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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 191
Study of Crystallite Size and Microstrain Using X-Ray Diffractometer
(XRD)
Chandresh Malewar1, Dr. N.K. Dhapekar 2
1 UGC, Department of Civil Engineering, Kalinga University, Naya Raipur, Chhattisgarh, India
2I/c Head, Department of Civil Engineering, Kalinga University, Naya Raipur, Chhattisgarh, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - With latest expansion in the field of substantial
science technology novel resources are beingdeveloped,the
prevailing methods of analysis and trying cannot keep up.
Hence the obligation of upgrading the current analytical
methods or emerging new ones to solve the intricate
problems vacant by the development of new ingredients.
XRD (X-Ray Diffraction) is performance involving X-rays to
be passed through a given material, be it powdered, and
observe the rays ephemeral through it to understand/gover
the assembly of the factual. XRD works be computing the
angles and intensity of the passing through rays and
engendering a 3D model with proper bulks of the given
material sample.
The need for XRD is due to the fact that crystals formed in
earth’s crust are widely affected by peripheral factorssucha
temperature, pressure and the rate at which theycool down.
These factors affecttheprearrangementofatomsinminerals
and owing it to these preparations, the physical belongings
of minerals widely differ. With the help of XRD, the
translucent structure, size orientation, density etc. and
residual stress & strain are calculated.
The XRD skill in turn gives out results/data in the form of
diffractogram, the diffractogram thusgainedisintheformof
a line or peak with different intensities and spots that are
specific to the material being used for examination. Each
pulverized crystalline phase has a diffractogram which is
distinguishing which is unique to each material.
Key Words: X-Ray Diffraction, Powdered, ephemeral,
Intensity, Crystalline phase.
1. INTRODUCTION
With recent developments within the field of fabric science
technologies and creation of latest ingredients, it becomes
essential to reinforce this substantial testing and analysis
state of affairs to resolve the complex issues. One of such
ways is XRD (X-ray diffraction). diffraction may be a
performance or a tool wont to calculate the atomic &
molecular assembly of a mineral by means that of a
diffracting beam through it altogether directions.Atpresent,
the aim of the XRD device is to work out and analyze the
section of a fabric, whether or not within the kind of powder
or perhaps solid from inorganic samples, within the kind of
transparent & amorphous. In the qualitative analysis, the
data conferred is together with of 2 letter angels, ultimate
intensity, and therefore the quantity of lattice constant. For
analysis, the information includes section analysis, which
may be within the kind of identification of thesortofsection,
section composition(percentage),crystal size,orientation,et
al (Monshi et al., 2012). In the analysis victimization XRD
instruments, the essential principle of XRD is to part light-
weight through the crystal slit. optical phenomenon of
sunshine by lattices or crystals will occur if the optical
phenomenon comes from a radius that includes a
wavelength cherish the gap between atoms, that is
concerning one angstrom unit. The radiation is employed
within the kind of X-ray radiation, electrons, and neutrons.
X-ray may be a gauge boson with high energy that includesa
wavelength starting from zero.5 up to 2.5 Armstrong. once
Associate in Nursing X-ray beam interacts with a fabric, a
number of the beams are going to be absorbed, transmitted,
and a few of it's scattered diffracted. This scattered optical
miracle is what XRD detects. The scattered X-ray beam is
canceled one another out as a result of the sections square
measure completely different and a few square measure
reciprocally reinforcing as a result of the phase is that the
same. X-ray beams that reinforce one another square
measure referred to as optical phenomenon beams. once X-
rays square measure discharged at the Bravais lattice of the
fabric to be tested, the rays square measure diffracted and
kind bound patterns referred to as fingerprints(Hakimetal.,
2019; Bunaciu et al., 2015). The application of this XRD
instrument is extremely wide used. This XRD instrument is
most frequently used for the identification of unknown
crystalline resources (e.g., minerals, inorganic compounds).
one amongst them is that the characterization of unknown
supplies victimization XRD tools is extremely helpful for
studies in earth science, ecology, materials science,
engineering, and biology. different applications of XRD
instruments square measure the characterization of
crystalline materials, identification of fine-grained reserves,
determination of unit dimensions, and measure of sample
purity (Bunaciu et al., 2015; Alexander & Klug, 1948,Zhouet
al., 2018).
2. CRYSTILLINE STRUCUTRE
As mentioned, it's necessary to own info regarding the
crucial crystal assembly of a inert for its cost-effective
consumption in real-world submissions. obligatory bounds
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 192
that are needed for distinguishing a crystalline erection are
the amount of atoms per unit, harmonization variety and
packing issue of those atoms, and lattice parameters and
lattice points of atoms in a very unit of crystalline structure
[24]. XRD aids to find this set of knowledge that is then used
for the identification of crystal structure. once the add of
miller indices (i.e., h + k + l) of principal diffracting planes
equals a good variety, the crystal structure of minerals is
taken into account to own a BCC structure. On the opposite
hand, once all miller indices (h, k, l) of diffracting planes ar
all even or all odd numbers, the crystal structureisknown as
Federal Communications Commission [48,49]. The crystals
of minerals may be refined employing a technique planned
by Rietveld in 1969 [50]. this system refines a theoretical
line profile supported the least-squares approach,relative to
the measured profile. It refines the least-squares line till it
matches the measured one. Rojas-Mantilla et al., recently
characterised the nontronite mineral gift in clay [51].
Nontronite contains iron in higher proportions. They
thought-about the resultsofironimpregnation(45%Fe)and
warmth treatment (at600C)onthemineral characterization
exploitation XRD, as indicated in Figure thirteen. Before any
treatment, the XRD diffractogram is shown in Figure 13a,
whereas Figure 13b indicates the XRD graph when heat
treatment, and Figure 13c shows the result of iron
impregnation and warmth treatment. They reportable that
the nontronite section concentration became reduced when
heat treatment, whereas iron impregnation broughtitdown
additional. They attributed this behaviortothetranscription
of nontronite crystals when heat treatment and also the
formation of iron ore on its surface. XRD allowed them to
spot the minerals gift within the clay sample and sceptered
them to spot the changes with physical treatmentprocesses.
The variations in crystal structure occurring thanks to heat
treatment and iron impregnation were caught by XRD and
incontestable however the crystallinity of parts varies with
these processes.
3. Scherrer Equation
The Scherrer equation pertains to the optical phenomenon
top submitted in Equation (1) [3], anyplace L is that the
nanocrystal size; K is that the shape issue, generallytakenas
zero.89 for ceramic materials; is that the wavelength of
radiation in nm (CuK = zero.15405 nm); isthatthediffracted
attitude of the height; is that the whole breadth at 0.five
maximum of the height trendy radians. additionally,
broadening inside the peaks is stated to bodily lengthening
and instrumental enlargement.
For decreasing this error of instrument, Equation (2) can be
used:
In this formula, m is that the measured broadening, I is that
the instrumental broadening, and d become brought due to
the fact the corrected broadening responsible for crystal
length. moreover, all concluded this case, crystal-like detail
become castoff due to the circumstance the reference fabric
for interest of helpful error. The involved broadening and
bodily broadening of the arrangement measured thru the
entire breadth 0.five most (FWHM) and with making use of
the correction of bodily enlargement, it is going to be
plausible to observe up calculation at the crystal length with
the Scherrer equation, like noted in [16,17]. There are many
courses that used scheming of the Scherrerequationonly for
the sharpest height and they were not thinking about
intentions for all or hand-picked peaks.
4. MICROSTRAIN
Stress–stress mensuration to arise yield vigor can be a
general observe for manufacturing materials. Recent
enhancements in optical miracle strategies with excessive-
depth cyclotron X-ray and time-of-flight particulate
contamination allowbuckle researchfor bulk illustrationson
the atomic stage (Weidner et al., 1994; Zhao et al., 1994,
2007; Zhang et al., 2002; Brown et al., 2003; subgenus Chen
et al., 2005; Qian et al., 2005; Zhao & Zhang, 2007; Wang et
al., 2007). By building use of a stress questiontoa crystalline
pattern and announcement the shift of the photosensitive
portent height situations in a totally compressive crisscross,
one will descend the stress evidence (macrostrain) and
consequently the statutory equalities of the pattern
provisions. The area mesh re-joins elastically to the carried
out tension subject earlier than the plastic yield, and
important strain heterogeneousness occurs within the
crystalline pattern. The local strain varies from grain to
grain, because of absolutely exclusive crystalline
orientations relative to the loading direction, and conjointly
way to strain awareness at grain contacts in the course of
powder compaction. Correspondingly, the local stress
(microstrain) on the touch factors among crystal grains will
span a incredibly huge choice and, as a result, the optical
phenomenon peaks expand considerably.elaboratedheight-
width evaluation will screen micro/nearby yields on the
excessive strain awareness part of the grain contacts.
3. CONCLUSIONS
The gift paper furnished a synopsis of mineral systems, the
XRD principle, and its engineering programs. It mentioned
the destiny studies instructions for enhancing the XRD
analysis, specifically using system getting to know for
enhancing the XRD accuracyandeffectiveness.Following are
the summarized factors of this evaluate: These days,
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 193
numerous crystal cataloguing operations inclusive of
crystallite length amount, residual pressure and stress size
with inside the mineral, clearupofmineral construction,and
others are performed with state-of-the-art system and
automatic procedures.
REFERENCES
[1] NK Dhapekar,DMChopkar,"Structural healthmonitoring
of ordinary portland cement concrete structuresusingX-ray
diffraction", International Journal of Applied Engineering
Research 11 (9), 6128-6131, 2016.
[2] N.K. Dhapekar, A.S. Majumdar, PK Gupta, "Study of phase
composition of Ordinary Portland Cement concrete using X-
Ray diffraction, International Journal of Scientific and
Engineering Research 6 (11), 2015.
[3] Avindana John, Suhil Kumar Mittal, NK Dhapekar,
"Applicability of constructionanddemolitionwasteconcrete
in construction sector—review", Int J Civil Eng Res 8 (2),
131-138, 2017.
[4] N.K. Dhapekar, "Structural health monitoringofconcrete
structures evaluating elastic constants and stress strain
parameters by X-ray diffraction technique", International
journal of civil engineering and technology(IJCIET), Volume
5, 2014.
[5] N.K. Dhapekar, "Role of Artificial intellegence in
predicting the CS & ITZ of RAC with silica fume",
International Journal of Innovative research in Science,
Engineering & Technology ( IJIRSET), Volume 10, 2021.
[6] N.K. Dhapekar, "Predictionofcompressivestrength&ITZ
of RAC incorporated with silica fume", International Journal
of all research education & scientific methods (IJARESM),
Volume 10, 2021.
[7] N.K. Dhapekar, "Prediction of compressive strength of
recycled aggregate concrete using neural network",
International Journal of Innovative research in Science,
Engineering & Technology ( IJIRSET), Volume 10, 2021.
[8] N.K.Dhapekar & Soumya Kal,"Microstructural Analysisof
Recycled Aggregate Concrete", International Research
Journal of Engineering & Technology, Volume 7, 2020.
[9] Dr.P.S.Charpe, N.K.Dhapekar, "Testing of strength of
recycled aggregate concrete using Microsilica and it's
applicability", Journal of advances and scholarly researches
in allied education, Volume 16, 2019.
[10] N.K. Dhapekar, SP Mishra, "Effective utilization of
construction and demolition waste recycled concrete-
Review", Research Journal of Engineering, Volume 6, 2017.
[11] N.K. Dhapekar, "Structural health monitoring of
historical monuments by rapid visual screening: Case study
of Bhand Deval temple, Arang, Chhattisgarh, India",
International Journal of Civil, Structural, Environmental and
infrastructure engineering research and
development(IJCSEIERD), Volume 3, 2013.
[12] N.K. Dhapekar, "Effect of microsilica on strength of RAC
using Tensor flow", International Journal of all research
education & scientific methods (IJARESM),Volume10,2021.
[13] N.K. Dhapekar, "ImplementationofPythoninpredicting
the physical and micro structural properties of concrete",
International Journal of all research education & scientific
methods (IJARESM), Volume 10, 2021.
[14] N.K. Dhapekar, "Modelling of Recycled Aggregate
concrete using programming languages", International
Journal of Innovative research in Science, Engineering &
Technology ( IJIRSET), Volume 10, 2021.
[15] ARSHAD QURESHI N.K.DHAPEKAR, "Applicability of
Python in Civil Engineering: Review",International Research
Journal of Engineering and Technology (IRJET), Volume 8,
2021.

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Study of Crystallite Size and Microstrain Using X-Ray Diffractometer (XRD)

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 191 Study of Crystallite Size and Microstrain Using X-Ray Diffractometer (XRD) Chandresh Malewar1, Dr. N.K. Dhapekar 2 1 UGC, Department of Civil Engineering, Kalinga University, Naya Raipur, Chhattisgarh, India 2I/c Head, Department of Civil Engineering, Kalinga University, Naya Raipur, Chhattisgarh, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - With latest expansion in the field of substantial science technology novel resources are beingdeveloped,the prevailing methods of analysis and trying cannot keep up. Hence the obligation of upgrading the current analytical methods or emerging new ones to solve the intricate problems vacant by the development of new ingredients. XRD (X-Ray Diffraction) is performance involving X-rays to be passed through a given material, be it powdered, and observe the rays ephemeral through it to understand/gover the assembly of the factual. XRD works be computing the angles and intensity of the passing through rays and engendering a 3D model with proper bulks of the given material sample. The need for XRD is due to the fact that crystals formed in earth’s crust are widely affected by peripheral factorssucha temperature, pressure and the rate at which theycool down. These factors affecttheprearrangementofatomsinminerals and owing it to these preparations, the physical belongings of minerals widely differ. With the help of XRD, the translucent structure, size orientation, density etc. and residual stress & strain are calculated. The XRD skill in turn gives out results/data in the form of diffractogram, the diffractogram thusgainedisintheformof a line or peak with different intensities and spots that are specific to the material being used for examination. Each pulverized crystalline phase has a diffractogram which is distinguishing which is unique to each material. Key Words: X-Ray Diffraction, Powdered, ephemeral, Intensity, Crystalline phase. 1. INTRODUCTION With recent developments within the field of fabric science technologies and creation of latest ingredients, it becomes essential to reinforce this substantial testing and analysis state of affairs to resolve the complex issues. One of such ways is XRD (X-ray diffraction). diffraction may be a performance or a tool wont to calculate the atomic & molecular assembly of a mineral by means that of a diffracting beam through it altogether directions.Atpresent, the aim of the XRD device is to work out and analyze the section of a fabric, whether or not within the kind of powder or perhaps solid from inorganic samples, within the kind of transparent & amorphous. In the qualitative analysis, the data conferred is together with of 2 letter angels, ultimate intensity, and therefore the quantity of lattice constant. For analysis, the information includes section analysis, which may be within the kind of identification of thesortofsection, section composition(percentage),crystal size,orientation,et al (Monshi et al., 2012). In the analysis victimization XRD instruments, the essential principle of XRD is to part light- weight through the crystal slit. optical phenomenon of sunshine by lattices or crystals will occur if the optical phenomenon comes from a radius that includes a wavelength cherish the gap between atoms, that is concerning one angstrom unit. The radiation is employed within the kind of X-ray radiation, electrons, and neutrons. X-ray may be a gauge boson with high energy that includesa wavelength starting from zero.5 up to 2.5 Armstrong. once Associate in Nursing X-ray beam interacts with a fabric, a number of the beams are going to be absorbed, transmitted, and a few of it's scattered diffracted. This scattered optical miracle is what XRD detects. The scattered X-ray beam is canceled one another out as a result of the sections square measure completely different and a few square measure reciprocally reinforcing as a result of the phase is that the same. X-ray beams that reinforce one another square measure referred to as optical phenomenon beams. once X- rays square measure discharged at the Bravais lattice of the fabric to be tested, the rays square measure diffracted and kind bound patterns referred to as fingerprints(Hakimetal., 2019; Bunaciu et al., 2015). The application of this XRD instrument is extremely wide used. This XRD instrument is most frequently used for the identification of unknown crystalline resources (e.g., minerals, inorganic compounds). one amongst them is that the characterization of unknown supplies victimization XRD tools is extremely helpful for studies in earth science, ecology, materials science, engineering, and biology. different applications of XRD instruments square measure the characterization of crystalline materials, identification of fine-grained reserves, determination of unit dimensions, and measure of sample purity (Bunaciu et al., 2015; Alexander & Klug, 1948,Zhouet al., 2018). 2. CRYSTILLINE STRUCUTRE As mentioned, it's necessary to own info regarding the crucial crystal assembly of a inert for its cost-effective consumption in real-world submissions. obligatory bounds
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 192 that are needed for distinguishing a crystalline erection are the amount of atoms per unit, harmonization variety and packing issue of those atoms, and lattice parameters and lattice points of atoms in a very unit of crystalline structure [24]. XRD aids to find this set of knowledge that is then used for the identification of crystal structure. once the add of miller indices (i.e., h + k + l) of principal diffracting planes equals a good variety, the crystal structure of minerals is taken into account to own a BCC structure. On the opposite hand, once all miller indices (h, k, l) of diffracting planes ar all even or all odd numbers, the crystal structureisknown as Federal Communications Commission [48,49]. The crystals of minerals may be refined employing a technique planned by Rietveld in 1969 [50]. this system refines a theoretical line profile supported the least-squares approach,relative to the measured profile. It refines the least-squares line till it matches the measured one. Rojas-Mantilla et al., recently characterised the nontronite mineral gift in clay [51]. Nontronite contains iron in higher proportions. They thought-about the resultsofironimpregnation(45%Fe)and warmth treatment (at600C)onthemineral characterization exploitation XRD, as indicated in Figure thirteen. Before any treatment, the XRD diffractogram is shown in Figure 13a, whereas Figure 13b indicates the XRD graph when heat treatment, and Figure 13c shows the result of iron impregnation and warmth treatment. They reportable that the nontronite section concentration became reduced when heat treatment, whereas iron impregnation broughtitdown additional. They attributed this behaviortothetranscription of nontronite crystals when heat treatment and also the formation of iron ore on its surface. XRD allowed them to spot the minerals gift within the clay sample and sceptered them to spot the changes with physical treatmentprocesses. The variations in crystal structure occurring thanks to heat treatment and iron impregnation were caught by XRD and incontestable however the crystallinity of parts varies with these processes. 3. Scherrer Equation The Scherrer equation pertains to the optical phenomenon top submitted in Equation (1) [3], anyplace L is that the nanocrystal size; K is that the shape issue, generallytakenas zero.89 for ceramic materials; is that the wavelength of radiation in nm (CuK = zero.15405 nm); isthatthediffracted attitude of the height; is that the whole breadth at 0.five maximum of the height trendy radians. additionally, broadening inside the peaks is stated to bodily lengthening and instrumental enlargement. For decreasing this error of instrument, Equation (2) can be used: In this formula, m is that the measured broadening, I is that the instrumental broadening, and d become brought due to the fact the corrected broadening responsible for crystal length. moreover, all concluded this case, crystal-like detail become castoff due to the circumstance the reference fabric for interest of helpful error. The involved broadening and bodily broadening of the arrangement measured thru the entire breadth 0.five most (FWHM) and with making use of the correction of bodily enlargement, it is going to be plausible to observe up calculation at the crystal length with the Scherrer equation, like noted in [16,17]. There are many courses that used scheming of the Scherrerequationonly for the sharpest height and they were not thinking about intentions for all or hand-picked peaks. 4. MICROSTRAIN Stress–stress mensuration to arise yield vigor can be a general observe for manufacturing materials. Recent enhancements in optical miracle strategies with excessive- depth cyclotron X-ray and time-of-flight particulate contamination allowbuckle researchfor bulk illustrationson the atomic stage (Weidner et al., 1994; Zhao et al., 1994, 2007; Zhang et al., 2002; Brown et al., 2003; subgenus Chen et al., 2005; Qian et al., 2005; Zhao & Zhang, 2007; Wang et al., 2007). By building use of a stress questiontoa crystalline pattern and announcement the shift of the photosensitive portent height situations in a totally compressive crisscross, one will descend the stress evidence (macrostrain) and consequently the statutory equalities of the pattern provisions. The area mesh re-joins elastically to the carried out tension subject earlier than the plastic yield, and important strain heterogeneousness occurs within the crystalline pattern. The local strain varies from grain to grain, because of absolutely exclusive crystalline orientations relative to the loading direction, and conjointly way to strain awareness at grain contacts in the course of powder compaction. Correspondingly, the local stress (microstrain) on the touch factors among crystal grains will span a incredibly huge choice and, as a result, the optical phenomenon peaks expand considerably.elaboratedheight- width evaluation will screen micro/nearby yields on the excessive strain awareness part of the grain contacts. 3. CONCLUSIONS The gift paper furnished a synopsis of mineral systems, the XRD principle, and its engineering programs. It mentioned the destiny studies instructions for enhancing the XRD analysis, specifically using system getting to know for enhancing the XRD accuracyandeffectiveness.Following are the summarized factors of this evaluate: These days,
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 193 numerous crystal cataloguing operations inclusive of crystallite length amount, residual pressure and stress size with inside the mineral, clearupofmineral construction,and others are performed with state-of-the-art system and automatic procedures. REFERENCES [1] NK Dhapekar,DMChopkar,"Structural healthmonitoring of ordinary portland cement concrete structuresusingX-ray diffraction", International Journal of Applied Engineering Research 11 (9), 6128-6131, 2016. [2] N.K. Dhapekar, A.S. Majumdar, PK Gupta, "Study of phase composition of Ordinary Portland Cement concrete using X- Ray diffraction, International Journal of Scientific and Engineering Research 6 (11), 2015. [3] Avindana John, Suhil Kumar Mittal, NK Dhapekar, "Applicability of constructionanddemolitionwasteconcrete in construction sector—review", Int J Civil Eng Res 8 (2), 131-138, 2017. [4] N.K. Dhapekar, "Structural health monitoringofconcrete structures evaluating elastic constants and stress strain parameters by X-ray diffraction technique", International journal of civil engineering and technology(IJCIET), Volume 5, 2014. [5] N.K. Dhapekar, "Role of Artificial intellegence in predicting the CS & ITZ of RAC with silica fume", International Journal of Innovative research in Science, Engineering & Technology ( IJIRSET), Volume 10, 2021. [6] N.K. Dhapekar, "Predictionofcompressivestrength&ITZ of RAC incorporated with silica fume", International Journal of all research education & scientific methods (IJARESM), Volume 10, 2021. [7] N.K. Dhapekar, "Prediction of compressive strength of recycled aggregate concrete using neural network", International Journal of Innovative research in Science, Engineering & Technology ( IJIRSET), Volume 10, 2021. [8] N.K.Dhapekar & Soumya Kal,"Microstructural Analysisof Recycled Aggregate Concrete", International Research Journal of Engineering & Technology, Volume 7, 2020. [9] Dr.P.S.Charpe, N.K.Dhapekar, "Testing of strength of recycled aggregate concrete using Microsilica and it's applicability", Journal of advances and scholarly researches in allied education, Volume 16, 2019. [10] N.K. Dhapekar, SP Mishra, "Effective utilization of construction and demolition waste recycled concrete- Review", Research Journal of Engineering, Volume 6, 2017. [11] N.K. Dhapekar, "Structural health monitoring of historical monuments by rapid visual screening: Case study of Bhand Deval temple, Arang, Chhattisgarh, India", International Journal of Civil, Structural, Environmental and infrastructure engineering research and development(IJCSEIERD), Volume 3, 2013. [12] N.K. Dhapekar, "Effect of microsilica on strength of RAC using Tensor flow", International Journal of all research education & scientific methods (IJARESM),Volume10,2021. [13] N.K. Dhapekar, "ImplementationofPythoninpredicting the physical and micro structural properties of concrete", International Journal of all research education & scientific methods (IJARESM), Volume 10, 2021. [14] N.K. Dhapekar, "Modelling of Recycled Aggregate concrete using programming languages", International Journal of Innovative research in Science, Engineering & Technology ( IJIRSET), Volume 10, 2021. [15] ARSHAD QURESHI N.K.DHAPEKAR, "Applicability of Python in Civil Engineering: Review",International Research Journal of Engineering and Technology (IRJET), Volume 8, 2021.