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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>

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