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International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 6 Issue 5, July-August 2022 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD51707 | Volume – 6 | Issue – 5 | July-August 2022 Page 1594
Digital Engineering: A Short Overview
Matthew N. O. Sadiku1
, Uwakwe C. Chukwu2
, Abayomi Ajayi-Majebi3
, Sarhan M. Musa1
1
Roy G. Perry College of Engineering, Prairie View A&M University, Prairie View, TX, USA
2
Department of Engineering Technology, South Carolina State University, Orangeburg, SC, USA
3
Department of Manufacturing Engineering, Central State University, Wilberforce, OH, USA
ABSTRACT
The digital transformation is being embraced by companies around
the world with the expectation of improving product development.
Digitalization has changed engineering fundamentally. Digital
engineering is the construction of digital models that represent every
characteristic of a system that is to be developed. Digital engineering
practices are helping to improve product development processes.
Digital engineering is a key evolving technology for both experts and
users to understand. It will dramatically transform how humans
interact with intelligent systems. It is changing the ways we work
today. It constitutes the first step towards a digital future in the
engineering, architecture, and construction industry. This paper
provides a simple introduction to digital engineering and its various
applications.
KEYWORDS: digital technologies, digital transformation, digital
engineering, digital engineers
How to cite this paper: Matthew N. O.
Sadiku | Uwakwe C. Chukwu | Abayomi
Ajayi-Majebi | Sarhan M. Musa "Digital
Engineering: A Short Overview"
Published in
International Journal
of Trend in
Scientific Research
and Development
(ijtsrd), ISSN: 2456-
6470, Volume-6 |
Issue-5, August
2022, pp.1594-1599, URL:
www.ijtsrd.com/papers/ijtsrd51707.pdf
Copyright © 2022 by author (s) and
International Journal of Trend in
Scientific Research and Development
Journal. This is an
Open Access article
distributed under the
terms of the Creative Commons
Attribution License (CC BY 4.0)
(http://creativecommons.org/licenses/by/4.0)
INTRODUCTION
Digital technology has transformed analog
processes, making complicated tasks easier, faster,
and even automatic. Digital product engineering is
an evolving process, a future-state that organizations
need to achieve to make the world a safer, more
secure place. Digital technology has enabled
businesses to use computers to automate shipping
systems, supply systems, and warehouse systems. It
will distinguish the winners from the rest.
The field of engineering has also been transformed.
Digital transformation has created a networked,
intelligent, and connected economy. The way
engineers design, manufacture, deliver, and consume
will never be the same.
Digital engineering is an initiative of the US
Department of Defense (DoD) that will transform
the way the DoD designs develops, delivers,
operates, and sustains systems. DoD requires robust
engineering practices to develop the weapon systems
the nation needs to maintain superiority. Today’s
military operations are dynamic and need
modernizing our defense systems. Secretary of
Defense, General James Mattis well said, “Success
does not go to the country that develops a new
technology first, but rather, to the one that better
integrates it and more swiftly adapts its way of
fighting.” Without sustained investment to restore
readiness and modernize, we will rapidly lose our
military advantage. One way to achieve this is by
incorporating the use of digital computing, digital
engineering, and new technologies to conduct
engineering designs. Digital engineering requires
new techniques, processes, and tools, which will
change the way the engineering community
operates.
WHAT IS DIGITAL ENGINEERING?
Digital engineering is the art of creating, capturing,
and integrating data using a digital skillset. It
leverages data and technology to produce
improvements to applications or entirely new
solutions. It uses models and digital/computer
resources to implement engineering tasks such as
design, analysis, prototyping, and experimentation.
IJTSRD51707
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD51707 | Volume – 6 | Issue – 5 | July-August 2022 Page 1595
Figure 1 shows some components of digital
engineering [1].
Digital engineering is a holistic, data-first approach
to the end-to-end design of complex systems. It may
be regarded as an offshoot of the traditional model-
based systems engineering (MBSE), which is
illustrated in Figure 2 [2]. In MBSE, the model and
its artifacts replace documents to define electrical,
electronic, mechanical, and software
implementation.
The main goal of digital engineering is to accelerate
the development of complex products and systems
(such as modern aircraft, satellites, guidance
systems, etc.) by overcoming the established
engineering disciplines. The most promising top
digital engineering companies include Indium
Software, Cognizant, Hakuna Matata, Accenture,
Cisco Systems, Brillio, eMudhra, Kelton Tech,
Happiest Minds, and Proviti [3]. Digital engineering
services companies bring core digital skills and
expertise across industries. They include EPAM,
Endava, Infostretch, Global Logic, and Globant.
DIGITAL ENGINEERING STRATEGY
The most consequential force behind creation and
widespread adoption of digital engineering is the US
Department of Defense (DoD), which announced its
Digital Engineering Strategy in 2018. The main
objective of the strategy is to modernize how DoD
conceives, builds, tests, fields, and sustains national
defense systems. In other words, the strategy is
expected to guide the planning, development, and
implementation of the digital engineering
transformation across the Department. It is intended
to modernize how DoD designs, develops, delivers,
operates, and sustains systems. The Department's
five strategic goals for digital engineering are [4]:
Formalize the development, integration, and use
of models to inform enterprise and program
decision-making
Provide an enduring, authoritative source of truth
Incorporate technological innovation to improve
the engineering practice
Establish a supporting infrastructure and
environment to perform activities, collaborate,
and communicate across stakeholders
Transform the culture and workforce to adopt
and support digital engineering across the
lifecycle
The Digital Engineering Strategy is displayed in
Figure 3 [5]. It has become a game-changer for the
DoD and each branch of the military – Army, Air
Force, Navy, Marines, Space Force, and Coast
Guard, as well as DoD development partners. It has
accelerated development, increased efficiency, and
improved quality of all acquisition activities. Any
subcontractor who works with the DoD must
incorporate digital engineering into the development
of its products and systems (military, industrial, or
commercial). The DoD has stipulated in their
strategy that any company working with them must
use digital engineering processes to ensure
transparency, safety and accountability for their
systems.
DIGITAL ENGINEERS
Digital engineers help defense, civil, and
commercial clients deliver and integrate advanced
surface, air, and space solutions to meet their
mission. They assess each client’s needs, goals, and
unique situation to ensure the fastest results with the
highest value, efficiency, and cost-effectiveness,
while driving digital integration. They embed digital
engineering within an agile framework, thereby
increasing return on investment while helping
organizations manage complexity and transform
faster with reduced risk. Using simulation packages
and 3D models, engineers are increasingly working
with advanced technologies to capture data and
design in a digitized environment. Engineers must
validate vendor designs before incurring the
massive costs associated with building
prototypes.
APPLICATIONS
Digital engineering is applied in many areas such as
construction engineering, manufacturing, connected
enterprise, digital twins, digital threads, software-
driven business, building information modelling,
software product engineering, and defense systems.
Some of these are discussed next.
Software Product Engineering: Software is the
most critical component of the product
engineering across industries today. The number
of lines of codes in a typical product such as an
automotive or aircraft has increased significantly
[6]. Software product engineering (SPE) is the
result of applying digital engineering principles
to software development. SPE involves all
stages of product creation: design, development,
testing, and deploying. With SPE, design, and
engineering teams work together to improve
business outcomes.
Digital Twins: The concept of the digital twin
gained popularity in 2017 within aerospace
engineering. This is an important form of
modeling and simulation application in the
digital age. The ultimate goal of digital
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD51707 | Volume – 6 | Issue – 5 | July-August 2022 Page 1596
engineering is to produce digital twins, which
are digital replicas of real and potential physical
assets (i.e. “physical twins”). This involves
creating virtual replicas to enable faster system
development and upgrades with less risk. One
can create a digital twin of a machine in the form
of a 3D model. A digital twin can unite your
CAD and controls to help create better industrial
automation systems. Digital engineering and
their associated digital twins intend to
revolutionize how we architect and design future
systems-of-systems. Artificial intelligence and
machine learning are complementary
technologies that will play a critical role in
digital twin technology evolution. Digital twin
has been widely used in intelligent
manufacturing, factories, buildings, smart cities,
etc. [7]. Figure 4 shows digital twins in digital
engineering technology architecture framework
[8]. Military applications of a digital twin to
training could enable decision-makers to have a
better understanding of war fighters’
capabilities, previous training, and skills.
Digital Thread: Digital thread is a unique
communication framework that enables a
connected data flow. It offers easy access to data
previously stored in silos. This can provide users
with a logic path for tracking information
throughout the systems’ lifecycle. By pulling on
the digital thread, engineering teams can better
understand the impact of design changes, as well
as manage requirements, design,
implementation, and verification. This capability
is vital for accurately managing regulatory and
compliance requirements, reporting development
status and responding quickly to product recalls
and quality issues. In terms of digital
engineering, a digital thread represents a
significant role in connecting engineering data to
related processes and people. But a digital thread
is not plug and play; it is a process that must be
designed from the ground up.
Manufacturing: Digital technologies are
reshaping the manufacturing landscape. The
digital engineering space is witnessing a wide
adoption of various technologies in the
manufacturing industry. Figure 5 shows the split
of manufacturing organizations by country as of
2018 [9]. Digital technologies are used by
manufacturing companies to help drive
productivity. In managing production in a
plant, digital engineering can help your
product reach the market at record speeds,
reduce your risk, and redefine productivity.
An example of connected manufacturing is
displayed in Figure 6 [10].
Defense Systems: These are characterized by
their demanding missions and also by the
detailed documentation that must be created,
managed, and interpreted throughout a system’s
life cycle. The document-heavy approach of
traditional systems engineering seems out of step
with our modern age.
BENEFITS
Traditional engineering methodologies are human
intensive and offer insights from the transactional
data generated at every point. The art of digital
engineering enables designers to explore
possibilities and develop innovative solutions in a
virtual environment. Digital engineering enables
integration, collaboration, automation, and mobility.
It speeds creation of technical representations and
enables analysis to speed decision making, model
behaviors, and validate requirements. It allows
people to share and view up-to-date engineering
information for a project. It ensures that everyone is
on a common platform, reducing confusion and
providing absolute design clarity. Digital
engineering is the answer when flawless,
accountable production can result in life or death. It
holds great promise for defense organizations.
Other benefits include [11]:
Modernize system practices
Improve decision making and flexibility
Streamline processes and approaches
Increase return on investment
Improve performance
Manage complexity
Transform rapidly, with flexibility
Spot gaps and reduce risk
Accelerate data-driven decisions
Accelerate timelines—and ultimately, faster
mission success
Automate generation of technical documents
Traceability across the system architecture
Instant updates and intuitive visualizations
Embedded cybersecurity and assured compliance
Multidisciplinary approach incorporating
strategic planning
CHALLENGES
Digital Engineering can provide several
opportunities. However, some challenges must be
overcome. Engineering organizations are at a
crossroads. New market forces as well as the need to
continuously enhance the product functionality pose
challenges and opportunities. For example, in
construction engineering, labor productivity has
been stagnating for decades and companies have
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD51707 | Volume – 6 | Issue – 5 | July-August 2022 Page 1597
been slow to change, adapt, innovate, and benefit
from emerging technologies. Another major
challenge is finding enough people to develop
digital engineering skills and produce the next
generation digital products.
CONCLUSION
In the digital new era, everything including the
entire world can be digitalized. Digital engineering
is essentially an integrated digital approach that
supports lifecycle activities from concept through
disposal. Adopting digital engineering processes will
help improve safety, reduce risk, minimize cost, and
improve sustainability.
Digital engineering is now being offered a course in
many colleges of engineering. The course is
designed to prepare students for rapidly changing
digital technology and its applications. Digital
engineers may consider joining the Society of
Digital Engineering [12]. More information about
digital engineering can be found in the books in [13-
20].
REFERENCES
[1] “Digital engineering,” Unknown source
[2] P. White, “Digital engineering (DE): The next
chapter of MBSE,” April 2021,
https://www.incose.org/docs/default-
source/default-document-library/digital-
engineering-(de).pdf?sfvrsn=6b7b67c7_0
[3] “10 Top list of digital engineering companies,”
https://www.businessprocessincubator.com/co
ntent/10-top-list-of-digital-engineering-
companies/
[4] “What is digital engineering?”
https://www.baesystems.com/en-
us/definition/digital-engineering
[5] Department of Defense, “Digital Engineering
Strategy,” June 2018,
https://man.fas.org/eprint/digeng-2018.pdf
[6] “Engineering next-generation digital
products,”
https://www.capgemini.com/insights/research-
library/engineering-next-generation-digital-
products/
[7] Z. Bing, L. Xin, and W. Xinxin, “From digital
twin to digital engineering modeling and
simulation entering a new era,” Journal of
System Simulation, vol. 31, no. 3, 2019, pp.
369-376.
[8] “DE FAQ: What is the digital engineering
technical architecture framework™
(DETAF™)?”
https://digitalengineeringgroup.com/faq/what-
is-digital-engineering-technical-architecture-
framework.html
[9] “Digital Engineering: The new growth engine
for discrete manufacturers,”
https://www.capgemini.com/wp-
content/uploads/2018/06/DTI_Digital-
Engineering201806122_V07.pdf
[10] “Connected engineering,”
https://www.zuken.com/us/product/connected-
manufacturing/
[11] “Digital engineering: An agile approach,”
https://www.boozallen.com/expertise/digital-
engineering.html
[12] Society of Digital Engineering (SDE),
https://www.cibse.org/get-
involved/societies/society-of-digital-
engineering-sde
[13] M. S. Fadali and A. Visioli, Digital control
engineering: analysis and design. Academic
Press, 2013.
[14] D. F. Elliott, Handbook of digital signal
processing: engineering applications. Elsevier,
2013.
[15] R. F. Tinder, Engineering Digital Design:
Revised Second Edition. Elsevier, 2000.
[16] M. Gopal, Digital control engineering. New
Age International, 1988.
[17] E. V Baar, Digital Engineering: How to Make
Better Things Working Better For You. Brave
New Books, 2020.
[18] J. F. Kelly, Digital Engineering With
Minecraft. Que Pub, 2015.
[19] W. J. Dally, W. J. Dally, and J. W. Poulton.
Digital systems engineering. Cambridge
university press, 1998.
[20] J. B. Aderson, Digital transmission
engineering. John Wiley & Sons, 2006.
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD51707 | Volume – 6 | Issue – 5 | July-August 2022 Page 1598
Figure 1 Components of digital engineering [1].
Figure 2 Model Based Systems Engineering (MBSE) [2].
Figure 3 The Digital Engineering Strategy [5].
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD51707 | Volume – 6 | Issue – 5 | July-August 2022 Page 1599
Figure 4 Digital twin in digital engineering technology architecture framework [8].
Figure 5 Split of manufacturing organizations by country [9].
Figure 6 An example of connected manufacturing [10]

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Digital Engineering A Short Overview

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 6 Issue 5, July-August 2022 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD51707 | Volume – 6 | Issue – 5 | July-August 2022 Page 1594 Digital Engineering: A Short Overview Matthew N. O. Sadiku1 , Uwakwe C. Chukwu2 , Abayomi Ajayi-Majebi3 , Sarhan M. Musa1 1 Roy G. Perry College of Engineering, Prairie View A&M University, Prairie View, TX, USA 2 Department of Engineering Technology, South Carolina State University, Orangeburg, SC, USA 3 Department of Manufacturing Engineering, Central State University, Wilberforce, OH, USA ABSTRACT The digital transformation is being embraced by companies around the world with the expectation of improving product development. Digitalization has changed engineering fundamentally. Digital engineering is the construction of digital models that represent every characteristic of a system that is to be developed. Digital engineering practices are helping to improve product development processes. Digital engineering is a key evolving technology for both experts and users to understand. It will dramatically transform how humans interact with intelligent systems. It is changing the ways we work today. It constitutes the first step towards a digital future in the engineering, architecture, and construction industry. This paper provides a simple introduction to digital engineering and its various applications. KEYWORDS: digital technologies, digital transformation, digital engineering, digital engineers How to cite this paper: Matthew N. O. Sadiku | Uwakwe C. Chukwu | Abayomi Ajayi-Majebi | Sarhan M. Musa "Digital Engineering: A Short Overview" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456- 6470, Volume-6 | Issue-5, August 2022, pp.1594-1599, URL: www.ijtsrd.com/papers/ijtsrd51707.pdf Copyright © 2022 by author (s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0) INTRODUCTION Digital technology has transformed analog processes, making complicated tasks easier, faster, and even automatic. Digital product engineering is an evolving process, a future-state that organizations need to achieve to make the world a safer, more secure place. Digital technology has enabled businesses to use computers to automate shipping systems, supply systems, and warehouse systems. It will distinguish the winners from the rest. The field of engineering has also been transformed. Digital transformation has created a networked, intelligent, and connected economy. The way engineers design, manufacture, deliver, and consume will never be the same. Digital engineering is an initiative of the US Department of Defense (DoD) that will transform the way the DoD designs develops, delivers, operates, and sustains systems. DoD requires robust engineering practices to develop the weapon systems the nation needs to maintain superiority. Today’s military operations are dynamic and need modernizing our defense systems. Secretary of Defense, General James Mattis well said, “Success does not go to the country that develops a new technology first, but rather, to the one that better integrates it and more swiftly adapts its way of fighting.” Without sustained investment to restore readiness and modernize, we will rapidly lose our military advantage. One way to achieve this is by incorporating the use of digital computing, digital engineering, and new technologies to conduct engineering designs. Digital engineering requires new techniques, processes, and tools, which will change the way the engineering community operates. WHAT IS DIGITAL ENGINEERING? Digital engineering is the art of creating, capturing, and integrating data using a digital skillset. It leverages data and technology to produce improvements to applications or entirely new solutions. It uses models and digital/computer resources to implement engineering tasks such as design, analysis, prototyping, and experimentation. IJTSRD51707
  • 2. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD51707 | Volume – 6 | Issue – 5 | July-August 2022 Page 1595 Figure 1 shows some components of digital engineering [1]. Digital engineering is a holistic, data-first approach to the end-to-end design of complex systems. It may be regarded as an offshoot of the traditional model- based systems engineering (MBSE), which is illustrated in Figure 2 [2]. In MBSE, the model and its artifacts replace documents to define electrical, electronic, mechanical, and software implementation. The main goal of digital engineering is to accelerate the development of complex products and systems (such as modern aircraft, satellites, guidance systems, etc.) by overcoming the established engineering disciplines. The most promising top digital engineering companies include Indium Software, Cognizant, Hakuna Matata, Accenture, Cisco Systems, Brillio, eMudhra, Kelton Tech, Happiest Minds, and Proviti [3]. Digital engineering services companies bring core digital skills and expertise across industries. They include EPAM, Endava, Infostretch, Global Logic, and Globant. DIGITAL ENGINEERING STRATEGY The most consequential force behind creation and widespread adoption of digital engineering is the US Department of Defense (DoD), which announced its Digital Engineering Strategy in 2018. The main objective of the strategy is to modernize how DoD conceives, builds, tests, fields, and sustains national defense systems. In other words, the strategy is expected to guide the planning, development, and implementation of the digital engineering transformation across the Department. It is intended to modernize how DoD designs, develops, delivers, operates, and sustains systems. The Department's five strategic goals for digital engineering are [4]: Formalize the development, integration, and use of models to inform enterprise and program decision-making Provide an enduring, authoritative source of truth Incorporate technological innovation to improve the engineering practice Establish a supporting infrastructure and environment to perform activities, collaborate, and communicate across stakeholders Transform the culture and workforce to adopt and support digital engineering across the lifecycle The Digital Engineering Strategy is displayed in Figure 3 [5]. It has become a game-changer for the DoD and each branch of the military – Army, Air Force, Navy, Marines, Space Force, and Coast Guard, as well as DoD development partners. It has accelerated development, increased efficiency, and improved quality of all acquisition activities. Any subcontractor who works with the DoD must incorporate digital engineering into the development of its products and systems (military, industrial, or commercial). The DoD has stipulated in their strategy that any company working with them must use digital engineering processes to ensure transparency, safety and accountability for their systems. DIGITAL ENGINEERS Digital engineers help defense, civil, and commercial clients deliver and integrate advanced surface, air, and space solutions to meet their mission. They assess each client’s needs, goals, and unique situation to ensure the fastest results with the highest value, efficiency, and cost-effectiveness, while driving digital integration. They embed digital engineering within an agile framework, thereby increasing return on investment while helping organizations manage complexity and transform faster with reduced risk. Using simulation packages and 3D models, engineers are increasingly working with advanced technologies to capture data and design in a digitized environment. Engineers must validate vendor designs before incurring the massive costs associated with building prototypes. APPLICATIONS Digital engineering is applied in many areas such as construction engineering, manufacturing, connected enterprise, digital twins, digital threads, software- driven business, building information modelling, software product engineering, and defense systems. Some of these are discussed next. Software Product Engineering: Software is the most critical component of the product engineering across industries today. The number of lines of codes in a typical product such as an automotive or aircraft has increased significantly [6]. Software product engineering (SPE) is the result of applying digital engineering principles to software development. SPE involves all stages of product creation: design, development, testing, and deploying. With SPE, design, and engineering teams work together to improve business outcomes. Digital Twins: The concept of the digital twin gained popularity in 2017 within aerospace engineering. This is an important form of modeling and simulation application in the digital age. The ultimate goal of digital
  • 3. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD51707 | Volume – 6 | Issue – 5 | July-August 2022 Page 1596 engineering is to produce digital twins, which are digital replicas of real and potential physical assets (i.e. “physical twins”). This involves creating virtual replicas to enable faster system development and upgrades with less risk. One can create a digital twin of a machine in the form of a 3D model. A digital twin can unite your CAD and controls to help create better industrial automation systems. Digital engineering and their associated digital twins intend to revolutionize how we architect and design future systems-of-systems. Artificial intelligence and machine learning are complementary technologies that will play a critical role in digital twin technology evolution. Digital twin has been widely used in intelligent manufacturing, factories, buildings, smart cities, etc. [7]. Figure 4 shows digital twins in digital engineering technology architecture framework [8]. Military applications of a digital twin to training could enable decision-makers to have a better understanding of war fighters’ capabilities, previous training, and skills. Digital Thread: Digital thread is a unique communication framework that enables a connected data flow. It offers easy access to data previously stored in silos. This can provide users with a logic path for tracking information throughout the systems’ lifecycle. By pulling on the digital thread, engineering teams can better understand the impact of design changes, as well as manage requirements, design, implementation, and verification. This capability is vital for accurately managing regulatory and compliance requirements, reporting development status and responding quickly to product recalls and quality issues. In terms of digital engineering, a digital thread represents a significant role in connecting engineering data to related processes and people. But a digital thread is not plug and play; it is a process that must be designed from the ground up. Manufacturing: Digital technologies are reshaping the manufacturing landscape. The digital engineering space is witnessing a wide adoption of various technologies in the manufacturing industry. Figure 5 shows the split of manufacturing organizations by country as of 2018 [9]. Digital technologies are used by manufacturing companies to help drive productivity. In managing production in a plant, digital engineering can help your product reach the market at record speeds, reduce your risk, and redefine productivity. An example of connected manufacturing is displayed in Figure 6 [10]. Defense Systems: These are characterized by their demanding missions and also by the detailed documentation that must be created, managed, and interpreted throughout a system’s life cycle. The document-heavy approach of traditional systems engineering seems out of step with our modern age. BENEFITS Traditional engineering methodologies are human intensive and offer insights from the transactional data generated at every point. The art of digital engineering enables designers to explore possibilities and develop innovative solutions in a virtual environment. Digital engineering enables integration, collaboration, automation, and mobility. It speeds creation of technical representations and enables analysis to speed decision making, model behaviors, and validate requirements. It allows people to share and view up-to-date engineering information for a project. It ensures that everyone is on a common platform, reducing confusion and providing absolute design clarity. Digital engineering is the answer when flawless, accountable production can result in life or death. It holds great promise for defense organizations. Other benefits include [11]: Modernize system practices Improve decision making and flexibility Streamline processes and approaches Increase return on investment Improve performance Manage complexity Transform rapidly, with flexibility Spot gaps and reduce risk Accelerate data-driven decisions Accelerate timelines—and ultimately, faster mission success Automate generation of technical documents Traceability across the system architecture Instant updates and intuitive visualizations Embedded cybersecurity and assured compliance Multidisciplinary approach incorporating strategic planning CHALLENGES Digital Engineering can provide several opportunities. However, some challenges must be overcome. Engineering organizations are at a crossroads. New market forces as well as the need to continuously enhance the product functionality pose challenges and opportunities. For example, in construction engineering, labor productivity has been stagnating for decades and companies have
  • 4. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD51707 | Volume – 6 | Issue – 5 | July-August 2022 Page 1597 been slow to change, adapt, innovate, and benefit from emerging technologies. Another major challenge is finding enough people to develop digital engineering skills and produce the next generation digital products. CONCLUSION In the digital new era, everything including the entire world can be digitalized. Digital engineering is essentially an integrated digital approach that supports lifecycle activities from concept through disposal. Adopting digital engineering processes will help improve safety, reduce risk, minimize cost, and improve sustainability. Digital engineering is now being offered a course in many colleges of engineering. The course is designed to prepare students for rapidly changing digital technology and its applications. Digital engineers may consider joining the Society of Digital Engineering [12]. More information about digital engineering can be found in the books in [13- 20]. REFERENCES [1] “Digital engineering,” Unknown source [2] P. White, “Digital engineering (DE): The next chapter of MBSE,” April 2021, https://www.incose.org/docs/default- source/default-document-library/digital- engineering-(de).pdf?sfvrsn=6b7b67c7_0 [3] “10 Top list of digital engineering companies,” https://www.businessprocessincubator.com/co ntent/10-top-list-of-digital-engineering- companies/ [4] “What is digital engineering?” https://www.baesystems.com/en- us/definition/digital-engineering [5] Department of Defense, “Digital Engineering Strategy,” June 2018, https://man.fas.org/eprint/digeng-2018.pdf [6] “Engineering next-generation digital products,” https://www.capgemini.com/insights/research- library/engineering-next-generation-digital- products/ [7] Z. Bing, L. Xin, and W. Xinxin, “From digital twin to digital engineering modeling and simulation entering a new era,” Journal of System Simulation, vol. 31, no. 3, 2019, pp. 369-376. [8] “DE FAQ: What is the digital engineering technical architecture framework™ (DETAF™)?” https://digitalengineeringgroup.com/faq/what- is-digital-engineering-technical-architecture- framework.html [9] “Digital Engineering: The new growth engine for discrete manufacturers,” https://www.capgemini.com/wp- content/uploads/2018/06/DTI_Digital- Engineering201806122_V07.pdf [10] “Connected engineering,” https://www.zuken.com/us/product/connected- manufacturing/ [11] “Digital engineering: An agile approach,” https://www.boozallen.com/expertise/digital- engineering.html [12] Society of Digital Engineering (SDE), https://www.cibse.org/get- involved/societies/society-of-digital- engineering-sde [13] M. S. Fadali and A. Visioli, Digital control engineering: analysis and design. Academic Press, 2013. [14] D. F. Elliott, Handbook of digital signal processing: engineering applications. Elsevier, 2013. [15] R. F. Tinder, Engineering Digital Design: Revised Second Edition. Elsevier, 2000. [16] M. Gopal, Digital control engineering. New Age International, 1988. [17] E. V Baar, Digital Engineering: How to Make Better Things Working Better For You. Brave New Books, 2020. [18] J. F. Kelly, Digital Engineering With Minecraft. Que Pub, 2015. [19] W. J. Dally, W. J. Dally, and J. W. Poulton. Digital systems engineering. Cambridge university press, 1998. [20] J. B. Aderson, Digital transmission engineering. John Wiley & Sons, 2006.
  • 5. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD51707 | Volume – 6 | Issue – 5 | July-August 2022 Page 1598 Figure 1 Components of digital engineering [1]. Figure 2 Model Based Systems Engineering (MBSE) [2]. Figure 3 The Digital Engineering Strategy [5].
  • 6. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD51707 | Volume – 6 | Issue – 5 | July-August 2022 Page 1599 Figure 4 Digital twin in digital engineering technology architecture framework [8]. Figure 5 Split of manufacturing organizations by country [9]. Figure 6 An example of connected manufacturing [10]