Maintworld 1/2019
Condition Monitoring in the Age of the of the IIoT // Digital line of sight // Harnessing change for a successful business // Energy savings 4.0
Condition Monitoring in the Age of the of the IIoT // Digital line of sight // Harnessing change for a successful business // Energy savings 4.0
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ASSET MANAGEMEMT<br />
when required and it brings several cost<br />
savings by:<br />
• minimizing the time, the equipment<br />
is being maintained,<br />
• minimizing production hours lost<br />
to maintenance and<br />
• minimizing cost for spare parts<br />
and supplies.<br />
However, many of the condition-monitoring<br />
techniques still remain expensive<br />
and require additional workforce.<br />
4. Reliability-Centered<br />
Maintenance<br />
The reliability-centered maintenance<br />
approach is a corporate-level maintenance<br />
strategy aiming at optimizing the<br />
maintenance program of a company or<br />
facility by maintaining the function of<br />
the system and recognizing the failure<br />
that affects the function of the system.<br />
The result of a successful RCM program<br />
is the definition and implementation of<br />
a specific maintenance strategy on the<br />
most critical assets of the facility. Costeffective<br />
maintenance techniques can be<br />
thus identified and later on adopted to<br />
improve the reliability of the facility as a<br />
whole.<br />
And even though RCM (reliabilitycentered<br />
maintenance) does not really<br />
consider additional costs of ownership,<br />
implementing it undoubtedly increases<br />
equipment availability, and reduces<br />
maintenance and resource costs.<br />
5. Prescriptive Maintenance<br />
Prescriptive analytics are at the heart<br />
of prescriptive maintenance, which is<br />
for now the last level in the evolution of<br />
all known maintenance routines. Compared<br />
to predictive practices, instead<br />
of only predicting a failure, predictive<br />
maintenance is “prescribing” an outcome-focused<br />
behaviour for operations<br />
and maintenance based on the prescriptive<br />
analytics. It is important to mention<br />
that this type of maintenance is still in<br />
its infancy but many ingenious business<br />
owners are considering its potential to<br />
become the next big thing in reliability<br />
and maintenance best practice.<br />
However, even for organizations with<br />
well-established predictive maintenance<br />
routines, the leap towards prescriptive<br />
programs may still be difficult mainly<br />
because of the cost for new hardware<br />
and software and workforce, regulations<br />
on specific machines, the company’s<br />
culture and the management’s long-held<br />
beliefs.<br />
Which maintenance strategy to choose?<br />
Here is a brief overview of all above-mentioned maintenance strategies:<br />
Strategy Summary Setup cost Advantages<br />
Reactive<br />
Preventive<br />
Predictive<br />
RCM<br />
Prescriptive<br />
Repair after a breakdown<br />
or failure has occurred<br />
Maintenance is<br />
scheduled in advance<br />
Maintenance based on<br />
equipment condition<br />
Investigate failure mode and failure<br />
consequences to determine the best<br />
strategy<br />
Prescribe machines a certain operational<br />
and maintenance behavior based on<br />
detailed analytics<br />
Even though predictive and prescriptive<br />
approaches have a huge potential and are<br />
rather the strategies corresponding the most<br />
to today’s digitalization trends, preventive<br />
maintenance remains the mostly spread<br />
maintenance program. This is mainly due to<br />
its largely appreciated advantages as:<br />
REDUCED PRODUCTION DOWNTIME<br />
When the problem occurs, it can be quickly<br />
resolved because the worker knows what<br />
to do and what spare part to replace, which<br />
will reduce the time needed to detect the<br />
problem.<br />
REDUCED BREAKDOWNS<br />
With preventive maintenance, the equipment<br />
will be regularly maintained within<br />
the given deadlines so that it is in the best<br />
conditions.<br />
COST SAVINGS<br />
Preventive maintenance reduces the frequency<br />
of breakdowns, which means<br />
reduced production stops and more financial<br />
benefits.<br />
IMPROVED PRODUCTIVITY<br />
Reduced equipment downtime results in<br />
increased plant’s productivity and machine<br />
availability.<br />
ELIMINATE AMBIGUITY IN MAINTENANCE<br />
TASKS<br />
Preventive maintenance reduces the risk of<br />
unnecessary repairs and creates a system<br />
to use the right tool for the right task.<br />
EXTENDED EQUIPMENT LIFE<br />
Preventive maintenance improves equipment<br />
performance and increases product<br />
quality because machines are well maintained,<br />
and equipment is performing well.<br />
Low<br />
Average<br />
High<br />
High<br />
High<br />
The best strategy for<br />
low-priority equipment<br />
Best strategy to implement without<br />
any required expertise.<br />
Timely based condition monitoring<br />
provides many insights into asset’s<br />
behaviour<br />
Provides the most effective<br />
scheduled maintenance<br />
Substantial cost savings and highly<br />
effective scheduled maintenance.<br />
IMPROVED CUSTOMER SERVICE AND<br />
REPUTATION<br />
A successful preventive maintenance program<br />
contributes to reliable delivery time,<br />
good production quality and thus improves<br />
the reputation of the company.<br />
REDUCED ENERGY WASTE<br />
Preventive maintenance lowers the cost of<br />
energy because well-maintained equipment<br />
generally requires less electricity or fuel to<br />
operate.<br />
IMPROVED FACILITY SECURITY<br />
Equipment breakdowns can have disastrous<br />
consequences. Properly maintained<br />
equipment will improve the safety of workers,<br />
as well as of those working around the<br />
equipment, so that well-maintained equipment<br />
create a safer work environment.<br />
The most important thing to remember<br />
when looking for the right maintenance<br />
strategy is the problem that you have to<br />
solve. This will help you find and implement<br />
the right solution and finally sustain<br />
winning results.<br />
Predictive and prescriptive maintenance<br />
strategies have a powerful potential, but<br />
their implementation might be difficult if<br />
you don’t have an established successful<br />
preventive maintenance program yet. After<br />
all, there is no wrong or right approach<br />
to maintenance; you simply must choose<br />
what’s feasible for your company in order<br />
to achieve the best possible results.<br />
50 maintworld 1/<strong>2019</strong>