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HVAC Light Commercial MarketHVAC Commercial Market

Predictive Maintenance Will Change the Future

The shift to tool-assisted predictive maintenance is coming soon

By Saar Yoskovitz
Saar Yoskovitz
March 28, 2016

Most people underestimate the breadth of knowledge required to be a good technician. Seasoned veterans of HVAC machines have had 20-30 years to learn everything they need to know. Their knowledge is vast, but as innovation continues to push every machine into a new high-tech space, these veterans will have to adjust quickly.

Humans simply can’t absorb new processes as fast as they become available. And, newer recruits have even less time to learn old procedures and new techniques at the same time. However, machines have that capability. They can remember infinitely more than humans, and their use allows even the newest recruit to arrive at a job site with the experience of thousands of technicians alongside him.

While machine-assisted predictive maintenance is not the norm yet, it will soon be a necessary tool for HVAC technicians, as it will make it easier to prevent mistakes and train new recruits as time goes on.

OUR STRUGGLES TODAY

Assuming each machine malfunction follows a normal distribution, a technician who sees one new HVAC malfunction every single day could take years to learn the diagnostic skills needed to analyze each function alone. This doesn’t even account for the various combinations and permutations of problems that can exist on a piece of equipment. It’s nearly impossible for a single person to know everything about these machines.

Experienced techs have gotten to know the machines they work with, but new technicians are entering the workplace with very little real-world training. A new HVAC technician might neglect to apply bearing lubrication or simply forget to tighten a bolt and cause major problems due to a minor moment of forgetfulness.

And, companies increasingly lack the time and resources to train technicians adequately, so the new workforce, as a whole, falls short in expertise.

For those new technicians, we need more advanced, high-tech mentors to give them the confidence to hit the ground running. And, with the collective knowledge gathered from skilled HVAC technicians, those old hands will have the security of knowing they don’t need to do everything themselves.

Looking for quick answers on air conditioning, heating and refrigeration topics? Try Ask ACHR NEWS, our new smart AI search tool. Ask ACHR NEWS →

PREDICTIVE MAINTENANCE

An issue that would take a tech an hour to troubleshoot takes computer-driven diagnostics a fraction of that time. As machines store more and more data regarding machine malfunctions, they become better at predicting when the next malfunction will likely occur.

Typically, buildings have about four to seven pieces of equipment that need analysis. But, only a few of them will be under warranty, despite needing major repairs. Technicians will soon be able to use tool-assisted analytical techniques to answer definitively whether small maintenance today could prevent major repairs down the line.

For example, an experienced technician might say to a client, “I’ve seen this issue before, and this machine won’t last longer than three more months.”

Now, imagine that technician’s knowledge is accessible to every person out in the field and that the technician’s intuition has the hard data of hundreds of similar scenarios behind it, all tracked by technology.

TECH-CLIENT RELATIONS

Today, the HVAC industry is similar to the field of medicine. The emergency surgeon gets all the credit for saving the day while the general practitioner goes largely unnoticed. Similarly, HVAC techs who swoop in to repair broken machines get the glory while those who keep them running smoothly remain in the background.

It’s nice to be the hero, but, just as medicine is transforming from an expensive and reactionary model to a predictive and cost-effective one, so will HVAC. The result will be fewer high-margin jobs in the wake of catastrophes but more low-margin, predictive tuneups.

Tool-assisted predictive maintenance won’t become the industry standard overnight, but the shift is coming. These changes will reduce stress for clients and technicians alike while improving our ability to avert disaster.

HVAC technicians must embrace this new technology as it enters the industry to see how much more efficiently they can work with the right tools at their side.

Publication date: 3/28/2016

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KEYWORDS: Artificial Intelligence (AI) predictive maintenance

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Saar yoskovitz

Saar Yoskovitz is the CEO and co-founder of Augury, an Israel- and New York-based company that is bringing predictive maintenance technology to new markets. Augury is a mobile-based solution that diagnoses and predicts machine performance using vibration and ultrasonic sensors paired with machine learning algorithms.

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