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Maintworld 4/2019

Machine Learning – Not a Gold-Plated Silver-Bullet Solution to Operational Woes // A Data-Driven Approach to Online Monitoring of Roller Bearings // Using Ultrasound to Enhance Energy Efficiency

Machine Learning – Not a Gold-Plated Silver-Bullet Solution to Operational Woes // A Data-Driven Approach to Online Monitoring of Roller Bearings // Using Ultrasound to Enhance Energy Efficiency

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PARTNER ARTICLE<br />

» Lubrication Excellence is something<br />

we all strive for, but few organizations<br />

can prepare a winning strategy the<br />

whole team can execute, states Field<br />

Support Manager Haris Trobradovič.<br />

» LUBExpert Generation 3 interweaves<br />

elements of discipline and control<br />

that holds all stakeholders accountable.<br />

With LUBExpert, you really feel<br />

the pulse of your machine.<br />

Existing LUBExpert users will receive<br />

the latest updates and enhancements<br />

free of charge. Watch your email for release<br />

and instructions notes or contact<br />

your local distributor to Hear More.<br />

About SDT<br />

SDT provides ultrasound solutions that<br />

help our customers gain a better understanding<br />

about the health of their factory.<br />

We help them predict failures, control<br />

energy costs, and improve product<br />

quality while contributing to the overall<br />

reliability of their assets.<br />

LUBExpert is a keystone element of<br />

our products and solutions portfolio. To<br />

Hear More please contact SDT Ultrasound<br />

Solutions hearmore@sdtultrasound.com<br />

Why Lubricate?<br />

It seems a simple question, yet when<br />

asked, the answers are not always similar,<br />

or simple.<br />

Some say, “to fight friction” and that<br />

is true. We do add grease to an asset’s<br />

moving parts to reduce friction. But<br />

there’s more to it than that.<br />

Some say, “to reduce heat” and that is<br />

also true. The right amount of lubricant<br />

does help keep moving parts from getting<br />

too hot. But some lube techs, thinking<br />

more is better, take it to the extreme.<br />

They add more grease -- thinking they<br />

are doing good -- and instead choke the<br />

machine’s ability to disperse heat.<br />

The real reason to lubricate assets is to<br />

form separation between surfaces. This<br />

logic applies to not only motor bearings.<br />

The pistons in an engine, chains on a chain<br />

drive, gears in a reducer, even linear bearings<br />

that do not rotate, but slide back and<br />

forth. The primary purpose to lubricate<br />

physical assets is to keep moving surfaces<br />

from coming into contact with each other.<br />

Because when they do, failure modes are<br />

initiated, and lifecycle is shortened.<br />

Friction is a force which opposes<br />

movement between surfaces. Friction<br />

increases wear between surfaces, increases<br />

system temperature, and dramatically<br />

increases power consumption.<br />

The right amount, and type of lubricant<br />

creates a thin film between two surfaces.<br />

For as long as that film is maintained, it<br />

protects the asset from wear and heat<br />

while allowing it to produce in an energy<br />

efficient way.<br />

Some lubricants offer the additional<br />

benefit of controlling corrosion. They<br />

contain additives which prevent rust<br />

from acid and water attacks.<br />

Grease must be kept free of contaminants,<br />

but the very nature of the thickener<br />

allows it to pick up dust and grit.<br />

Proper storage is therefore crucial, and<br />

clean grease applied properly can actually<br />

shield machines from the ingress of<br />

contaminants.<br />

The science of lubrication continues<br />

to evolve for over 4000 years. But the<br />

principles remain the same; to maintain<br />

separation of two or more surfaces, thus<br />

prolonging the reliability of the entire<br />

asset.<br />

What is Grease?<br />

Tremendous science goes into engineering<br />

the many grease formulations that<br />

keep physical assets working their best.<br />

The sheer number of grease types<br />

available is as varied as the applications<br />

where they are used. Yet their composition<br />

remains a simple mixture of base<br />

oil, thickener, and in most cases some<br />

additives.<br />

The Base Oil is the key ingredient of<br />

grease. Its job is to form the thin, hydrodynamic<br />

film that separates metal<br />

components from one another. When<br />

functional separation between elements<br />

is maintained, the bearing has what we<br />

term a functional grease mechanism.<br />

Base oil is the key ingredient when<br />

matching grease types to specific applications.<br />

Thickeners are the matrix of the<br />

grease. Base oil cannot resist gravity<br />

on its own. It relies on the thickener to<br />

hold it in place. The thickener makes<br />

grease effective regardless of a machine’s<br />

orientation. For instance, in a vertically<br />

oriented shaft, the base oil would seep<br />

away from the bearing making a sustainable,<br />

functional grease mechanism<br />

improbably. In addition to keeping base<br />

oil where it’s needed, thickener has the<br />

added benefit of shielding the base oil<br />

from particle contaminants.<br />

Additives are a double-edged sword.<br />

On the positive side, they enhance the<br />

lubricating properties of the base oil. Additives<br />

increase the lubricity of the base<br />

oil making grease even more slippery.<br />

They help fight oxidation, corrosion, and<br />

extreme pressure conditions.<br />

On the negative side, they are a consumable.<br />

They deteriorate over time, so<br />

their effectiveness is not linear for the<br />

life of the grease. Additives can also have<br />

adverse effects on the thickener.<br />

Additives add an unknown function<br />

to the mad science of calculating timebased<br />

grease replenishment intervals.<br />

Most departments working on calendarbased<br />

lubrication don’t factor additives<br />

into the equation, further compounding<br />

their errors.<br />

While considerable science goes into<br />

formulating grease types, what the lube<br />

technician needs to know is that the<br />

grease he or she injects into the bearing<br />

26 maintworld 4/<strong>2019</strong>

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