How 5G is Transforming the Manufacturing Landscape - CONNECTING MANUFACTURERS WITH THE FUTURE

Page created by Morris Mueller
 
CONTINUE READING
How 5G is Transforming the Manufacturing Landscape - CONNECTING MANUFACTURERS WITH THE FUTURE
CONNECTING MANUFACTURERS WITH THE FUTURE:

How 5G is
Transforming the
Manufacturing
Landscape
How 5G is Transforming the Manufacturing Landscape - CONNECTING MANUFACTURERS WITH THE FUTURE
2
How 5G is Transforming the Manufacturing Landscape - CONNECTING MANUFACTURERS WITH THE FUTURE
It is a new day in modern manufacturing. Changing
                          operational requirements are increasingly demanding data-
                          intensive technologies. At the same time, the existing wireless
                          network protocols are not fully suited to deliver everything the
                          modern manufacturer needs. Increasing deployment of the
                          fifth generation of cellular wireless technology, colloquially
                          known as 5G, will empower manufacturers and their workers
                          to meet this future.

                          5G will usher in faster speeds, greater throughput and lower
                          latency. The network specifications also promise greater
                          reliability, extended battery life for connected devices
                          and support for massive device connectivity. Not only will
                          these network characteristics combine to revamp current
                          manufacturing activities, but 5G will also be a catalyst for
                          innovation. 5G will empower workers across the factory floor
                          in myriad ways, helping to support the men and women who
                          make things in America.

                          The following paper presents new research exploring how
                          manufacturers perceive 5G capabilities and their plans to
                          fully utilize the unique potential of 5G connectivity. 5G is a key
                          ingredient in defining the next generation of manufacturing in
                          America. With its help, manufacturers will improve the quality
                          of products, optimize workflow and deliver new products and
The combinatorial power   services to internal constituents and external customers.
of 5G and manufacturing
has broad implications.   The combinatorial power of 5G and manufacturing has broad
                          implications. Nearly all manufacturers believe 5G connectivity
                          will be important to the overall future of their businesses.
                          Crucially, the faster 5G technology can be deployed to
                          manufacturing, the more competitive manufacturers feel they
                          will be; the vast majority report the speed of 5G deployment
                          will have a positive impact on their ability to compete globally.
                          The rate of 5G uptake among manufacturers, and what they
                          can accomplish with this transformative technology, could
                          increasingly define the competitive landscape and thus
                          manufacturing more broadly.

                                                                                          3
How 5G is Transforming the Manufacturing Landscape - CONNECTING MANUFACTURERS WITH THE FUTURE
Executive Summary

Manufacturers believe 5G connectivity                   5G can help manufacturers adapt to
will be important to the overall future of              challenges in the aftermath of the
their business.                                         COVID-19 pandemic.
• Nearly all manufacturers (91%) believe 5G             • Manufacturers overwhelmingly believe 5G
    connectivity will be important to the overall          connectivity can help them adapt to challenges
    future of their business, with three-fifths (61%)      related to COVID-19. Nine in ten manufacturers
    indicating it will be “extremely important.”           (88%) indicate 5G connectivity will allow engineers
                                                           to troubleshoot remotely. An equivalent number
Manufacturers are beginning to test and                    of manufacturers (87%) also report that remote
implement 5G solutions.                                    visibility and monitoring enabled by 5G will help
 • More than half of manufacturers (56%) report            them adapt to the COVID-19 crisis.
    they will be testing or using 5G in some capacity
    within their facilities by the end of 2021.         5G will aid manufacturers with existing
                                                        ways of doing business.
•   In the long run, most manufacturers are likely to
                                                        • Nine in ten manufacturers believe the utilization
    implement 5G technologies. Only a very small           of 5G in their facilities will help with existing ways
    percentage of manufacturers (2%) believe they          of doing business (92%) and will further advance
    will never implement 5G solutions.                     existing processes (88%).

Manufacturers believe speed of 5G                       5G will drive new processes and create new
deployment is important for global                      business opportunities for manufacturers.
competitiveness.                                        • The creation of new processes and businesses
• Nine in ten (91%) manufacturers indicate speed           is an especially important outcome of 5G
    of 5G deployment will have a positive impact           deployment. Beyond what manufacturers
    on their ability to compete globally, with nearly      are currently doing in their facilities, nine in ten
    two-thirds (62%) signaling it will have a “strong      manufacturers also expect the utilization of 5G to
    positive impact.” 5G will help define global           lead to the creation of new processes (88%) and
    competitiveness in the decade ahead.                   the creation of new businesses (86%).

91%                            56%                      91%                           88%
of manufacturers               of manufacturers         of manufacturers               of manufacturers
believe 5G                     report they will be      indicate speed of              indicate 5G
connectivity will              testing or using 5G      5G deployment                  connectivity will
be important to                in some capacity         will have a                    allow engineers
the overall future             within their             positive impact                to troubleshoot
of their business              facilities by the        on their ability to            remotely
                               end of 2021              compete globally

4
How 5G is Transforming the Manufacturing Landscape - CONNECTING MANUFACTURERS WITH THE FUTURE
5G will help transform supply chains and                         and service (56%) and greater flexibility (53%). In
factory operations.                                              addition, two-fifths believe 5G will be advantageous
• Manufacturers expect 5G to have a strong impact                as it relates to enhanced safety and security (45%)
    on many facets of factory operations. Four-fifths            and increased competitiveness (41%), with one-third
    of manufacturers indicate 5G technology will be              who believe it will provide for shortened lead times
    important to inventory tracking (83%), facility              (35%) and lower cost (32%).
    security (81%) and warehousing and logistics (81%)
    within their facilities. Furthermore, three-fourths of   •   When asked about a set of manufacturing
    manufacturers indicate 5G will also be important             activities, manufacturers report all are expected to
    to inspection (76%) and assembly (76%) activities,           become easier with 5G. Notably, reconfiguration of
    with seven in ten saying packaging (72%) and                 production lines, considered to be the most difficult
    employee training (71%) efforts will benefit from the        manufacturing activity using current technologies,
    deployment of 5G to manufacturing.                           is expected to see the greatest improvement in
                                                                 terms of “ease” when 5G technology is utilized.
•   Manufacturers also report 5G will impact specific            Manufacturers also expect the utilization of 5G
    applications on the shop floor, including equipment
    monitoring and control (89%), safety procedures
    that analyze sensor data in real time (87%) and
    employee safety (86%). The vast majority of
    manufacturers also report that 5G will aid remote
    analytics to support real-time decision making
    (84%), condition-based remote monitoring for
    predictive maintenance (84%), asset tracking (83%)
    and preventative maintenance (82%).

5G will drive cost savings for manufacturers.
• Nearly all manufacturers expect to see some level of
    cost savings (93%) as a direct impact of connecting
    their machines and equipment wirelessly with 5G.
    On average, manufacturers anticipate estimated
    costs savings of roughly 38%.

5G will increase machine and employee
productivity.
• Nearly all manufacturers expect to see some level of
    productivity gains in machines (94%) and workers             to drive considerable improvements in “ease”
    (93%) from the implementation of 5G. On average,             surrounding remote control of equipment,
    manufacturers anticipate estimated equipment                 utilization of augmented reality/virtual reality (AR/
    productivity will increase by roughly 42% and                VR) applications, utilization of mobile robots and
    worker productivity will increase by 41%.                    autonomous guided vehicles and automation.

5G is expected to improve numerous                           The number-one driver of 5G adoption
manufacturing activities that rely on network                for manufacturers is the ability for quality
connectivity.                                                control monitoring throughout the
• Compared to current connectivity technologies, two-        production process.
    thirds (65%) of manufacturers surveyed indicate 5G       • More than half of manufacturers also report
    is superior in terms of increased efficiency, and more       increasing machine productivity (53%) will drive
    than half feel 5G will provide for improved quality          5G adoption.

                                                                                                                         5
How 5G is Transforming the Manufacturing Landscape - CONNECTING MANUFACTURERS WITH THE FUTURE
Why 5G Matters for
    Manufacturers
Manufacturers are consistently looking for ways to improve
operational performance and build greater resilience into their
processes. One promising potential is the expanding deployment of 5G
connectivity and the ensuing services and opportunities that will arise from
pervasive and ubiquitous connectivity.

It is vital to recognize that 5G connectivity is fundamentally different
from its predecessors. While the naming convention might suggest that
5G is simply a linear extension of previous cellular networks, 5G is a
significant step beyond 4G. There is a common misconception that 5G
will deliver better and faster mobile broadband but little more. In reality,
each iteration of cellular network technology has unique characteristics
and properties and, as a result, has ushered in entirely new use cases.
This is especially true with 5G. The 2G network delivered massive mobile
voice communication. The 3G network introduced basic mobile broadband
functionality. And the 4G network empowered mobile streaming of graphic-
rich content. Each iteration connected a wider and more diverse swath of
objects and brought exponential increases in mobile traffic data.

5G has unique properties and attributes, which will define its disruptive
characteristics. These include high data rates, higher system capacity,
reduced latency and massive device connectivity. Commercial 5G
deployment will expand network possibilities beyond any of the previous
cellular network technologies. 5G is a technological paradigm shift, not just
                                                                                  5G has unique properties
an extension of existing technology.
                                                                                  and attributes, which
The unique characteristics of 5G will have an outsized influence on               will define its disruptive
manufacturing and the industrial economy. High data volumes will enable
                                                                                  characteristics. 5G
augmented and virtual reality to be delivered over mobile networks, usher in
8K video capabilities and replace fixed broadband, meaning more objects           is a technological
can be connected in more places. Low latency enables mission-critical             paradigm shift, not just
applications, such as remote mining, traffic control, holograms and real-
time factory control. Massive device connectivity will change how and what
                                                                                  an extension of existing
is measured through applications such as smart meters, logistics tracking         technology.
and smart biometrics. Reliable and resilient characteristics of the 5G
network will enable driverless vehicles, the ability to control mobile robotics
in real time and wider reliability on drones.

The 5G standard was designed with objectives that are entirely different
from previous cellular networks. 5G removes barriers that exist in
predecessor networks, enabling its ability to deliver new services not
previously possible.

6
How 5G is Transforming the Manufacturing Landscape - CONNECTING MANUFACTURERS WITH THE FUTURE
What is 5G?

Nearly 50 years ago on a street in midtown Manhattan, Motorola engineer
Martin Cooper made the first cellular call. While the wireless revolution started
with voice communications, each subsequent iteration of the cellular network
has represented a leap forward as wireless networks have accommodated
another defining technological revolution: the rise of the internet. In doing so,
each major wireless generation since that critical phone call has been defined
by ever-improving data capacity and a wider array of services that can be
delivered over the cellular network:

•   1G (1979): voice calls
•   2G (1991): digital voice, text messaging, dial-up data speeds
•   3G (1998): email, pictures, web
•   4G (2009): streaming video

5G represents the fifth major milestone for wireless communications. It ushers
in a host of capabilities that include the following:

SPEED                         LATENCY                        CAPACITY
5G networks can peak          5G networks can send           5G networks can capture
at a rate that is about 20    “roundtrip” data (send         data from hundreds of
times higher than that        data to a destination and      thousands of sensors per
of 4G networks, with          back) in less than 10          square mile.
even higher throughput        milliseconds, a number
possible in the future.       that may drop to under five
                              milliseconds in the future.

RELIABILITY                   HANDOFF                        EFFICIENCY
5G networks can               5G networks can                Remote sensor devices
reach up to “five             seamlessly hand off data       applications connected via
nines” (99.999%)              to each other even when        5G low power can operate
reliability, making them      devices are traveling at       for nearly a decade on
an excellent option           hundreds of miles per          battery power.
for mission-critical          hour, ensuring a robust
applications.                 connection for high-speed
                              applications.

                                                                                        7
How 5G is Transforming the Manufacturing Landscape - CONNECTING MANUFACTURERS WITH THE FUTURE
5G offers three main types of            Mobile Edge Computing).                      releases created by a governing
communication services or use            MEC is designed to improve                   international body focused
cases: enhanced mobile broadband         performance of high-bandwidth,               on many technical details
services (eMBB), massive machine-        low latency applications (e.g.,              covering the evolution of cellular
type communication (mMTC)                shared augmented reality or cloud-           standards. Release 15 defined
and ultra-reliable, low-latency          based games).                                the initial 5G standard in 2019.
communications (URLLC):                                                               Releases 16 and 17, focused on
                                                                                      improving efficiency and power
•   eMBB improves what we                                                             management among many other
    normally think of in terms of                                                     things, were approved in 2020,
    cellular service: fast access                                                     and Release 18 is slated to be
    to data from devices such                                                         approved in 2021.
    as smartphones, laptops or
    vehicles for applications such                                                •   Also, like 4G, it will take some
    as streaming video. Initial 5G       MEC allows for more processing at            time for carriers to make
    deployments have focused on          the edge, which means reducing the           coverage widespread. While
    this service.                        need to move data from machine               U.S. carriers have made good
                                         to cloud and back in the process of          progress in building out their
•   mMTC brings 5G support for           performing data-heavy activities. In         networks since 2019, we can
    low-power devices such as            this way, manufacturers can take             expect both coverage and
    sensors and other intelligent        advantage of MEC to reduce the               speed to improve in 2021 and
    devices that may need to last in     latency for certain applications and         beyond. Even so, 5G has been
    the field or factory for years on    can also prioritize mission-critical         adopted more rapidly by carriers
    a single battery charge. It builds   data. Manufacturers will be using            around the world than 4G was.
    on LTE standards support for         MEC to control robots, drones
    such devices.                        and other equipment that will            •   Telecommunications company
                                         require low-latency, high-reliability,       Ericsson estimates 5G coverage
•   URLLC is for devices that            increased privacy and security, so           reached 15% of the global
    need very responsive                 their performance isn’t hindered by          population by the end of
    data connections (e.g.,              the roundtrip time it takes data to          2020, up from 5% at the end
    communication between two            move from machine to cloud.                  of 2019. Furthermore, they
    autonomous cars on a highway                                                      estimate this will grow to 60%
    seeking to avoid a collision).       As we are early in the 5G transition,        by 2026, making 5G the fastest
    URLLC is supported by 5G NR          we can draw some comparisons                 deployed mobile communication
    (New Radio). It can therefore        with the early days of the 4G                technology in history.1
    achieve far greater performance      networks we have used extensively
    than LTE and is key to realizing     for the past decade:                     •   Just as 4G networks require
    the full potential of 5G.                                                         devices such as smartphones
                                         •   Like 4G before it, which got             to have 4G capabilities to take
5G is also often associated with             faster over the years as the             full advantage of the network’s
initiatives that are not an intrinsic        standard was improved, 5G is             speed, so do 5G networks.
part of the standard, but which are          rolling out in stages and will           In 2020, almost all major U.S.
highly complementary. One such               get faster in the coming years.          smartphone makers released
example is MEC (Multi-Access, or             Its advances are defined by              at least one 5G smartphone.

8
How 5G is Transforming the Manufacturing Landscape - CONNECTING MANUFACTURERS WITH THE FUTURE
Other device makers also                However, it remains focused
    released 5G-enabled laptops,            on local networking and cannot
    tablets, and hotspots.                  match the range or device
                                            density capacity of 5G.
5G is not the only wireless network
technology that has recently seen       •   Bluetooth 5.2: The latest version
a major update or statement of              of the popular standard linking
support, although the others are            smartphones to headphones
focused on much different solutions         and other peripherals will see
and applications. They include the          improvements in terms of energy
following:                                  consumption and can be used
                                            for short-range precise object
•   Wi-Fi 6e: Wi-Fi 6e represented          location.
    a generational leap in terms of
    speed and network congestion        •   UWB: Like Bluetooth, ultra-
    management versus previous              wideband can be used for short-
    generations. More recently,             range precise object location.
    however, the technology has             Leading smartphone makers are
    been extended into a new                now integrating UWB into their
    spectrum band that offers more          smartphones.
    capacity than the previous
    bands did combined. While this      These shorter-range technologies
    should result in the best Wi-Fi     are highly complementary to 5G
    performance we have seen to         and should be broadly supported in
    date, Wi-Fi can be an alternative   smartphones and other devices in
    to 5G where 5G isn’t available.     the coming years.

                                                                           9
How 5G is Transforming the Manufacturing Landscape - CONNECTING MANUFACTURERS WITH THE FUTURE
Banding Together

All cellular networks operate in        in reliability and guaranteed quality    wave” implementations are limited;
certain parts of the radio wave         of service options.                      they have been deployed mostly in
spectrum. In general, the higher                                                 large open spaces such as parks
the frequency number, the faster        5G can also operate in “mid-             and football stadiums but can also
the maximum data rate is but the        band” frequencies such as 3.5            be effective for factories. The U.S.
shorter the range is. Today, 4G         GHz that offer a speed bump when         has been early to embrace these
networks operate below 6 GHz. The       compared to some of the lower            networks, but many carriers around
networks offering the best range        frequencies; these have not been         the world plan to deploy millimeter-
operate in “low bands” such as 600      as broadly available in the U.S.         wave networks in 2021 and beyond.
MHz and 700 MHz frequencies in          as in other countries. Mid-band
the United States.                      spectrum is home to a variety of         Overall, 5G will evolve to become
                                        critical operations. Additionally,       much faster than 4G. While 4G
5G networks can also operate in         the federal government auctioned         networks top out at about one
these ranges, but today deliver         off several blocks of spectrum in        gigabit per second, 5G networks are
only marginally faster connections.     these frequencies in 2020 so we          expected to reach up to 10 times
This is because it’s been far more      should see increased 5G-related          that rate. In addition to speed, 5G
effective for carriers to roll out 5G   activity in this band, (e.g., by using   offers other benefits, including much
using the same core technology          a technology called CBRS (Citizens       lower latency, the transmission
used for LTE networks. In fact, LTE     Broadband Radio Service) intended        time between when data is sent
users benefit from the more efficient   expressly for private cellular           and received on the network, that
use of network capacity enabled by      networks).                               may become as short as a few
5G. Over time, carriers will roll out                                            milliseconds. As a result, 5G will
standalone core networks (5G NR)        The most impressive speed gains          be a key enabler for manufacturing
that, in addition to offering greater   take place above 24 GHz. However,        and industrial applications and
speed, will bring tremendous gains      the ranges of these “millimeter-         innovations.

10
5G Manufacturing Applications

Manufacturing can often be a          dense population of sensors at a
linear process that requires long     previously impossible scale. And it
lead times and carries significant    will be able to head off problems by
risk of breakdowns and waste.         enabling systems that automatically
As they face ever-growing             schedule maintenance or order
global demand and ever more           replacements for consumables to
aggressive competition, however,
manufacturers apply sophisticated
approaches to monitoring and
improving their operations. This
adaptability is a key tenet of what
is often called Manufacturing 4.0
or Industry 4.0. Factors include
availability of production, which
can be compromised by unplanned
downtime; performance, or             ensure there is minimal downtime.
how well equipment is working         It paves the way for self-configuring
versus its optimal capacity and       manufacturing lines, proactive
production rate; and quality of       equipment maintenance determined
output. As the global pandemic        by analyzing sensor data and
clearly demonstrated, factories       autonomous vehicles that can
must be increasingly flexible, able   begin or perhaps one day complete
to be reconfigured with different     outbound logistics.
production lines depending on what
can be sudden shifts in demand.       Many technologies need to mature
                                      to realize this vision, with key
                                      components taking a leap forward
                                      due to 5G. Behind the “magic” will
                                      be billions of data points developed
                                      into sophisticated data modules,
                                      analyzed for optimal efficiency and
                                      visualized in dynamic ways. While
                                      many of these applications relate
                                      to each other, they also have value
                                      outside of their linked application.
                                      Five of the key applications
5G can help realize the ideal of a    are digital twins, the industrial
modular factory where machinery       internet of things, extended reality,
can be quickly reconfigured to        autonomous vehicles and robotics
optimize production. It not only      and safety and security. While parts
stands to improve the richness        of these services can be enabled by
of communication among staff,         existing cellular technologies, it will
but also keep them safer as it can    require 5G connectivity to deliver
facilitate data collection from a     them at scale.

                                                                                11
Digital                                                                              time visibility into their operations,

Twins                                                                                they can know how their factories are
                                                                                     performing, how their supply chains
                                                                                     are working, where the risks are and
For years, movie and video game                                                      ultimately where the opportunities are.
studios have used motion-capture                                                     The vision is to have a single view of
technology to create lifelike models                                                 enterprise-level risk and opportunities
                                                                                     and to be able to address these
of how actors move. What if that
                                                                                     remotely and autonomously.
kind of sensor-driven modeling could
be applied to an entire organizational                                               Why is 5G needed to
process? That is the foundational                                                    accomplish this vision?
idea of a digital twin, a computer                                                   For static reports, or other information
model that represents its physical                                                   that does not change on a daily or
counterpart so well that it can be                                                   hourly basis, Wi-Fi or other connections
used to understand and predict            A View from                                might be sufficient. To have a global,
                                                                                     enterprise-wide view, we need a
changes with how people, products
and processes interact.
                                          Manufacturing:                             single communication pipe that is
                                          A Conversation with                        everywhere. That is where the power
                                                                                     of 5G comes in. It’s global, and it can
Digital twins can be used reactively      Honeywell’s Chief                          transport different types of data. It is
or proactively. When used reactively,     Commercial Officer                         not restricted.

                                          Usman Shuja
they can be studied to pinpoint
                                                                                     The next evolution of this is autonomy.
inefficiencies that may be difficult to
                                                                                     5G allows us to make little things in the
detect using only visual observation.                                                buildings, the facilities and in the supply
When used proactively, managers           What is Honeywell’s vision                 chain act like a system of systems. It
can conduct “what-if” scenarios that      for 5G?                                    gives us much lower granular level of
can be analyzed without disrupting        We believe that every enterprise           insights than we can achieve today.
production processes.                     in the future will need enterprise
                                          performance management                     For technology to be adopted, the ROI
                                          capabilities. This means there is a        has to make sense, and the business
                                          single pane of glass where you can         case has to make sense. The power of
                                          see all of the assets, people and          AI and 5G and IoT put together is so
                                          processes in one place and you can         big that you cannot ignore it. Moreover,
                                          know all of the interdependencies          in the early months of COVID-19,
                                          that exist. We believe you should          many manufacturers could not even
                                          be able to monitor and operate             operate their factories. So, the need
                                          your business from anywhere in the         for digitization and 5G is even stronger
                                          world. If you’re a facility manager, for   because of COVID-19.
                                          example, you could do that sitting
                                          at a Starbucks, because you have           5G enables continuity and richness
Digital twins usually require large       access to all relevant data. You           of data so you can make real-time
datasets to be effective. 5G              know who is coming into the facility,      decisions. Richer and more continuous
                                          what your maintenance needs are,           data provide greater visibility. When
networks can not only facilitate
                                          how much energy you’re using               you collect machine information from
the transmission of these datasets        and when your contracts are being          sensors for example, you might be
across vast distances at very high        renewed. You have all of that in one       collecting it for maintenance. But the
speeds but, with its low-power            place, because systems can talk to         data can also be extended for different
variants, can enable sensors for          each other.                                applications, and we can use it to
applications that may require far-                                                   build different applications. We can
                                          Today companies have very limited          keep using data in multiple different
flung sensors in remote locations
                                          visibility, but once they gain real-       ways. This is what we call extensibility
such as stretches of roads or fields in
agriculture applications.

12
of the dataset. 5G will take this to          Industrial Internet of Things
a level previously unavailable to
manufacturers.

How can 5G empower a                          The Internet of Things refers             their location. In the future, however,
system of systems?                            broadly to the billions of sensor-        this may be augmented or replaced
Today there are systems that do not           driven devices that will connect to       with technologies such as Bluetooth
talk to each other. A fire system is          the global network in the coming          or UWB, resulting in a stream of real-
separate from a BMS system because            years. Many of these will be part         time data that can be transferred
they were designed separately, and
                                              of the Industrial Internet of Things
they were installed separately. But
the problem is that is not the way it         (IIoT). These device deployments
should be operating. With a system of         focus on measuring the operation
systems approach, these could talk            of and parameters around many
to each other. They could be context          production-related environments.
aware and dependency aware.                   This will include measuring how
                                              efficiently factory machines are
                                              operating and the environmental
                                              factors that can affect that operation
                                              such as temperature and humidity.
                                              Likewise, IIoT will also lead to energy
                                              savings and more energy-efficient
                                              operations.

                                              IIoT devices can be a critical
If one camera is broken, or is about          component in developing a digital
to be broken, then it can call on the         twin application, but they can
inventory system, and say, “It looks          also have great value for other
like this camera is going to break, and
                                              applications. For example, IIoT
I need to either make a repair or I need
to order a part to fix it.” This is enabled   sensors can be used to provide            among facilities via 5G. The case
because it is aware of its environment,       real-time input to factory-floor          for 5G is even greater for outdoor
and it can talk to other systems like         workers on the operational health         track-and-trace, where technologies
the inventory management system.              of machines, helping to ensure            such as GPS, 5G and, ultimately,
So, all of these diverse systems can          worker safety. They can also report       smart roads can deliver real-time
communicate in real time and act like
                                              on longer-term potential challenges,      intelligence on variables such as
one system.
                                              such as whether a part needs to be        load optimization and handoff
What are some of the most                     replaced or whether lubricant needs       between sites.
promising aspects of 5G for                   to be ordered to ensure its optimal
manufacturers?                                operation. IIoT-driven data can even      Another example relates to
Latency and coverage are big issues           unlock new business opportunities in      emergency stop switches.
for IoT. In a lot of manufacturing plants,    terms of allowing precise monitoring      Historically, these have been
there is no access to connectivity, so        of costs for manufacturing-as-a-          permanently wired to machines,
you cannot implement IoT solutions.           service scenarios.                        limiting their control to only that
Speed and dependency allow you to
                                                                                        machine. Using 5G, which can be as
go autonomous. Autonomy cannot
happen without 5G. 5G also enables            One example of an IIoT-driven             reliable and responsive as a wired
supply chain visibility like nothing has      application is “track-and-trace.”         connection, switches may be able
ever done before.                             Indoor tracking and tracing of            to shut down multiple machines in
                                              assets usually consists of scanning       case of a malfunction or accident,
                                              barcodes or RFID tags to determine        improving worker safety.

                                                                                                                           13
Extended Reality

Extended reality, or “XR,” represents the set of            products that work by putting a smartphone in front of
technologies that runs the gamut from virtual reality—      your eyes to advanced systems that cost thousands of
an immersive experience that completely shuts out the       dollars and can match the resolution of the human eye.
physical world—to augmented reality, in which digital       Newer products offer impressive image quality at less
objects appear and can be manipulated in the real world.    than $1,000. In contrast, leading-edge augmented reality
                                                            headsets continue to cost thousands of dollars or are in
XR has many horizontal business applications. For           limited distribution.
example, several companies have developed meeting
room collaboration applications for geographically          For both VR and AR headsets, however, tradeoffs affect
dispersed teams; these include digital versions of          price, image quality, how wide a view one can see (field
many of the tools used in in-person meetings, such          of view) and, in the case of headsets not tethered to a
as whiteboards and sticky notes. Some even allow            PC, battery life. The next few years should see great
the inclusion of two-dimensional PC screen output for       strides in these areas.
viewing webpages in a virtual environment. However,
XR has particular value in sectors like construction and    An emerging breed of headset connects to a smartphone
manufacturing, where participants can see detailed          via a cable, using that device for processing and
                                                            connectivity while it is tucked away in a pocket as the
                                                            headset handles the display and input. This allows the
                                                            headsets to be much lighter, smaller and less expensive.
                                                            Even so, many XR applications allow users to participate
                                                            with currently available smartphones and tablets,
                                                            providing a window into the virtual world, albeit one not
                                                            as immersive as the one provided by a headset.

                                                            XR is already being used in a range of tasks related
                                                            to manufacturing such as training workers via live
                                                            interactions or prepared tutorials and troubleshooting
                                                            problems remotely. By using augmented reality, this
                                                            can occur right next to the parts of a machine that a
                                                            technician must service. Headsets can be combined with
                                                            biofeedback sensors to determine how effective training
                                                            is or how well a trainee responds to stressful situations.

                                                            While the compelling 3D graphics of these technologies
                                                            get most of the attention, the ability to look up content
                                                            from a digital service manual hands-free is also a
                                                            great productivity aid facilitated by 5G, particularly
models of complex machinery. Manufacturers can              if a technician wishes to search tomes of technical
present data and information about machinery in             manuals via voice commands. XR can also play a key
spatially relevant ways, which in turn can aid workers in   role in product development, enabling engineers and
maintenance, repair and training.                           designers to see the effects of changing specifications
                                                            without having to build new prototypes and offering a
XR applications are ideally experienced through a           level of detailed visualization that can reduce errors in
headset. These have ranged from inexpensive VR              manufacturing.

14
Autonomous Vehicles and Robotics

While the dream of the self-             autonomous vehicle technology at          Furthermore, not all autonomous
driving car has been with us for         Level 3. But fully autonomous cars        vehicles navigate public roads. 5G
decades, the past decade has seen        and trucks have clear commercial          can also be used to guide robots
enormous progress as a range of          applications that can have far-           or forklifts through factories using
efforts have leveraged advanced          ranging, if sometimes indirect,           many of the same core-enabling
imaging sensors, computer vision         benefits for manufacturing. For           technologies such as advanced
and machine intelligence. These          example, autonomous vehicles              computer vision destined for
are combining to match or exceed                                                   passenger cars.
the judgement and reflexes of
humans. Self-driving cars have                                                     5G will drive next-gen mobile robots.
logged millions of miles. Even in the                                              One of the main requirements for
case where human drivers continue                                                  remote-controlled robotics is low
to operate accelerators, steering                                                  latency. LTE networks do not deliver
wheels and brakes, 5G can play a                                                   latency levels low enough to make
key role. It can not only help with                                                controlling robots at a distance
tools that drivers use to have better                                              feasible. But extremely low latency is
understanding of their environment,                                                one of the defining characteristics of
but also in helping to keep them safe                                              5G networks. 5G will help automate
and comfortable.                                                                   dangerous tasks by providing the
                                                                                   ability to control equipment at a
The autonomous vehicle industry has                                                distance in near real time.
identified five levels of autonomous
driving (in addition to a Level 0 that                                             5G also has the potential to enable
includes no autonomy):                                                             advanced automation through
                                                                                   zero-touch approaches. From
• Level 1: Driver Assistance, a                                                    forklifts to drones to warehouse
single autonomous system such as                                                   shelves themselves, 5G will
cruise control                                                                     connect autonomous modes of
• Level 2: Partial Automation                                                      transportation. These, in turn, will
                                                                                   impact a wide range of facility
• Level 3: Conditional Automation,                                                 services. All forms of transportation
in which the vehicle can perform                                                   within the future factory could be
most functions, but human                                                          connected to the 5G network.
interaction is still required            could deliver supplies to factories
                                         and deliver products from factories       Manufacturers are increasingly
• Level 4: High Automation, in           efficiently and safely. To reach their    moving from static configurations
which the vehicle generally handles
                                         full potential, such vehicles will have   to more flexible and customized
all functions, but human interaction
                                         to communicate with each other            production. 5G will enable
is still an option
                                         and other connected, intelligent          manufacturers to respond to real-
• Level 5: Full Automation, in which     parts of the transportation grid          time upstream and downstream
the vehicle fully handles all driving    using technologies referenced             conditions and in turn be more
functions without human intervention     under the umbrella term “vehicle-to-      agile during times of shifting market
Today, some vehicles can operate         everything” (V2X).                        demand and dynamics.

                                                                                                                      15
Safety &
Security
Finally, 5G opens the door to
multiple high-definition video
streams from fixed cameras and
drones (likely navigating via the
5G network as well) to ensure the
security of facilities or monitor for
any signs of disruption or failure,
particularly when paired with a
computer vision system that can
analyze this video and detect
aberrations or dangerous situations.
Emerging imaging sensors can                                                    AT&T’s Director of
capture richer details about a scene,    AT&T’s Director                        Digital Transformation
identify materials based on reflection
patterns and even capture video in
                                         of 5G Center                           for Manufacturing
almost total darkness. These video       of Excellence                          & Operations
feeds can provide proof of what may
be inferred via sensors. Cameras can
                                         Jason Inskeep                          David LeBlanc
also help ensure compliance with
maximum occupancy laws and to            View From Network Carriers:
ensure that personnel are following
safety protocols.
                                         A Conversation with AT&T
                                         What are you seeing as the             changes the traditional paradigm
                                         biggest drivers of 5G for              around connectivity and return
                                                                                on investment. 5G is really about
                                         manufacturing?                         improving product process quality
                                         The need for data and operational
                                                                                and increasing production velocity,
                                         visibility is growing faster than
                                                                                which in turn reduces unit costs.
                                         our current means and ability to
                                                                                Manufacturers are able to produce
                                         connect using traditional methods
                                                                                parts at a higher quality and at a
                                         for connecting. Manufacturers are
                                                                                higher velocity.
                                         hitting these major walls where you
                                         can’t just push more of the same
                                         wireless and wired technology to       How do you see 5G enabling
                                         enable more devices. 5G brings an      the manufacturing workforce,
                                         entirely new way to connect at the     and where does automation
                                         exact time manufacturers need new      fit in?
                                         ways to connect to bring the next      There is a lot of discussion around
                                         generation of services, applications   5G and automation, but 5G
                                         and products.                          automation isn’t about targeting
                                                                                labor cost reduction. 5G is more
                                         What’s been the immediate driver       about trying to meet demand for
                                         of 5G in many instances is cost.       higher-quality requirements and
                                         Obviously, there are technical         higher velocity in terms of production
                                         runways that manufacturers are         operations. In this way, 5G is
                                         aiming to achieve, but 5G really       aligned with what manufacturers are

16
trying to accomplish and what the        in place and how those processes          its integration partners. We are seeing
manufacturing workforce is working       work today—and now use that as an         a host of creative ways 5G can be
to achieve.                              opportunity to brainstorm and ideate      deployed to deliver new services.
                                         around opportunities to enable those
How should manufacturers                 processes in different ways, really       Are you seeing an
approach 5G adoption?                    open up the aperture to the art of        acceleration of 5G adoption
                                         the possible.
First, manufacturers need to get                                                   among manufacturers?
educated on the baseline construct.                                                We have absolutely seen an
Secondly, manufacturers should take      Are there things                          acceleration in the manufacturing
an inventory of the things that are      manufacturers should be                   space toward 5G adoption. In many
connected today. Notice we didn’t        thinking about differently as             instances, they are taking a hybrid
say, “just focus on those things that    they approach 5G as opposed               approach to connect new things.
need high bandwidth or need low                                                    Manufacturers have already invested
latency.” Manufacturers should start     to any of the connectivity
                                                                                   a tremendous amount into their
with looking at what is connected        technologies that have                    current facilities and capabilities.
today because this will help them        preceded it?                              Manufacturers shouldn’t feel like
define opportunities that are unique     There’s a learning curve that most        they have to rip out and replace
to their business and business           manufacturers are going through           their existing infrastructure. 5G is
processes. Thirdly, manufacturers        right now. Manufacturers are learning     about bringing in another means to
should look at the things they never     how 5G, and more broadly cellular         connect in order to create operational
thought would be possible.               in general, is fundamentally different    efficiencies. Leverage what you have
                                         than other connectivity solutions. And    today and build on that. And as
Here’s just one example of what we       manufacturers are learning how to         manufacturers employ 5G, they will
mean by thinking about what you          think differently. The knowledge set      also make those existing connections
never thought was possible. We are       for network connectivity capability has   more efficient because they are
working with a manufacturer who          historically been with OEMs or with       not bogging down those historic
has block concrete on the ground         the network operators for previous        connections with more devices and
of their plant and underneath it they    generations of cellular technology.       new service requirements. 5G will
have pipes that carry chemicals from                                               help manufacturers to augment their
outside storage facilities into their    Moving forward in a 5G world, more of     operations and help them achieve
fabrication area. In the past, they      the knowledge will need to sit within     their digital transformation goals and
did not use temperature sensing on       the manufacturer working closely with     requirements.
this part of their operations because
they feared the return on investment
would not match the cost of getting
connectivity into those tunnels.

We were able to work with them,
using 5G together with sensors, to
penetrate through the block concrete.
Suddenly, now a battery-powered
sensor can tell them temperature
changes, which can impact their ROI
much greater than they had previously
realized without having to add
connectivity inside the underground
environment. And they hadn’t realized
it because the technology available to
them had limited their thinking about
what was possible.

Manufacturers need to take a catalog
of all of the processes they have

                                                                                                                         17
Private Networks

Private networks have long been         applications that require very low     spectrum in the 3.5 GHz range
an option for companies and other       latency. For the former, deploying     that the FCC has designated
organizations seeking to have more      LTE networks can be a great way        for such networks. John Deere
control and personalization over a      to lay the foundation, particularly    acquired a CBRS license and
cellular network with early cellular    for enhanced mobile broadband          will use it to explore streamlining
networks serving voice applications     applications in advance of             its manufacturing process and
for public safety and railways. These   availability of 5G network equipment   developing farming applications.
have continued on throughout            availability. LTE and 5G are widely    It plans to deploy 5G in that
successive cellular generations.        expected to coexist on the same        spectrum next year. While mid band
However, because of their industrial    private networks for at least the      applications function well indoors,
capabilities, 5G networks are           next five years.                       the high speeds and extremely
drawing strong interest for private                                            low latency of millimeter-wave
network implementations.                                                       networks make them ideal for
                                                                               factory applications demanding
There are a number of reasons                                                  high bandwidth. Already in 2019,
for manufacturers to consider                                                  Siemens has set up a private
installing private 5G networks for                                             standalone 5G wireless network in
the factories, plants and facilities.                                          Siemens’ Automotive Showroom
Manufacturers who have a strong                                                and Test center in Nuremberg,
belief in the benefits of 5G and                                               Germany in the 3.7-3.8 GHz band.
see it as a strategic asset that                                               Bosch and Nokia have partnered
provides competitive advantage                                                 to deploy a private 5G network
will potentially want to share in or                                           at Bosch’s factory in Stuttgart-
assume capital expenditures to                                                 Feuerbach, which also operates in
build out a private 5G network.                                                the 3.7-3.8 GHz band.
Private 5G networks will provide
manufacturers with an ability to                                               One alternative to having a
target 5G deployment to specific                                               completely private 5G network
geographic areas, particularly                                                 with private infrastructure is taking
outside of densely populated            Indeed, greater support for the        advantage of network slicing. In
urban areas. Moreover, private 5G       kinds of real-time low latency         this scenario, companies partner
networks can provide enhanced           performance enabled by 5G SA           with a carrier, which can create
privacy, security and control over      (standalone) networks continues        multiple virtual networks dedicated
network configuration, including        to be addressed in the evolving        to business applications. Network
options to enhance availability,        5G standard. Further details are       slicing can also be complementary
quality of service, reliability         expected to be rolled out with the     to a private 5G network for
or latency.                             Release 17 specification due to be     companies that want more control
                                        finalized in mid-2022.                 over wide-area applications where
In general, companies are pursuing                                             it would be logistically or financially
two main kinds of applications on       One of several options for building    challenging to deploy private
these networks: high-bandwidth          private 5G networks in the U.S. is     infrastructure. Network slicing can
applications for tasks such as          CBRS (Citizens Broadband Radio         be implemented under LTE with an
streaming video and real-time           Service), a swath of mid band          eye toward transitioning to 5G.

18
Early Implementations

As 5G networks continue to advance, we’ve seen                  manufacturer is using large numbers of sensors
pilots on both sides of the Atlantic in implementing            monitoring vibration, pressure and temperature and
5G-enabled factories, often in partnership with carriers.       using analytics to predict equipment failures. Also,
                                                                in the U.K., Ford is working with Vodafone to test
•   In Germany, Siemens has partnered with Qualcomm             5G connectivity with welding machines on a private
    to deploy a private 5G network at the Siemens               network. According to Ford, key components in an
    Automotive Showroom and Test Center in                      electric vehicle require about 1,000 welds that can
    Nuremberg. This was the first private 5G standalone         generate half a million data points every minute, a
    (SA) network in a real industrial environment using         good match for 5G’s high-capacity data capture.
    the 3.7-3.8GHz band. Since November 2020
    Siemens has deployed its own in-house developed         •   In North Carolina, Corning is working to explore how
    private 5G test network and is planning to roll this        millimeter-wave 5G can enhance factory automation
    out to its own manufacturing locations in Amberg            and quality assurance at one of the largest fiber-
    and Karlsruhe. In addition, Siemens also plans to           optic cable manufacturing facilities in the world.
    setup a 5G test network at the Deutsche Messe               The companies are testing how 5G can improve the
    fairgrounds in Hannover.                                    navigation and functionality of autonomous guided
                                                                vehicles. In addition, they are exploring how 5G can
•   In Spain, Gestamp, a manufacturer of major auto             accelerate data collection, enable near real-time
    chassis components, has partnered with Telefonica           machine communication, and help wirelessly track
    to deploy 5G in a Barcelona factory. The initiative         materials with 5G-connected cameras.
    has included connecting robotic welding machines
    to 5G networks to capture and process data in real      •   In France, Schneider Electric has partnered with
    time and feed it into simulation models generated           Orange to trial 5G on an indoor, private network.
    by a digital twin of the factory. Gestamp seeks to          The goal is to help the convergence of information
    improve the flexibility of its facilities in response       technology and operational technology. Five indoor
    to increasing customization of car models by its            5G antennas have been installed at a Normandy
    customers.                                                  factory, covering nearly 2,000 square meters of
                                                                production space. In addition to working with
•   In Texas, AT&T collaborated with Samsung to                 5G-enabled tablets and laptops, the factory is
    explore ways to use a private millimeter-wave 5G            testing use of a 5G-controlled telepresence robot to
    network along with LTE and Wi-Fi to train new               enable remote visits that can relay high-quality video
    workers using mixed reality. Samsung can use                and audio while helping to reduce travel costs.
    augmented reality (AR) headsets such as Microsoft’s
    HoloLens to bring new workers up to speed more          •   Drishti is working with DENSO, Ford, Nissan and
    quickly. Samsung touts the advantage of workers             other advanced auto and nonauto manufacturers
    being able to navigate a factory floor without losing       to deploy cameras across manual assembly lines.
    a connection to video training as well as the ability       It uses AI to analyze continuous streams of video,
    to connect with a remote expert if workers need             creating data and insights that are used to improve
    help; they can instantly send photos or videos of           efficiency and reduce assembly defects. Drishti
    what they are seeing since the headset has an               moves extraordinarily large volumes of data while
    integrated camera.                                          performing AI inferencing in extremely short periods
                                                                of time and believes 5G will provide a generational
•   In the U.K., Worcester Bosch has deployed 5G to             leap in speed and capacity for its plant operations
    enable preventative maintenance in real time. The           and productivity solutions.

                                                                                                                  19
Perceptions & Reality of 5G
  Manufacturing Deployment

We are still in the very early            the manufacturers surveyed report           portion of their operations. Just
days of 5G deployment,                    they are already testing or using 5G        under two-fifths (37%) estimate they
especially as it relates to               in their facilities. Moreover, more than    will have at least 25% of production
manufacturers implementing                half of manufacturers (56%) report          capabilities integrated by the end of
5G-enabled technologies and               they will be testing or using 5G in         2021. This research further suggests
solutions. The full extent of 5G          some capacity within their facilities       that by the end of 2022, more
capabilities will be realized over        by the end of 2021. Only a very small       than half of manufacturers (56%)
the coming decade as the network          percentage (2%) of manufacturers            anticipate having at least 25% of their
comes more fully to fruition. But as      report they do not expect to                production capabilities integrated
this research reveals, manufacturers      implement 5G solutions.                     with 5G capabilities. Regardless of
are already beginning to test 5G in                                                   the actual uptake timeline, it is clear
their factories and facilities. At the    Manufacturers also have plans to            5G is on the forefront of technology
present time, one-quarter (25%) of        implement 5G across a meaningful            roadmaps for manufacturers.

     Begin
     Begin5G5GIntegration
               Integrationinto
                           into                                      Have
                                                                     Have25%
                                                                          25%of ofProduction
                                                                                   Production
Anticipated
     ExistingTimeline
     Existing Operations
              Operationsfor 5G Integration2                          Capability
                                                                     CapabilityIntegrated
                                                                                Integrated
                         Begin 5G Integration                                        Have 25% of Production
                         into Existing Operations                                    Capability Integrated
            Currently
             Currently
       Testing/Using
        Testing/Using                       25%
                                            25%

                 2021
                  2021                           31%
                                                 31%                       2021
                                                                            2021                             37%
                                                                                                             37%

                 2022
                  2022                   17%
                                         17%                              2022
                                                                           2022                 19%
                                                                                                19%

                 2023
                  2023           10%
                                 10%                                      2023
                                                                           2023            11%
                                                                                           11%

                 2024
                  2024       5%
                             5%                                           2024
                                                                           2024           9%
                                                                                          9%

      2025
       2025&&Beyond
              Beyond        3%
                            3%                                 2025
                                                                2025&&Beyond
                                                                       Beyond               12%
                                                                                            12%

                Never
                 Never     2%
                           2%

         Don’t
          Don’tKnow
                Know           7%
                               7%                                  Don’t
                                                                    Don’tKnow
                                                                          Know              12%
                                                                                            12%

20
5G Will Help Resolve Current Manufacturing
Challenges Related to Wireless Technologies
In recent years, wireless technologies   Another challenge that has inhibited wireless technology adoption
have been a key focus for                is interference from existing equipment and infrastructure. Many
manufacturers, yet to date, there        manufacturers have legacy facilities, equipment and processes, and
have been several inhibitors that        some manufacturers have seen challenges with how existing operations
have curtailed the extent to which       combine with wireless technologies. For example, when it comes to
wireless solutions can augment           implementing wireless technologies, manufacturers report challenges
production and improve operations.       with interference from facility elements (38%), facility barriers (35%),
About half of the manufacturers          facility environment (33%), integration with legacy systems, processes
surveyed report cost (51%) is the        and equipment (31%) and density of devices (23%).
number-one challenge related to the
implementation of current, existing
or anticipated wireless technologies.    Challenges Related to Implementation
Unsurprisingly, manufacturers look       of Wireless Technologies3
closely at the return on investment of
wireless solutions, and thus far, that
has limited some of the deployment       Cost                                                                 51%
of wireless technologies in factories
and plants. Manufacturers will be        Ensuring reliability                                           40%
looking closely at ROI when it comes
to 5G deployment as well.                Interference from facility elements (i.e., vehicle cages,
                                         ductwork, machines with electrostatic discharge, etc.)       38%
Dependability of wireless
technologies is another key
                                         Facility barriers (i.e., walls, glass, radio frequency
                                         interference, etc.)                                         35%
challenge for manufacturers. Some
40% of manufacturers report that
                                         Facility environments (i.e., temperature, humidity,
                                         moisture, shock, vibration, etc.)                        33%
ensuring reliability is a key concern
when deciding to implement wireless      Legacy systems/processes/equipment                   31%
technologies. This is especially true
for indoor environments that are         Device density                          23%
notorious for radio interference.
As previously noted, one of the
key performance indicators (KPI)
                                                Other   3%
specified by 5G is Ultra Reliable Low    None of
Latency Communication (URLLC)            the above      7%
service requirements. This translates
into 99.999% reliability and 99.999%
availability. 5G should significantly    Many of these challenges can likewise be mitigated by 5G. For example,
help mitigate this challenge for         Wi-Fi networks can experience interference in dense settings, and fixed
manufacturers and could allow many       wired connections can be difficult to manage across large industrial
manufacturers to implement wireless      complexes. 5G is expected to support up to 1 million connected devices
solutions where they had previously      per kilometer (0.62 miles), compared to a few thousand devices per
resisted because they could not          kilometer with 4G. This will enable manufacturers to deploy wireless
deliver reliable network connections.    solutions where a density of connected equipment exists.

                                                                                                               21
5G Will Enable Smart
Factories & Industry 4.0
While connectivity is a key aspect of smart factories,        months, or in the absence of data, instinct that might
ultimately it is data that will enable this future. Here,     differ from person to person.
too, we see manufacturers face a number of related
challenges. Manufacturers report their biggest                In recent years machines have been outfitted with
challenges with respect to facility analytics include         sensors that enable manufacturers to turn information
ease of integrating data from multiple sources                into data by capturing this information both digitally
(44%), volume of data (40%) and cost (39%). These             and continuously. But much of these data still reside
                                                              in information silos within the factory. Manufacturers
are followed by speed of systems response (37%),
                                                              continue to struggle with turning these data into
integration with legacy systems, processes and
                                                              real-time insights that will help them anticipate needs
equipment (37%) and security challenges or concerns
                                                              on the shop floor. For example, roughly one in three
(33%). 5G is purpose-built to resolve many of these           (33%) manufacturers report unexpected breakdowns
inhibitors to full facility analytics.                        is their biggest pain point when it comes to real-
                                                              time resource tracking. Other pain points related to
Factory machines generate information related to              real-time asset tracking include identifying process
monitoring, maintenance and the management of                 inefficiencies (33%), cost (33%), human error (30%),
production. Until recently, much of this information          inventory estimations (28%), elimination of redundant
went uncaptured in the normal course of operations.           assets (26%) and identifying asset location (25%).
Historically, much of the monitoring on a shop floor
would be performed by workers as part of their regular        5G will have a particular impact on the industrial and
business. If machines needed repair, they would be            manufacturing sector because it will help factory and
taken offline and repaired. Management might look             plant operators alleviate some of these pain points.
for ways to improve production outcomes, but much             This will be a crucial step in ushering in a new era
of this was done using data from prior weeks and              of AI and machine learning techniques that can help

Challenges Related to Manufacturing Facility Analytics4

                                          Ease of integrating data from multiple sources                      44%
                                          Volume of data                                                40%
                                          Cost                                                         39%
                                          Speed of system response                                  37%
                                          Integration with legacy systems/processes/equipment       37%
                                          Security challenges/concerns                          33%
                                             Other    2%
                                          None of
                                          The above         9%

22
companies better ascertain real-time knowledge
about their ongoing operations. 5G is also optimized
to facilitate real-time information gathering that can
help automate processes within the manufacturing
environment. In all of these cases, it is about getting the
right data to arrive at the right time and in the right place
so it can influence the right process. Previous networks
focused on data centralization in the cloud, but 5G will
enable greater compute capabilities within the network,
closer to the end user, the end machine and ultimately
the end process.

5G enables manufacturers to apply AI to data in much
faster timeframes by being able to support a high
population of endpoints within a small geographic area.
This will allow for precision analytics, and in the case of
control implementations, precision manufacturing. Better
analytics in a 5G environment will allow manufacturers to
perform tasks at a much more granular and precise level.

Enabling machines to share information and insights
directly with other machines on the shop floor in real time
will allow manufacturers to automate certain activities
and free workers to focus on higher-value tasks.

Challenges Related to Real-Time Asset/Resource Tracking5
                                       Unexpected breakdowns                                      33%
                                       Identifying process inefficiencies                         33%
                                       Cost                                                       33%
                                       Human error                                             30%
                                       Wrong/maintaining inventory estimations               28%
                                       Eliminating redundant assets                        26%
                                       Identifying asset location                         25%
                                       Resource wastage                             20%
                                       Maintenance issues                           20%
                                       Theft occurrences                          18%
                                       Underutilization of the workforce    14%
                                       None of the above     8%
                                                                                                   23
You can also read