The benefits of AI in detecting machine failure
29 March 2022
Want to predict the probability of breakdown, save precious time and avoid high repair costs? Steve Ellis says it's time to look to Artificial Intelligence.
TECHNOLOGY CONTINUES to evolve at an exponential rate. From one year to the next, we are presented with exceptional new innovations that can effectively make our jobs and everyday lives easier. Artificial intelligence (AI), in this respect, can represent a vital tool – especially if we learn how to use it to our advantage.
This is particularly true in the engineering sector. Indeed, you may sometimes run into unexpected problems with parts of your equipment. The reasons for the failure of specific parts of a machine can be several. It might be that they have been operated incorrectly by employees without sufficient or adequate training. It could be that, for whatever reason, they have not been monitored correctly. Finally, it may simply be that a certain part is nearing the end of its usable life.
It is fair to say that, on occasion, it may be difficult to calculate with a naked eye why and when some sort of malfunction will occur. In these cases, AI can provide a valuable helping hand in spotting forthcoming issues with equipment. Here, we explore some of the benefits that technology can offer you in the detection of machine failure and part replacements.
Predict the probability of breakdown
One of the best ways to prevent problems from happening is to predict potential issues with equipment. In this regard, artificial intelligence is able to foretell the probability of machine breakdown – or of one of its parts – within a window of time in the future. With internal and external sensor data at hand, from temperature to sound and thermal imagery, you can identify potential mishaps in the future with ease. Ultimately, artificial intelligence collects all the information you need – you just have to wait to receive it and act accordingly.
Another great benefit of AI is that it can effectively save you a lot of time. In line with what we just mentioned above, technology assists you in spotting imminent problems with equipment. This means that it will spare you from having to diagnose potential issues yourself, cutting significantly on time and effort.What is more, being aware of forthcoming machine failures can help you prepare and programme replacements way in advance. When the time comes to repair equipment with procedures such as the fitting of hydraulic cylinder parts, you will not have to wait around for replacements and can get straight to work.
Artificial intelligence can come in handy with safeguarding your company’s finances too. During downtime, in fact, chances are that the business is not able to offer services and create products. So waiting a long time for machinery to be repaired can result in financial loss. Instead, as AI provides maintenance engineers with early warnings, it gives you plenty of time to plan for repairs and keep your equipment running smoothly.
Also, it is fair to say that prevention is better than cure. Fixing a machine that is already damaged will have significant repercussions on the company’s finances. This will likely require more work to rectify and will inevitably cost a lot more.
Monitor equipment constantly
An additional advantage of relying on artificial intelligence is that it is the best watchdog you could hope for. In fact, unlike humans, technology can monitor the correct functioning of machines and equipment 24 hours a day. With no need for out-of-office hours or holiday breaks, AI keeps an eye on possible faults without the need to rest. Furthermore, it guarantees a very limited chance of error. With no fatigue issues impacting its accuracy on the status of your equipment, you can be reassured that technology will pick up possible technical problems at any time of the day.
With the constant advancement of technology and artificial intelligence, it is only right to make the most of their endless benefits. In the engineering sector, AI can become a crucial tool to promptly identify any potential issues with machines and equipment. From saving time and costs to high levels of monitoring and predictability, it is safe to say that artificial intelligence can truly assist you in your daily job duties.
Steve Ellis is managing director of FPE Seals