aqueous medium
Abstract Cadmium is one of the most dreadful heavy metals and is becoming a major toxicant in ground water with increasing concentration above the WHO Guidelines in drinking water (0.003Ā mg/L). The potential sources of cadmium include sewage sludge, phosphate fertilizers and ingredients like NiāCd batteries, pigments, plating and plastics. Cadmium levels are increased in water owing to the use and disposal of cadmium containing ingredients. Water draining from a landfill may contain higher cadmium levels. The authors have tried to evaluate the optimized nutritional conditions for the optimal growth and Cd(II) remediation capacity for a developed Cd(II) resistant yeast strain named Candida tropicalis XTA 1874 isolated from contaminated water-body in West Bengal. By analyzing the optimization conditions, a synthetic medium was developed and the composition has been given in the main text. The strain showed much better Cd(II) adsorption capacity under the optimized nutritional conditions (Mean removalā=ā88.077āĀ±ā0.097%)
Unconventional DexterāSilverton Type Manganese Heteropolytungstate [Mn<sub>7</sub>(MnW<sub>12</sub>O<sub>42</sub>(OH)<sub>4</sub>Ā·8H<sub>2</sub>O)] Hollow Microsphere: Synthesis, Crystal Structure, Growth Mechanism, and Optical Property Study
An
uncommon yet highly symmetric crystal form of a Mn-based heteropolytungstate
(Mn-HPT), Mn<sub>7</sub>(MnW<sub>12</sub>O<sub>42</sub>(OH)<sub>4</sub>)Ā·8H<sub>2</sub>O, has been synthesized by a unique solvothermal
method at 180 Ā°C for 6 h. The nature of the solvent (water/ethanol
= 50/50 by volume) and the presence of citric acid were the key reasons
for the formation of the Mn-HPT phase and its hollow spherical morphology
under the said experimental conditions. Combined powder X-ray diffraction
analysis and field emission scanning electron miroscopy (FESEM) analysis
reveals that the structure (cubic, space group <i>Im</i>3) consisted of [MnW<sub>12</sub>O<sub>42</sub>]<sup>10ā</sup> polyanion with Mn in a central 12-coordinated cavity, which cross-linked
three dimensionally with other MnO<sub>6</sub> octahedra, to form
the characteristic rhombododecahedron shaped particles of size ā¼150
nm. Each polyanion was made of six pair of face shared WO<sub>6</sub> dimers (W<sub>2</sub>O<sub>9</sub>) with mean WĀ·Ā·Ā·W
separation of 2.98 Ć
. The WO<sub>6</sub> octahedrons were tilted
to an OāWāO angle of 99.1Ā° with four different
types of WāO bonds. The structure was further characterized
by thermogravimetric (TG), infrared (IR), Raman, and X-ray photoelectron
spectroscopy (XPS) study. UVāvis diffuse reflectance spectroscopy
(DRS) analysis suggests that the material essentially was an indirect
band gap semiconductor with <i>E</i><sub>g</sub> = 2.33
and 2.93 eV corresponding to the transitions from two different sets
of nonbonding HOMO (O 2p) to the Ļ* LUMO (W 5d). Room temperature
photoluminescence (PL) analysis further delineates the HOMOāLUMO
transition in the blue (412 nm) to green (525 nm) region with characteristic
mean decay lifetime ā¼8 ns
Solvent Dependent Phase Transition between Two Polymorphic Phases of ManganeseāTungstate: From Rigid to Hollow Microsphere
Crystallization
of manganese (Mn<sup>2+</sup>) and tungstate (WO<sub>4</sub><sup>2ā</sup>) ions in the presence of citric acid
under different water/ethanol mixtures has been systematically investigated
under solvothermal conditions. A unique phase transition between two
polymorphic phases, formulated as MnWO<sub>4</sub>, manganese tungstate,
and Mn<sub>8</sub>W<sub>12</sub>O<sub>42</sub>(OH)<sub>4</sub>Ā·8H<sub>2</sub>O, manganese heteropolytungstate (Mn-HPT), was observed along
with a striking morphological alteration from rigid to hollow microsphere.
The effective coordination of citrate ion to tungstate (tungstateācitrate
1:1 complex) in aqueous solution before the hydrothermal treatment
drives the system to nucleate the less symmetric, monoclinic (space
group: <i>P</i>2/<i>c</i>) MnWO<sub>4</sub> phase,
which is the thermodynamically preferred polymorph. However, formation
of the tungstateācitrate complex can be tuned by changing the
dielectric constant of the solvent or by decreasing the citric acid
to tungstate molar ratio. Results show that both conditions assist
in the formation of the kinetically stable, more symmetric, cubic
Mn-HPT (space group: <i>Im</i>3Ģ
) phase at the same
reaction temperature and time. The formation of the Mn-HPT phase is
mediated by a kinetically advantageous crystallization process from
an amorphous precursor, while later on it gradually converted into
more stable MnWO<sub>4</sub> phase according to āOstwald rule
of successive phase transformationā. Optimum reaction conditions
for the synthesis and plausible growth mechanisms of both microspheres
were proposed on the basis of solvent, reaction time, temperature,
and the presence of citric acid. Magnetic properties of both samples
were investigated in order to illuminate the nature of magnetic interaction
within the crystal lattice