OUR PREDICTIONS FOR 2024
Background
NDE 4.0 was coined in 2017 and defined
as “cyber-physical nondestructive evalu-
ation (including testing) arising out of a
confluence of Industry 4.0 digital tech-
nologies, physical nondestructive testing
methods, and business models to
enhance inspection performance, integ-
rity engineering, and decision-making for
safety, sustainability, and quality assur-
ance, as well as provide relevant data
required to improve design, production,
and maintenance.”
In terms of NDE 4.0, the nondestruc-
tive testing and evaluation (NDT/E) sector
is getting ready to (a) address new chal-
lenges associated with things like additive
manufacturing and factory automation
(b) exploit these digital technologies
to speed up the inspection process,
enhance NDE reliability, and reduce
inspector stress (c) gain insights about
asset design, production process, service
life performance, life cycle costs, and so
on and (d) create new business models
around data, which may not have been
possible up until now.
Progress Up Until Now
ASNT, DGZfP, ICNDT, and several other
national and international bodies have
dedicated platforms for conversation,
learning, and guidance and showing the
latest digitized gadgets and digitalized
processes at their conferences. With the
massive number of technologies demon-
strated and discussed, it can sometimes
be challenging to know which ones are
ready to be applied.
Outlook for 2024
During 2023, we had an opportunity to
closely observe the digital transforma-
tion journeys of over a dozen entities
across the ecosystem around the world.
In addition, we conducted our annual
market research to update our three-year
plan. We are now ready to share our
predictions for 2024 in these three areas:
Research and Development, Application,
and Leadership.
Research and Development
Ñ Standard data formats: This
continues to be a key challenge
limiting connectivity of machines
and fusion of data from multiple
sources. Several different formats
have emerged lately, each offering
their own value proposition. 2024
will see a strong debate on which
one to accept and adopt. We do
not expect a consensus to happen
anytime soon. However, larger NDT
OEMs with broad portfolios of
devices will tend to dominate the
conversation.
Ñ Visualization: With data becoming
the new high-value material, the
need to visualize it after some
meaningful processing becomes
important. The advances in
eXtended Reality (XR) are offering a
whole new worldview of processes
and outcomes. We are likely to see
several new applications reach the
field validation stage in 2024.
Ñ Artificial intelligence: Research
will attract more funding and
continue to reveal new opportuni-
ties. Validation will show increasing
promise. However, the NDT commu-
nity is not yet ready to embrace it
for any serious decision-making or
content creation. Regulators will be
open to conversation, but lack of
field experience substantiation will
hold them back. Within NDT, we are
not yet where we could say “resis-
tance is futile.”
Ñ University engagement: University
research projects will further expand
and cut across multiple traditional
departments. However, the educa-
tion side is still slow to conceive
any new meaningful graduate-level
programs in digital transformation.
We are likely to see a few certif-
icate programs at some of the
industry-leading schools.
Applications and Field Deployment
Ñ Drones, robodogs, and more
automation: Workforce shortages
and hazardous inspection condi-
tions are driving the acceptance of
robotic dogs and snakes. Drone
SCANNER
|
NDEOUTLOOK
NDE Outlook focuses on possibility thinking
for NDT and NDE. Topics may include technology
trends, research in progress, or calls to action. To
contribute, please contact Associate Technical Editor
Ripi Singh at ripi@inspiringnext.com.
14
M A T E R I A L S E V A L U A T I O N • J A N U A R Y 2 0 2 4
2401 ME January.indd 14 12/20/23 8:01 AM
Background
NDE 4.0 was coined in 2017 and defined
as “cyber-physical nondestructive evalu-
ation (including testing) arising out of a
confluence of Industry 4.0 digital tech-
nologies, physical nondestructive testing
methods, and business models to
enhance inspection performance, integ-
rity engineering, and decision-making for
safety, sustainability, and quality assur-
ance, as well as provide relevant data
required to improve design, production,
and maintenance.”
In terms of NDE 4.0, the nondestruc-
tive testing and evaluation (NDT/E) sector
is getting ready to (a) address new chal-
lenges associated with things like additive
manufacturing and factory automation
(b) exploit these digital technologies
to speed up the inspection process,
enhance NDE reliability, and reduce
inspector stress (c) gain insights about
asset design, production process, service
life performance, life cycle costs, and so
on and (d) create new business models
around data, which may not have been
possible up until now.
Progress Up Until Now
ASNT, DGZfP, ICNDT, and several other
national and international bodies have
dedicated platforms for conversation,
learning, and guidance and showing the
latest digitized gadgets and digitalized
processes at their conferences. With the
massive number of technologies demon-
strated and discussed, it can sometimes
be challenging to know which ones are
ready to be applied.
Outlook for 2024
During 2023, we had an opportunity to
closely observe the digital transforma-
tion journeys of over a dozen entities
across the ecosystem around the world.
In addition, we conducted our annual
market research to update our three-year
plan. We are now ready to share our
predictions for 2024 in these three areas:
Research and Development, Application,
and Leadership.
Research and Development
Ñ Standard data formats: This
continues to be a key challenge
limiting connectivity of machines
and fusion of data from multiple
sources. Several different formats
have emerged lately, each offering
their own value proposition. 2024
will see a strong debate on which
one to accept and adopt. We do
not expect a consensus to happen
anytime soon. However, larger NDT
OEMs with broad portfolios of
devices will tend to dominate the
conversation.
Ñ Visualization: With data becoming
the new high-value material, the
need to visualize it after some
meaningful processing becomes
important. The advances in
eXtended Reality (XR) are offering a
whole new worldview of processes
and outcomes. We are likely to see
several new applications reach the
field validation stage in 2024.
Ñ Artificial intelligence: Research
will attract more funding and
continue to reveal new opportuni-
ties. Validation will show increasing
promise. However, the NDT commu-
nity is not yet ready to embrace it
for any serious decision-making or
content creation. Regulators will be
open to conversation, but lack of
field experience substantiation will
hold them back. Within NDT, we are
not yet where we could say “resis-
tance is futile.”
Ñ University engagement: University
research projects will further expand
and cut across multiple traditional
departments. However, the educa-
tion side is still slow to conceive
any new meaningful graduate-level
programs in digital transformation.
We are likely to see a few certif-
icate programs at some of the
industry-leading schools.
Applications and Field Deployment
Ñ Drones, robodogs, and more
automation: Workforce shortages
and hazardous inspection condi-
tions are driving the acceptance of
robotic dogs and snakes. Drone
SCANNER
|
NDEOUTLOOK
NDE Outlook focuses on possibility thinking
for NDT and NDE. Topics may include technology
trends, research in progress, or calls to action. To
contribute, please contact Associate Technical Editor
Ripi Singh at ripi@inspiringnext.com.
14
M A T E R I A L S E V A L U A T I O N • J A N U A R Y 2 0 2 4
2401 ME January.indd 14 12/20/23 8:01 AM