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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072
Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1206
RISE OF DRONES IN INDIAN CONSTRUCTION INDUSTRY
Vanathi V1, Radhika V2
1First Author: Post-graduate Student, Faculty of Architecture, Dr. M.G.R Educational & Research Institute, Chennai,
Tamil Nadu
2Second Author: Head of the Department, Faculty of Architecture, Dr. M.G.R Educational & Research Institute,
Chennai, Tamil Nadu
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Construction Industry accounts to 13% of the
global GDP. Indian construction industry may grow at 10.7%
in Financial Year 2022 as per government financialreport[1].
This growth is expected owing to the governmentā€™s increased
focus on infrastructure projectsandsmartrecoveryof demand
expected for residential as well as commercial segments. And
yet, for the last two decades, productivity growth in
construction has been very slow. According to 2016 McKinsey
study, large construction projects typically take 20% longer
than expected to complete and are up to 80% over budget [2].
Every other industry is moving towards new technologies like
robotics and automation which benefits the growth of that
sector. So, the need of the hour is a new monitoringtechnology
which can make construction faster, save money and
resources. Unmanned Aerial Vehicle (UAV) or Drone
technology is the most effective among those technologies
which helps in efficient project managementbyaddressing the
challenges in a construction projectlikesurveying, monitoring
activities, safety of labors, quality and cost controlandgetting
timely on-site progress reports. Due to its remarkable
improvement in software and hardware components, Drone
technology acts as a visual inspection tool which provides
high-resolution images and videosofthesite. TheIndian drone
market has seen an increase of 18% CAGR (Compounded
Annual Growth Rate) from 2017-2022, becauseof majorusage
in other disciplines like military and agriculture [3]. Still
majority of the Indian construction industry is lagging behind
in the usage of Drones. The main goal of this study is to
understand the awareness level, advantages & barriers of
using Drones in Indian construction industry and its cost, time
& resource savings through case studies and questionnaire
survey among various stakeholders of Indian construction
industry. The outcome of the research illustrates Drones are a
valuable replacement for conventional project management
monitoring tools and a biggest boon to project managers to
successfully handle large scale construction projects with
considerable saving.
Key Words: Drones, UAV (Unmanned Aerial Vehicle),
construction monitoring, construction projectmanagement,
surveying, Indian construction industry
1.INTRODUCTION
An Unmanned Aerial Vehicle (UAVs) or Drone is a small
aircraft without a human pilot aboard. Drones consists of a
control system, rotor, motor, cameras, landing gear,
altimeter and communication system. Initially Drones were
used only for military purposes. But in recent times, due to
its remarkable improvement in software and hardware
components like increased battery life for longer flights,
carrying heavier payloads to hold more sensors and
improved signal ranges, this new technology is finding a
predominantplaceinconstructionindustrymakingthe work
faster in low cost.
In 2018, the global construction sector saw a 239% increase
in the adoption of Drone technology according to ā€˜Flying
Highā€™ PwC report [4]. The report states that drones help a
construction project by providing increased efficiency and
accuracy of a project, and eliminates the miscommunication
in a project at a given point of time.
In a construction project, Drones acts as an important
project management tool. Drone aids in visual inspection
process such as area mapping, surveying, monitoring
construction work progress, equipment & material tracking
on site, inspection of buildings, identifying construction
defects and 3D modelling by capturing high resolution
images and videos. Drone technology can be used
throughout the lifecycle of a project (pre-construction,
during construction & post construction) to record and
document valuable information and progress. Theemerging
new Drones inspection technologies like LIDAR (Light
Detection and Ranging), SLAM (Simultaneous Localization
and Mapping), Laser scanning, photogrammetry and
Thermography along with processing software provides
precise real-time scenarios [5]. Since drone maps are
geotagged, itā€™s even possible to take basic area
measurements and instantly estimate stockpile volumes for
real-time decision making. Drone data integration with BIM
(Building Information Modelling) assists in critical analysis
of a project by comparing as-built vs as-designed. Recent
studies show incorporation of RFID (Radio Frequency
Identification) technology along with Drones which aids in
identifying equipment and material in construction site [6].
Digital tools and processes are required in construction to
increase quality of work, reduce cost & time and reduce
safety risks and improve project scheduling. Flight
assembled architecture is the most futuristic technology
envisioned, for which a 6m high tower was constructed by
drones which carried 1500 polystyrene bricks in FRAC
center Orleans, France [7].
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072
Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1207
2. LITERATURE REVIEW
2.1 Drones or Unmanned Aerial Vehicle (UAV)
The term Drones refers to an aircraft that is not manned
physically by a pilot but works through human involvement
[8]. Drones are made of lightweight composite materials. It
helps in reducing the weight and increasing the
manoeuvrability making it easy to fly. Drones can capture
from high altitudes. The drones are controlled from the
ground. Drones can be controlled remotely, often from a
smartphone, tablet or a joy stick and GPS system. Wireless
connectivity helpsdronetocapturedifferentviews.Theseare
designed to absorb vibrations in air. A drone depends on
rotors for its vertical motion. Drones have built-in cameras
onboard that allows to capture images and videos where the
drone is flying without having a direct line of sight to the
device. Landing Gear allow Drones to set down like birds [9].
Different types of drones aremulti-rotor drones,single rotor
drones, fixed wing drones and hybriddrones[10,11].Drones
can be selected depending on the usage and its pay-load
capacity.
Fig 1 : Parts of Drone [9]
2.2 Potential Drone Application areas in
Construction Industry
2.2.1 Site surveying
For many years, the construction industry relied heavily on
professional land surveyors to perform topographical
surveys which are highly timeconsumingand expensiveasit
requires bulky tools, such as tripods, total stations and GSP
equipment [10]. In recent years, drone technology has
entered this space to perform topographical surveys[12].By
using drones 80% is the time saving and approximately
around 30% is the cost saving compared to traditional
survey methods [13] . The information extracted from a
drone survey is also near accurate with a satisfactory error
of between 1cm for ground control points and 4cm for other
parts of the survey [14]. High resolution visual cameras are
the most popular one used in the industry. LIDAR (Light
Detection and Ranging), SLAM (Simultaneous Localisation
and Mapping), Laser scanning, photogrammetry and
Thermography helps in surveying [5]. For a drone to survey
and collect photogrammetry information,photos,andvideos
of a 20 acres site, it would take approximately 2 to 4 hours
and to process the data it requires 1 hour for every one hour
of flying time [15].
2.2.2 Volumetric calculation (cut and fill)
Volumetrics is one of the most popular use cases for drones
on any construction site. Since the entire site can be
captured in a couple of hours or less, drone data servesasan
affordable source of timely and accurate information [16].
Drones helps in calculating stockpile measurements and
comparing it to a final grade design file to calculate how
much material needed either for cut or fill [17].
Fig 3a (left): Drone image of Site Surveying and mapping
& Fig 3b (right): Drones used for Volumetric calculation
(Source: DJI & Propellor ā€“ The drones in Construction
Guidebook) [16]
2.2.3 Construction Project Monitoring
The conventional methods of building inspections require
teams to walk across potentially dangerous rooftops and
scaffolding [16]. Construction project monitoring is the key
in a project to avoid cost and time over-runs and loss of
resources. Drones are becoming the key tool for monitoring
sites as it provides real-time data.Frequentdroneinspection
of construction sites helps in checking the safety of works
(whether they are wearing helmets & PPE suits etc.) [18],
monitoring the material storage area, preventing theft of
materials, inspecting the quality of construction work done,
identifying the defects and mitigating it in early stages [10].
Drones give multiple high-resolutionaerial imagesandhigh-
quality videos, which helpsprojectmanagersgettinga better
overview of project progress at daily, weekly or monthly
intervals aiding in the preparation of progress reports for
stakeholders [19].
2.2.4 Drone images + BIM Integration (as-built vs as-
designed)
Drones are capable of capturing highly-accurate
georeferenced data. These Drone data can be used to create
3D models with accurate positioninginformationthatcanbe
readily fitted into the BIM models to visualize designs to
check the as-built vs as-designed [16]. Thishelpsinchecking
the project time schedules and avoid time over-runs and
mitigate the risks before occurrence.Alotofresearcheshave
been conducted on Drone photogrammetry for 3D mapping
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072
Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1208
and modelling [20]. The 3D model reconstruction is
performed using a regular camera, and later combining the
photos from different angles. This process is known as
monocular photogrammetry [5].
2.2.5 Equipment and material tracking
In a bigger construction site, different equipment will be
involved and various materials in huge quantitieswill beput
up in site. Monitoring the equipment and materials is a
bigger task. This is usually a problem with a large number of
different tables and documents, which are oftendifficultand
time-consuming to keep[19].DronesalongwithRFID(Radio
Frequency Identification) technology helps in easy tracking
of materials and equipment on site [6].
Fig 3c (left): Construction monitoring using drones, Fig
3d (middle) Drone images +BIM Integration to check as-
built vs as-designed & Fig 3e (right) Asset monitoring and
tracking
(Source: DJI & Propellor ā€“ The drones in Construction
Guidebook) [16]
2.2.6 Damage Assessment
Assessment of damaged construction site after a flood or an
earthquake is important to plan the first response, rescue
and recovery [21]. Drones can help in giving High-Definition
images and videos of the damaged site immediatelyafter the
disaster which otherwise would take more time if in-person
assessment has to be made delaying the rescue plans [22].
2.3 Barriers in Drone Technology
There are few barriers involved in Drone technology like
security and privacy issues, legal considerations, drone
crashes due to bad weather or technical glitch, lack of
technical knowledge to operate drones, large capital
investment and air traffic [5, 23-25].
2.4 Case Examples of Drone technologysavingcost,
time and resources
2.4.1 Example 1
Civil contractor Grade Tech has regularly flownDronesonce
a week for every active project over the last year. The
company estimates that in one year alone, it has saved
$250,000 in operational costs and made $1.5 million in
additional revenue. Savings in trucking costs, accurate
volumetric calculations, or saving in crew days because a
drone survey in construction site has helped in enhanced
productivity and better scheduling [16].
2.4.2 Example 2
California-headquartered Sukut Constructiondecidedtouse
Drones after traditional aerial surveying proved too costly
and too slow for their fast-moving project needs. They were
able to save $20,000 and also 3 weeks time using Drones.
The contour map was prepared within two days using the
drone technology [16].
2.4.3 Example 3
Established in 1937, Hensel Phelps is one of the largest
general contractors and construction managers in the US is
an early adopter of Drones in construction. For an exterior
inspection of a 15-storey building, they used tospenda lotof
money in hiring workers to set up scaffolding, and then the
inspection crew would dotheirjob;which wouldtakeweeks.
But, using Drones, it took them only 4 hours to complete the
flying, 8 hours to process the data, and another 4 hours to
analyse it. Achieving 8x times more efficiency [16].
2.4.4 Example 4
Andhra Pradesh Real Estate RegulatoryAuthority(APRERA)
and CIDC used drones Real time monitoring of 2,950
construction projects across Andhra Pradeshresultinginthe
employment of 8,850 drone operators in the state.
Extrapolating these numbers for Pan-India, translates into a
demand for 1,68,000 drone operators for monitoring alone
[4].
2.4.5 Example 5
American Surveying (AAS) surveyed 90 acres of land which
took only 3 days using drone technology which was6xtimes
faster than conventional method (generally would have
taken 18-22 days with traditional surveying methods) [4].
2.4.6 Example 6
The Indian government is already leveraging the power of
drone technology in various development programmes.
Under the SVAMITVA Scheme (Survey of Villages and
Mapping with Improvised Technology in Village Areas)
which was launched in April 2020 to help Indian rural
residents establish clear ownership of their properties. This
was done using Drone technology by mapping land parcels
which was done within a month. The scheme benefitted
more than 6.62 lakh villages, granting financial stability to
the rural population and enabling them to use their land to
complete transactions/avail loans [26].
2.5 Drones in Indian Construction Industry
Productivity in the Indian construction sector is 58%
higher than agricultural productivity but it lags behind
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072
Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1209
other sectors. Construction sector is one of the major
employments generating sector in India that has seen a
decline in its productivity over the past few years
because of not adopting new technology like other
disciplines. Since it is a labor-intensive industry, adopting
drone technology can increase its productivity by saving
cost, time and resources [22].
According to the recent ā€˜Flying Highā€™ 2018 report by the
ECI-PwC, the construction sector is expected to employ
around 2.5 lakh drone operators to be implemented for
various activities [4]. India has one of the fastest growing
Drone markets. India imports nearly 22.5% of the worldā€™s
drones. Indian Drone marked is expected to grow at
18% CAGR (Compound Annual Growth Rate) during
2017 to 2023 in terms of revenue and is estimated to
reach USD 885.7 million [3, 4, 27]. In India on 15th
September 2021, under ā€˜Made in Indiaā€™ scheme, Union
cabinet has announcedProductionLinkedIncentive(PLI)for
drone manufacturers to make India a drone hub by 2030.
The PLI scheme will provide up to 20% incentive to
manufacturers of drones and drone components in India as
90% of the drones are imported as of now. This scheme
reinforces that drone technology will play an inevitable role
in Indian construction industry in future [26, 28] [29] if
there is proper awareness and understanding of this Drone
applications.
3. MATERIALS & METHODS
3.1 Stage 1: Review of Secondary data
The study involves extensive and critical review of
secondary data which includes books, journals,reports,case
examples, government policiesandnewsarticlesfocusing on
drones and its various applications in the Indian
construction industry which is detailed in the above topic.
3.2 Stage 2: Data Collection & Analysis (Primary
data)
This study involves detailed questionnaire survey to
understand the awareness, application and barriers of
drones in Indian Construction Industry. The study
population included employees of L&T, STUP Consultants,
few government officials,fewIndependentArchitectural and
construction firms in Chennai, Mumbai & Bangalore & Free-
lancers. Respondents would be Architects, Civil Engineers,
Consultants (MEP/Energy/Financial),Contractors,Clients&
Project Managers. Access to the Sampling Frame is through
Google forms & Telephonic Interviews.
3.2.1 Data Collection
Two questionnaire sets were circulated. The first
questionnaire had questions pertaining to awareness and
understanding of Drone technology. As part of the first
survey, a sample size of 155 people was identified from the
study population with more than 3 years ofwork experience
in Indian construction industry. Out of which 146 valid
responses were taken for the final analysis. The second
questionnaire was circulated to the identified 56
respondents who had used drones in Indian Construction
industry from the 146 valid responses. Thissurveyhelped in
ranking the applications and barriers of Dronetechnology in
terms of cost, time and resource saving in construction
industry with research tool like Relative Importance Index
(RII). SPSS software was used to arrive at the final results.
Table 1: Respondents Demographics (146 responses)
Parame
ters
Description Num
ber
Percen
tage
Career
Position
Architects 66 45.7%
Project
Managers
13 8.7 %
Civil Engineers 28 19.6 %
Consultants
(MEP/Energy/
Others)
26 17.4 %
Contractor 10 6.5 %
Client 3 2.2 %
Experie
nce in
Constru
ction
Industry
3 to 10 years 114 78.3 %
> 10 years 32 21.7 %
Table 2: Responses to the questions (146 responses) ā€“
First questionnaire survey
Figure 4: Awareness on
the PLI scheme
(Production Linked
Incentive) for
manufacturers of drone,
launched by Central
Government on 15th
September 2021 in the aim
of making India, a Drone
hub by 2030.
Figure 5: Awareness of
drone technology in
construction in Indian
construction industry
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072
Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1210
(Yes- Aware & No
Unaware)
Figure 6: Awareness on
the capital investment of
drones, its annual
maintenance charges and
pay-back period
(Yes- Aware & No ā€“
Unaware)
Figure 7: Awareness on
the registration and
licensing process of drones
in India?
Figure 8: By using drone
technology in construction
projects, can we save
considerable amount of
cost, time & resources
(man and material)?
Figure 9: Will drone be the
futuristic technology that
would improve the quality
of construction projects by
bridging the gap between
all inefficiencies in a
project lifecycle?
3.2.2.1 Ranking theApplicationofdrones(56responses)
ā€“ Second questionnaire survey
The second questionnaire survey helped in ranking the
six major applications of Drones in construction industry
in terms of cost, time and resource savings like Site
surveying, Volumetric calculation, Construction
monitoring, Drone images + BIM Integration, Equipment
and material tracking on site and Damage assessment
after a disaster at the site.
RII (Relative Importance
Index) = ā‚¬W/A*N
A is the highest score (3 in
this case)
N is the Total number of
Respondents (56)
ā‚¬W is the Total score of the
56 Respondents
Scoring Criteria:
3 (Most Efficient
Application),
2 (Efficient Application),
1 (Not very Impactful).
Table 3: Ranking the most efficient application of
drones in-terms of cost, time and resource saving using
SPSS software
APPLICATI
ONS of
DRONES
Total
Score
(ā‚¬W)
(From 56
responde
nts)
RII
(Relativ
e
Importa
nce
Index)
Ranki
ng
Site
Surveying
164 0.97 1
Volumetric
Calculations
(cut & fill)
136 0.80 4
Constructio
n
Monitoring
160 0.95 2
Drone
Images +
BIM
Integration
(to check as-
designed vs
as-built)
144 0.85 3
Equipment
& Material
tracking
onsite
120 0.71 5
Damage
assessment
after a
disaster
112 0.66 6
3.2.2.1 Ranking theApplicationofdrones(56responses)
ā€“ Second questionnaire survey
The second questionnaire survey further helped in
ranking the six major barriers of Drones in construction
industry from highest risk to lowest risk. The six
identified main barriers are Privacy, Safety issues while
operation, Weather, Legal considerations, Lack of
technical knowledge, large Capital investment.
RII (Relative Importance
Index) = ā‚¬W/A*N
A is the highest score (4 in this
case)
N is the Total number of
Respondents (56)
ā‚¬W is the Total score of the 56
Respondents
Scoring Criteria:
4 (High Risk),
3 (Medium Risk),
2 (Low Risk),
1 (No Risk)
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072
Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1211
Table 4: Ranking the Barriers of drones in-terms of cost,
time and resource saving (Highest risk to Lowest risk)
using SPSS software
BARRIERS
of
DRONES
Total
Score
(ā‚¬W)
(From 56
responde
nts)
RII
(Relativ
e
Importa
nce
Index)
Ranki
ng
Privacy 180 0.80 2
Safety
Issues
while
operation
172 0.76 3
Weather 148 0.66 4
Legal
Considerati
ons
196 0.87 1
Lack of
Technical
knowledge
120 0.53 5
Large
Capital
Investment
92 0.41 6
4. RESULTS AND FINDINGS
The results of the first questionnaire survey helped in
understanding the awareness level of Drone technology in
Indian construction industry. 58.7% respondents (Figure4)
were aware of the PLI scheme launched by the Government
of India on 15th September 2021. Around 49.3% (Figure 5)
respondents were completely aware of Drone technology,
39.1% were partially aware and 19.6% were not aware.
Around 75% (Figure 6) respondents were unaware of the
capital investment,itsmaintenancecostandpay-back period
of drones. Only 29.3% (Figure 7) were aware of the
registration and licensing process of drones in India. 53.7%
(Figure 8) respondents agreed drone will savecost,time and
resources in a construction project and 61% (Figure 9)
respondents opted that drone will be the futuristic
technology in bridging the in-efficiencies in a construction
project.
The results of second questionnaire survey helped in
ranking the major applications and barriers of drones in
construction industry. Surveying and Construction
monitoring being the two top rated applications in terms of
cost, time and resource savingsandLegal considerationsand
Privacy being the two top rated barriers of drones.
5. CONCLUSIONS
Efficient project delivery has been a key challenge in
construction industry. With rising project management
issues like cost over-runs, time over-runs and shortage of
skilled labor, it is important for innovative monitoring
solutions like drone technology (UAV) implemented as a
project management tool to solve all in-efficiencies in a
construction project. The main aim of this comprehensive
study is to show how drone technology can save cost, time
and resources in a construction project with case examples
and through questionnaire surveys have attempted to study
the awareness, application and barriers of dronetechnology
in Indian Construction industry.
Among the samples studied, it has been observed that there
is a good level of awareness of drones in IndianConstruction
industry but less interest shown to use the same technology.
The lack of awareness in initial capital investment,
registration process and legal considerations are the main
reason for low level of usage in Indianconstructionindustry.
Drone technology can be used throughout the construction
project lifecycle. Drone data have perfect accuracy and can
be recorded for future use. Drone inspection of site during
construction helps in identifying the risks earlier and
mitigating it with proper plan. Because of regular
monitoring, re-work cost and time is considerably reduced
or avoided. Project report can be made easily withevery day
project progress high quality photos from drone trips and
check as-designed vs as-built with the BIM model.Byproper
equipment tracking and monitoring of equipment and
materials on site, theft and site congestion can beprevented.
Drones engaged safety monitoring helps preventing fatal
accidents in site. Hence drone is an inevitable need in large-
scale construction projects.
Central Government projects have already started using
Drone technology (eg. Statue of Unity, Light House Projects
etc.) [30, 31]. Private construction companies and firms
should involve this drone technology which would cost
approximately 8-12 lakhs Indian Rupees including
hardware, software and licensing fee with an annual
maintenance of 2-3 lakhs Indian Rupees [15] but has a good
pay-back period resulting in more of tangible and intangible
benefits. NHAI (National Highway Authority of India) in July
2021 had made Drone monitoring mandatory for all future
highway projects for monitoring different stages of
development, construction, operationandmaintenance. The
collected drone videos of each highway project will besaved
on NHAIā€™s portal ā€œData Lakeā€ to assess the progressmade on
the projects [32]. Awareness on the PLI scheme should be
created among the Indian Construction Industry
stakeholders so they understand the Return on Investment
(ROI) of drones which is more beneficial at the end of a
project. Still more training and awareness needed on the
licensing of drones, technical knowledge to operate and its
safety norms among the stakeholders to appreciate its
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072
Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1212
advantages. It can be concluded that Drones are going to be
the much-needed technology which will bridge all the
inefficiencies in a construction project and actasaneffective
project management tool.
5. RECOMMENDATIONS
Few seminars and workshops can be conducted by
government and private sectors on Drone applications &
Indiaā€™s drone-related policies which includes the PLI
schemes, licensing process of drones, DGCA (Directorate
General of Civil Aviation)approvals,legal considerations and
obtaining drone operators permit [4, 23, 33]. This will help
in increasing the usage of drones in Indian construction
industry as still the stakeholders are concerned about the
safety and legal issues of using droneswhichisinferredfrom
the samples studied.
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RISE OF DRONES IN INDIAN CONSTRUCTION INDUSTRY

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072 Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1206 RISE OF DRONES IN INDIAN CONSTRUCTION INDUSTRY Vanathi V1, Radhika V2 1First Author: Post-graduate Student, Faculty of Architecture, Dr. M.G.R Educational & Research Institute, Chennai, Tamil Nadu 2Second Author: Head of the Department, Faculty of Architecture, Dr. M.G.R Educational & Research Institute, Chennai, Tamil Nadu ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Construction Industry accounts to 13% of the global GDP. Indian construction industry may grow at 10.7% in Financial Year 2022 as per government financialreport[1]. This growth is expected owing to the governmentā€™s increased focus on infrastructure projectsandsmartrecoveryof demand expected for residential as well as commercial segments. And yet, for the last two decades, productivity growth in construction has been very slow. According to 2016 McKinsey study, large construction projects typically take 20% longer than expected to complete and are up to 80% over budget [2]. Every other industry is moving towards new technologies like robotics and automation which benefits the growth of that sector. So, the need of the hour is a new monitoringtechnology which can make construction faster, save money and resources. Unmanned Aerial Vehicle (UAV) or Drone technology is the most effective among those technologies which helps in efficient project managementbyaddressing the challenges in a construction projectlikesurveying, monitoring activities, safety of labors, quality and cost controlandgetting timely on-site progress reports. Due to its remarkable improvement in software and hardware components, Drone technology acts as a visual inspection tool which provides high-resolution images and videosofthesite. TheIndian drone market has seen an increase of 18% CAGR (Compounded Annual Growth Rate) from 2017-2022, becauseof majorusage in other disciplines like military and agriculture [3]. Still majority of the Indian construction industry is lagging behind in the usage of Drones. The main goal of this study is to understand the awareness level, advantages & barriers of using Drones in Indian construction industry and its cost, time & resource savings through case studies and questionnaire survey among various stakeholders of Indian construction industry. The outcome of the research illustrates Drones are a valuable replacement for conventional project management monitoring tools and a biggest boon to project managers to successfully handle large scale construction projects with considerable saving. Key Words: Drones, UAV (Unmanned Aerial Vehicle), construction monitoring, construction projectmanagement, surveying, Indian construction industry 1.INTRODUCTION An Unmanned Aerial Vehicle (UAVs) or Drone is a small aircraft without a human pilot aboard. Drones consists of a control system, rotor, motor, cameras, landing gear, altimeter and communication system. Initially Drones were used only for military purposes. But in recent times, due to its remarkable improvement in software and hardware components like increased battery life for longer flights, carrying heavier payloads to hold more sensors and improved signal ranges, this new technology is finding a predominantplaceinconstructionindustrymakingthe work faster in low cost. In 2018, the global construction sector saw a 239% increase in the adoption of Drone technology according to ā€˜Flying Highā€™ PwC report [4]. The report states that drones help a construction project by providing increased efficiency and accuracy of a project, and eliminates the miscommunication in a project at a given point of time. In a construction project, Drones acts as an important project management tool. Drone aids in visual inspection process such as area mapping, surveying, monitoring construction work progress, equipment & material tracking on site, inspection of buildings, identifying construction defects and 3D modelling by capturing high resolution images and videos. Drone technology can be used throughout the lifecycle of a project (pre-construction, during construction & post construction) to record and document valuable information and progress. Theemerging new Drones inspection technologies like LIDAR (Light Detection and Ranging), SLAM (Simultaneous Localization and Mapping), Laser scanning, photogrammetry and Thermography along with processing software provides precise real-time scenarios [5]. Since drone maps are geotagged, itā€™s even possible to take basic area measurements and instantly estimate stockpile volumes for real-time decision making. Drone data integration with BIM (Building Information Modelling) assists in critical analysis of a project by comparing as-built vs as-designed. Recent studies show incorporation of RFID (Radio Frequency Identification) technology along with Drones which aids in identifying equipment and material in construction site [6]. Digital tools and processes are required in construction to increase quality of work, reduce cost & time and reduce safety risks and improve project scheduling. Flight assembled architecture is the most futuristic technology envisioned, for which a 6m high tower was constructed by drones which carried 1500 polystyrene bricks in FRAC center Orleans, France [7].
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072 Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1207 2. LITERATURE REVIEW 2.1 Drones or Unmanned Aerial Vehicle (UAV) The term Drones refers to an aircraft that is not manned physically by a pilot but works through human involvement [8]. Drones are made of lightweight composite materials. It helps in reducing the weight and increasing the manoeuvrability making it easy to fly. Drones can capture from high altitudes. The drones are controlled from the ground. Drones can be controlled remotely, often from a smartphone, tablet or a joy stick and GPS system. Wireless connectivity helpsdronetocapturedifferentviews.Theseare designed to absorb vibrations in air. A drone depends on rotors for its vertical motion. Drones have built-in cameras onboard that allows to capture images and videos where the drone is flying without having a direct line of sight to the device. Landing Gear allow Drones to set down like birds [9]. Different types of drones aremulti-rotor drones,single rotor drones, fixed wing drones and hybriddrones[10,11].Drones can be selected depending on the usage and its pay-load capacity. Fig 1 : Parts of Drone [9] 2.2 Potential Drone Application areas in Construction Industry 2.2.1 Site surveying For many years, the construction industry relied heavily on professional land surveyors to perform topographical surveys which are highly timeconsumingand expensiveasit requires bulky tools, such as tripods, total stations and GSP equipment [10]. In recent years, drone technology has entered this space to perform topographical surveys[12].By using drones 80% is the time saving and approximately around 30% is the cost saving compared to traditional survey methods [13] . The information extracted from a drone survey is also near accurate with a satisfactory error of between 1cm for ground control points and 4cm for other parts of the survey [14]. High resolution visual cameras are the most popular one used in the industry. LIDAR (Light Detection and Ranging), SLAM (Simultaneous Localisation and Mapping), Laser scanning, photogrammetry and Thermography helps in surveying [5]. For a drone to survey and collect photogrammetry information,photos,andvideos of a 20 acres site, it would take approximately 2 to 4 hours and to process the data it requires 1 hour for every one hour of flying time [15]. 2.2.2 Volumetric calculation (cut and fill) Volumetrics is one of the most popular use cases for drones on any construction site. Since the entire site can be captured in a couple of hours or less, drone data servesasan affordable source of timely and accurate information [16]. Drones helps in calculating stockpile measurements and comparing it to a final grade design file to calculate how much material needed either for cut or fill [17]. Fig 3a (left): Drone image of Site Surveying and mapping & Fig 3b (right): Drones used for Volumetric calculation (Source: DJI & Propellor ā€“ The drones in Construction Guidebook) [16] 2.2.3 Construction Project Monitoring The conventional methods of building inspections require teams to walk across potentially dangerous rooftops and scaffolding [16]. Construction project monitoring is the key in a project to avoid cost and time over-runs and loss of resources. Drones are becoming the key tool for monitoring sites as it provides real-time data.Frequentdroneinspection of construction sites helps in checking the safety of works (whether they are wearing helmets & PPE suits etc.) [18], monitoring the material storage area, preventing theft of materials, inspecting the quality of construction work done, identifying the defects and mitigating it in early stages [10]. Drones give multiple high-resolutionaerial imagesandhigh- quality videos, which helpsprojectmanagersgettinga better overview of project progress at daily, weekly or monthly intervals aiding in the preparation of progress reports for stakeholders [19]. 2.2.4 Drone images + BIM Integration (as-built vs as- designed) Drones are capable of capturing highly-accurate georeferenced data. These Drone data can be used to create 3D models with accurate positioninginformationthatcanbe readily fitted into the BIM models to visualize designs to check the as-built vs as-designed [16]. Thishelpsinchecking the project time schedules and avoid time over-runs and mitigate the risks before occurrence.Alotofresearcheshave been conducted on Drone photogrammetry for 3D mapping
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072 Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1208 and modelling [20]. The 3D model reconstruction is performed using a regular camera, and later combining the photos from different angles. This process is known as monocular photogrammetry [5]. 2.2.5 Equipment and material tracking In a bigger construction site, different equipment will be involved and various materials in huge quantitieswill beput up in site. Monitoring the equipment and materials is a bigger task. This is usually a problem with a large number of different tables and documents, which are oftendifficultand time-consuming to keep[19].DronesalongwithRFID(Radio Frequency Identification) technology helps in easy tracking of materials and equipment on site [6]. Fig 3c (left): Construction monitoring using drones, Fig 3d (middle) Drone images +BIM Integration to check as- built vs as-designed & Fig 3e (right) Asset monitoring and tracking (Source: DJI & Propellor ā€“ The drones in Construction Guidebook) [16] 2.2.6 Damage Assessment Assessment of damaged construction site after a flood or an earthquake is important to plan the first response, rescue and recovery [21]. Drones can help in giving High-Definition images and videos of the damaged site immediatelyafter the disaster which otherwise would take more time if in-person assessment has to be made delaying the rescue plans [22]. 2.3 Barriers in Drone Technology There are few barriers involved in Drone technology like security and privacy issues, legal considerations, drone crashes due to bad weather or technical glitch, lack of technical knowledge to operate drones, large capital investment and air traffic [5, 23-25]. 2.4 Case Examples of Drone technologysavingcost, time and resources 2.4.1 Example 1 Civil contractor Grade Tech has regularly flownDronesonce a week for every active project over the last year. The company estimates that in one year alone, it has saved $250,000 in operational costs and made $1.5 million in additional revenue. Savings in trucking costs, accurate volumetric calculations, or saving in crew days because a drone survey in construction site has helped in enhanced productivity and better scheduling [16]. 2.4.2 Example 2 California-headquartered Sukut Constructiondecidedtouse Drones after traditional aerial surveying proved too costly and too slow for their fast-moving project needs. They were able to save $20,000 and also 3 weeks time using Drones. The contour map was prepared within two days using the drone technology [16]. 2.4.3 Example 3 Established in 1937, Hensel Phelps is one of the largest general contractors and construction managers in the US is an early adopter of Drones in construction. For an exterior inspection of a 15-storey building, they used tospenda lotof money in hiring workers to set up scaffolding, and then the inspection crew would dotheirjob;which wouldtakeweeks. But, using Drones, it took them only 4 hours to complete the flying, 8 hours to process the data, and another 4 hours to analyse it. Achieving 8x times more efficiency [16]. 2.4.4 Example 4 Andhra Pradesh Real Estate RegulatoryAuthority(APRERA) and CIDC used drones Real time monitoring of 2,950 construction projects across Andhra Pradeshresultinginthe employment of 8,850 drone operators in the state. Extrapolating these numbers for Pan-India, translates into a demand for 1,68,000 drone operators for monitoring alone [4]. 2.4.5 Example 5 American Surveying (AAS) surveyed 90 acres of land which took only 3 days using drone technology which was6xtimes faster than conventional method (generally would have taken 18-22 days with traditional surveying methods) [4]. 2.4.6 Example 6 The Indian government is already leveraging the power of drone technology in various development programmes. Under the SVAMITVA Scheme (Survey of Villages and Mapping with Improvised Technology in Village Areas) which was launched in April 2020 to help Indian rural residents establish clear ownership of their properties. This was done using Drone technology by mapping land parcels which was done within a month. The scheme benefitted more than 6.62 lakh villages, granting financial stability to the rural population and enabling them to use their land to complete transactions/avail loans [26]. 2.5 Drones in Indian Construction Industry Productivity in the Indian construction sector is 58% higher than agricultural productivity but it lags behind
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072 Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1209 other sectors. Construction sector is one of the major employments generating sector in India that has seen a decline in its productivity over the past few years because of not adopting new technology like other disciplines. Since it is a labor-intensive industry, adopting drone technology can increase its productivity by saving cost, time and resources [22]. According to the recent ā€˜Flying Highā€™ 2018 report by the ECI-PwC, the construction sector is expected to employ around 2.5 lakh drone operators to be implemented for various activities [4]. India has one of the fastest growing Drone markets. India imports nearly 22.5% of the worldā€™s drones. Indian Drone marked is expected to grow at 18% CAGR (Compound Annual Growth Rate) during 2017 to 2023 in terms of revenue and is estimated to reach USD 885.7 million [3, 4, 27]. In India on 15th September 2021, under ā€˜Made in Indiaā€™ scheme, Union cabinet has announcedProductionLinkedIncentive(PLI)for drone manufacturers to make India a drone hub by 2030. The PLI scheme will provide up to 20% incentive to manufacturers of drones and drone components in India as 90% of the drones are imported as of now. This scheme reinforces that drone technology will play an inevitable role in Indian construction industry in future [26, 28] [29] if there is proper awareness and understanding of this Drone applications. 3. MATERIALS & METHODS 3.1 Stage 1: Review of Secondary data The study involves extensive and critical review of secondary data which includes books, journals,reports,case examples, government policiesandnewsarticlesfocusing on drones and its various applications in the Indian construction industry which is detailed in the above topic. 3.2 Stage 2: Data Collection & Analysis (Primary data) This study involves detailed questionnaire survey to understand the awareness, application and barriers of drones in Indian Construction Industry. The study population included employees of L&T, STUP Consultants, few government officials,fewIndependentArchitectural and construction firms in Chennai, Mumbai & Bangalore & Free- lancers. Respondents would be Architects, Civil Engineers, Consultants (MEP/Energy/Financial),Contractors,Clients& Project Managers. Access to the Sampling Frame is through Google forms & Telephonic Interviews. 3.2.1 Data Collection Two questionnaire sets were circulated. The first questionnaire had questions pertaining to awareness and understanding of Drone technology. As part of the first survey, a sample size of 155 people was identified from the study population with more than 3 years ofwork experience in Indian construction industry. Out of which 146 valid responses were taken for the final analysis. The second questionnaire was circulated to the identified 56 respondents who had used drones in Indian Construction industry from the 146 valid responses. Thissurveyhelped in ranking the applications and barriers of Dronetechnology in terms of cost, time and resource saving in construction industry with research tool like Relative Importance Index (RII). SPSS software was used to arrive at the final results. Table 1: Respondents Demographics (146 responses) Parame ters Description Num ber Percen tage Career Position Architects 66 45.7% Project Managers 13 8.7 % Civil Engineers 28 19.6 % Consultants (MEP/Energy/ Others) 26 17.4 % Contractor 10 6.5 % Client 3 2.2 % Experie nce in Constru ction Industry 3 to 10 years 114 78.3 % > 10 years 32 21.7 % Table 2: Responses to the questions (146 responses) ā€“ First questionnaire survey Figure 4: Awareness on the PLI scheme (Production Linked Incentive) for manufacturers of drone, launched by Central Government on 15th September 2021 in the aim of making India, a Drone hub by 2030. Figure 5: Awareness of drone technology in construction in Indian construction industry
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072 Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1210 (Yes- Aware & No Unaware) Figure 6: Awareness on the capital investment of drones, its annual maintenance charges and pay-back period (Yes- Aware & No ā€“ Unaware) Figure 7: Awareness on the registration and licensing process of drones in India? Figure 8: By using drone technology in construction projects, can we save considerable amount of cost, time & resources (man and material)? Figure 9: Will drone be the futuristic technology that would improve the quality of construction projects by bridging the gap between all inefficiencies in a project lifecycle? 3.2.2.1 Ranking theApplicationofdrones(56responses) ā€“ Second questionnaire survey The second questionnaire survey helped in ranking the six major applications of Drones in construction industry in terms of cost, time and resource savings like Site surveying, Volumetric calculation, Construction monitoring, Drone images + BIM Integration, Equipment and material tracking on site and Damage assessment after a disaster at the site. RII (Relative Importance Index) = ā‚¬W/A*N A is the highest score (3 in this case) N is the Total number of Respondents (56) ā‚¬W is the Total score of the 56 Respondents Scoring Criteria: 3 (Most Efficient Application), 2 (Efficient Application), 1 (Not very Impactful). Table 3: Ranking the most efficient application of drones in-terms of cost, time and resource saving using SPSS software APPLICATI ONS of DRONES Total Score (ā‚¬W) (From 56 responde nts) RII (Relativ e Importa nce Index) Ranki ng Site Surveying 164 0.97 1 Volumetric Calculations (cut & fill) 136 0.80 4 Constructio n Monitoring 160 0.95 2 Drone Images + BIM Integration (to check as- designed vs as-built) 144 0.85 3 Equipment & Material tracking onsite 120 0.71 5 Damage assessment after a disaster 112 0.66 6 3.2.2.1 Ranking theApplicationofdrones(56responses) ā€“ Second questionnaire survey The second questionnaire survey further helped in ranking the six major barriers of Drones in construction industry from highest risk to lowest risk. The six identified main barriers are Privacy, Safety issues while operation, Weather, Legal considerations, Lack of technical knowledge, large Capital investment. RII (Relative Importance Index) = ā‚¬W/A*N A is the highest score (4 in this case) N is the Total number of Respondents (56) ā‚¬W is the Total score of the 56 Respondents Scoring Criteria: 4 (High Risk), 3 (Medium Risk), 2 (Low Risk), 1 (No Risk)
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072 Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1211 Table 4: Ranking the Barriers of drones in-terms of cost, time and resource saving (Highest risk to Lowest risk) using SPSS software BARRIERS of DRONES Total Score (ā‚¬W) (From 56 responde nts) RII (Relativ e Importa nce Index) Ranki ng Privacy 180 0.80 2 Safety Issues while operation 172 0.76 3 Weather 148 0.66 4 Legal Considerati ons 196 0.87 1 Lack of Technical knowledge 120 0.53 5 Large Capital Investment 92 0.41 6 4. RESULTS AND FINDINGS The results of the first questionnaire survey helped in understanding the awareness level of Drone technology in Indian construction industry. 58.7% respondents (Figure4) were aware of the PLI scheme launched by the Government of India on 15th September 2021. Around 49.3% (Figure 5) respondents were completely aware of Drone technology, 39.1% were partially aware and 19.6% were not aware. Around 75% (Figure 6) respondents were unaware of the capital investment,itsmaintenancecostandpay-back period of drones. Only 29.3% (Figure 7) were aware of the registration and licensing process of drones in India. 53.7% (Figure 8) respondents agreed drone will savecost,time and resources in a construction project and 61% (Figure 9) respondents opted that drone will be the futuristic technology in bridging the in-efficiencies in a construction project. The results of second questionnaire survey helped in ranking the major applications and barriers of drones in construction industry. Surveying and Construction monitoring being the two top rated applications in terms of cost, time and resource savingsandLegal considerationsand Privacy being the two top rated barriers of drones. 5. CONCLUSIONS Efficient project delivery has been a key challenge in construction industry. With rising project management issues like cost over-runs, time over-runs and shortage of skilled labor, it is important for innovative monitoring solutions like drone technology (UAV) implemented as a project management tool to solve all in-efficiencies in a construction project. The main aim of this comprehensive study is to show how drone technology can save cost, time and resources in a construction project with case examples and through questionnaire surveys have attempted to study the awareness, application and barriers of dronetechnology in Indian Construction industry. Among the samples studied, it has been observed that there is a good level of awareness of drones in IndianConstruction industry but less interest shown to use the same technology. The lack of awareness in initial capital investment, registration process and legal considerations are the main reason for low level of usage in Indianconstructionindustry. Drone technology can be used throughout the construction project lifecycle. Drone data have perfect accuracy and can be recorded for future use. Drone inspection of site during construction helps in identifying the risks earlier and mitigating it with proper plan. Because of regular monitoring, re-work cost and time is considerably reduced or avoided. Project report can be made easily withevery day project progress high quality photos from drone trips and check as-designed vs as-built with the BIM model.Byproper equipment tracking and monitoring of equipment and materials on site, theft and site congestion can beprevented. Drones engaged safety monitoring helps preventing fatal accidents in site. Hence drone is an inevitable need in large- scale construction projects. Central Government projects have already started using Drone technology (eg. Statue of Unity, Light House Projects etc.) [30, 31]. Private construction companies and firms should involve this drone technology which would cost approximately 8-12 lakhs Indian Rupees including hardware, software and licensing fee with an annual maintenance of 2-3 lakhs Indian Rupees [15] but has a good pay-back period resulting in more of tangible and intangible benefits. NHAI (National Highway Authority of India) in July 2021 had made Drone monitoring mandatory for all future highway projects for monitoring different stages of development, construction, operationandmaintenance. The collected drone videos of each highway project will besaved on NHAIā€™s portal ā€œData Lakeā€ to assess the progressmade on the projects [32]. Awareness on the PLI scheme should be created among the Indian Construction Industry stakeholders so they understand the Return on Investment (ROI) of drones which is more beneficial at the end of a project. Still more training and awareness needed on the licensing of drones, technical knowledge to operate and its safety norms among the stakeholders to appreciate its
  • 7. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072 Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1212 advantages. It can be concluded that Drones are going to be the much-needed technology which will bridge all the inefficiencies in a construction project and actasaneffective project management tool. 5. RECOMMENDATIONS Few seminars and workshops can be conducted by government and private sectors on Drone applications & Indiaā€™s drone-related policies which includes the PLI schemes, licensing process of drones, DGCA (Directorate General of Civil Aviation)approvals,legal considerations and obtaining drone operators permit [4, 23, 33]. This will help in increasing the usage of drones in Indian construction industry as still the stakeholders are concerned about the safety and legal issues of using droneswhichisinferredfrom the samples studied. REFERENCES 1. Indian construction GDP. 2022; Available from: https://www.moneycontrol.com/news/business/r eal-estate/construction-sector-expected-to- witness-double-digit-growth-of-10-7-in-fy22-govt- 7912591.html. 2. Mckinsey Report 2016. Available from: https://www.mckinsey.com/business- functions/operations/our-insights/imagining- constructions-digital-future 3. Indian Drone market. Available from: https://www.6wresearch.com/industry- report/india-unmanned-aerial-vehicle-uav-market- 2017-2023-forecast-by-types-by-uav-range- applications-regions-competitive-landscape#. 4. Report, P., Flying High. 2018. 5. Israr, A., et al., Internet of Things (IoT)-Enabled Unmanned Aerial Vehicles for the Inspection of Construction Sites: A Vision and Future Directions. Mathematical ProblemsinEngineering,2021. 2021: p. 9931112. 6. Hubbard, B., et al. Feasibility Study of UAV use for RFID Material Tracking on Construction Sites. 2015. 7. Fan, J. and M. Saadeghvaziri, Applications of Drones in Infrastructures: Challenges and Opportunities. 2019. 8. Irizarry, J., M. Gheisari, and B.N. Walker, Usability Assessment of Drone Technology as Safety Inspection Tools. Electronic Journal of InformationTechnology in Construction, 2012. 17: p. 194-212. 9. Working Principles of drones. Available from: https://www.re- thinkingthefuture.com/technology- architecture/a2327-how-can-drones-help- architects-in-the-future/. 10. Li, Y. and C. Liu, Applications of multirotor drone technologies in construction management. International Journal of Construction Management, 2018. 19: p. 1-12. 11. Types of drones. Available from: https://electricalfundablog.com/drones- unmanned-aerial-vehicles-uavs/. 12. Musonda, I. and N. Pillay, Using UAVā€™s and BIM integration to improve infrastructure delivery ā€“ A case of Gauteng Department of Infrastructure Development, South Africa. 2019. 13. Dronedeploy. Available from: https://www.dronedeploy.com/resources/stories/ top-enr-firm-brasfield-and-gorrie-evolved-their- drone-program/. 14. El Meouche, R., et al., UAV PHOTOGRAMMETRY IMPLEMENTATIONTOENHANCELANDSURVEYING, COMPARISONS AND POSSIBILITIES. Vol.XLII-2/W2. 2016. 15. Tal, D.a. and J.a. Altschuld, Drone technology in architecture, engineering and construction : a strategic guide to unmanned aerial vehicleoperation and implementation. 1st ed. 16. DJI, P., The Drones in Construction Guidebook. 2020. 17. Volumetric calculation. Available from: https://www.propelleraero.com/blog/how- stockpile-volume-measurement-works-in-drone- surveying-with-propeller/. 18. Gheisari, M., J. Irizarry, and B. Walker, UAS4SAFETY: The Potential of Unmanned Aerial Systems for Construction Safety Applications. 2014. 1801-1810. 19. TkĆ”Ä, M. and P. MesĆ”roÅ”, Utilizing drone technology in the civil engineering. Selected Scientific Papers - Journal of Civil Engineering, 2019. 14: p. 27-37. 20. Kaamin, M., et al., The Application Of Micro UAV In Construction Project. Malaysian Construction Research Journal, 2018. 2. 21. Ye, S., et al., Automated Detection of Damaged Areas after Hurricane Sandy using Aerial Color Images. 2014. 1796-1803.
  • 8. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 07 | July 2022 www.irjet.net p-ISSN: 2395-0072 Ā© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1213 22. DastgheibifardĀ¹, S. and M. Asnafi, A Review on Potential Applications of Unmanned Aerial Vehicle for Construction Industry. 2018. 23. Charlesraj, V.P. and R. Nijalingamurthy, Stakeholder Perspectives on the Adoption of Drones in Construction Projects. 2020. 24. Tatum, M.C. and J. Liu, Unmanned Aircraft System Applications in Construction. Procedia Engineering, 2017. 196: p. 167-175. 25. Albeaino, G. and M. Gheisari, Trends, Benefits, and Barriers of Unmanned Aerial Systems in the Construction Industry: A Survey Study in the United States. Journal of Information Technology in Construction, 2021. 26: p. 84-111. 26. India Brand Equity Foundation. Available from: https://www.ibef.org/blogs/indian-drone- industry-reaching-the-skies. 27. Indian Drone market - need. Available from: https://info.cecr.in/drones-in-indian-construction- industry/. 28. India Brand Equity Foundation. 29. PLI Scheme. Available from: https://pib.gov.in/PressReleaseIframePage.aspx?P RID=1755157. 30. Statue of Unity. 31. Light House Project. Available from: https://timesofindia.indiatimes.com/india/drones- used-for-live-review-of-new-tech-housing-projects- by-pm-companies-commit-to-complete-them- before-time/articleshow/84102584.cms. 32. NHAI Drone monitoring. Available from: https://www.thehindu.com/news/national/use-of- drones-mandatory-for-nhai- projects/article34831893.ece. 33. UIN. Available from: https://www.pwc.in/industries/financial- services/fintech/fintech-insights/data-on-wings-a- close-look-at-drones-in-india.html.