Efficient Plant May 2020 - 17

feature | predictive maintenance
Industry 4.0 technology provides a path to effective predictive and
prescriptive maintenance practices.
INDUSTRIAL MAINTENANCE and
reliability practices have evolved since the
beginning of the first industrial revolution
in the late 1700s. Today, we're well into the
fourth industrial revolution (Industry 4.0)
in which PdM (predictive maintenance)
solution providers are promising a panacea
of reliability.
Their vision for the "Factory of the
Future" includes automatically generated,
digital to-do lists that are created months in
advance of required action. The expectation
is that these lists will virtually eliminate
the need for manual routes and time-based
PMs by pointing reliability and maintenance
professionals directly to assets that need
attention and prescribing in detail which

MAY 2020

EP2005fmotion.indd 17

problems need to be addressed and when.
That's not all. The software that generated
these lists will also indicate the remaining
useful life of each asset and even make
recommendations about whether failing
assets should be repaired or replaced, based
on factors such as warranty, time in service,
and repair history. The software may also
automatically order parts so that they arrive
at the factory just in time for service.
That is the vision, but what is the reality
today and what will it take for solution providers to reach their goals?

SIMPLE VS. ADVANCED
PdM solutions are in the midst of an evolutionary cycle of progress in the marketplace.

Some PdM providers are just getting started
on their development journey, which means
focusing on the hardware used to generate
machine health data. The most rudimentary
solutions feature sensors that simply pipe
raw data into a PLC near the machine using
a hard-wired connection.
More-advanced solutions wirelessly
transmit sensor data and incorporate some
form of statistical analysis, such as machine
learning, that translates raw sensor data into
more useful insights.
The compute and storage functions associated with these advanced solutions could
be executed locally using a network edge
device (industrial computer) or at the cloud
level, depending on system architecture and

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Efficient Plant May 2020

Table of Contents for the Digital Edition of Efficient Plant May 2020

Efficient Plant May 2020 - loc
Efficient Plant May 2020 - Cover1
Efficient Plant May 2020 - gatefold1
Efficient Plant May 2020 - gatefold2
Efficient Plant May 2020 - IFC
Efficient Plant May 2020 - 1
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Efficient Plant May 2020 - mi1
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Efficient Plant May 2020 - Cover3
Efficient Plant May 2020 - Cover4
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https://www.nxtbook.com/atp/MaintenanceTechnology/epjulyaug2020
https://www.nxtbook.com/atp/MaintenanceTechnology/epjune2020
https://www.nxtbook.com/atp/MaintenanceTechnology/epmay2020
https://www.nxtbook.com/atp/MaintenanceTechnology/epapril2020
https://www.nxtbook.com/atp/MaintenanceTechnology/epmarch2020
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https://www.nxtbook.com/atp/MaintenanceTechnology/epapril2019
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https://www.nxtbook.com/atp/MaintenanceTechnology/epfebruary2019
https://www.nxtbook.com/atp/MaintenanceTechnology/epjanuary2019
https://www.nxtbook.com/atp/MaintenanceTechnology/epdecember2018
https://www.nxtbook.com/atp/MaintenanceTechnology/epnovember2018
https://www.nxtbook.com/atp/MaintenanceTechnology/epoctober2018
https://www.nxtbook.com/atp/MaintenanceTechnology/epseptember2019
https://www.nxtbook.com/atp/MaintenanceTechnology/epaugust2018
https://www.nxtbook.com/atp/MaintenanceTechnology/0818schneider
https://www.nxtbook.com/atp/MaintenanceTechnology/epjuly2018
https://www.nxtbook.com/atp/MaintenanceTechnology/epjune2018
https://www.nxtbook.com/atp/MaintenanceTechnology/epmay2018
https://www.nxtbook.com/atp/MaintenanceTechnology/epapril2018
https://www.nxtbook.com/atp/MaintenanceTechnology/epmarch2018
https://www.nxtbook.com/atp/MaintenanceTechnology/epfebruary2018
https://www.nxtbook.com/atp/MaintenanceTechnology/epjanuary2018
https://www.nxtbook.com/atp/MaintenanceTechnology/epdecember2017
https://www.nxtbook.com/atp/MaintenanceTechnology/epnovember2017
https://www.nxtbook.com/atp/MaintenanceTechnology/epoctober2017
https://www.nxtbook.com/atp/MaintenanceTechnology/mtsept2017
https://www.nxtbook.com/atp/MaintenanceTechnology/mtaugust2017
https://www.nxtbook.com/atp/MaintenanceTechnology/mtjuly2017
https://www.nxtbook.com/atp/MaintenanceTechnology/mtjune2017
https://www.nxtbook.com/atp/MaintenanceTechnology/mtmay2017
https://www.nxtbook.com/atp/MaintenanceTechnology/mtapril2017
https://www.nxtbook.com/atp/MaintenanceTechnology/mtmarch2017
https://www.nxtbook.com/atp/MaintenanceTechnology/mtfebruary2017
https://www.nxtbook.com/atp/MaintenanceTechnology/mtjanuary2017
https://www.nxtbook.com/atp/MaintenanceTechnology/mtdecember2016
https://www.nxtbook.com/atp/MaintenanceTechnology/mtnovember2016
https://www.nxtbook.com/atp/MaintenanceTechnology/mtoctober2016
https://www.nxtbook.com/atp/MaintenanceTechnology/mtseptember2016
https://www.nxtbook.com/atp/MaintenanceTechnology/mtaugust2016
https://www.nxtbook.com/atp/MaintenanceTechnology/mtjuly2016
https://www.nxtbook.com/atp/MaintenanceTechnology/mtjune2016
https://www.nxtbook.com/atp/MaintenanceTechnology/mtmay2016
https://www.nxtbook.com/atp/MaintenanceTechnology/mtapril2016
https://www.nxtbook.com/atp/MaintenanceTechnology/mtmarch2016
https://www.nxtbook.com/atp/MaintenanceTechnology/mtfebruary2016
https://www.nxtbook.com/atp/MaintenanceTechnology/mtjanuary2016
https://www.nxtbook.com/atp/MaintenanceTechnology/mtdecember2015
https://www.nxtbook.com/atp/MaintenanceTechnology/mtnovember2015
https://www.nxtbook.com/atp/MaintenanceTechnology/mtoctober2015
https://www.nxtbook.com/atp/MaintenanceTechnology/mtseptember2015
https://www.nxtbook.com/atp/MaintenanceTechnology/MTAugust2015
https://www.nxtbook.com/atp/MaintenanceTechnology/MTJuly2015
https://www.nxtbook.com/atp/MaintenanceTechnology/MTJune2015
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https://www.nxtbook.com/atp/MaintenanceTechnology/0415endress
https://www.nxtbook.com/atp/MaintenanceTechnology/MTApril2015
https://www.nxtbook.com/atp/MaintenanceTechnology/MTMarch2015
https://www.nxtbook.com/atp/MaintenanceTechnology/MTFebruary2015
https://www.nxtbook.com/atp/MaintenanceTechnology/MTJanuary2015
https://www.nxtbook.com/atp/MaintenanceTechnology/MTDecember2014
https://www.nxtbook.com/atp/MaintenanceTechnology/MTNovember2014
https://www.nxtbook.com/atp/MaintenanceTechnology/MTOctober2014
https://www.nxtbook.com/atp/MaintenanceTechnology/MTSeptember2014
https://www.nxtbook.com/atp/MaintenanceTechnology/MTAugust2014
https://www.nxtbook.com/atp/MaintenanceTechnology/MTJuly2014
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