Schlagwort: predictive maintenance
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Improve indoor air quality with Arduino
Reading Time: 4 minutesWhen we think about air quality and pollution, it’s easy to conjure up images of smog-filled cities and power plants churning clouds of poison into the atmosphere. And while all this is still important, and has massive consequences for our health, it’s all too easy to overlook the air pollution that takes…
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Detecting HVAC failures early with an Arduino Nicla Sense ME and edge ML
Reading Time: 2 minutesHaving constant, reliable access to a working HVAC system is vital for our way of living, as they provide a steady supply of fresh, conditioned air. In an effort to decrease downtime and maintenance costs from failures, Yunior González and Danelis Guillan have developed a prototype device that aims to leverage edge machine learning to predict issues…
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Predicting when a fan fail by listening to it
Reading Time: 2 minutesEmbedded audio classification is a very powerful tool when it comes to predictive maintenance, as a wide variety of sounds can be distinguished as either normal or harmful several times per second automatically and reliably. To demonstrate how this pattern recognition could be incorporated into a commercial setting, Kevin Richmond created the Listen Up…
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Predicting potential motor failures just using sound
Reading Time: 2 minutesNearly every manufacturer uses a machine at some point in their process, and each of those machines is almost guaranteed to contain at least one motor. In order to maintain uptime and efficiency, these motors must always work correctly, as even a small breakdown can lead to disastrous effects. Predictive maintenance aims…
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This device predicts when a refrigerator might fail using embedded ML
Reading Time: 2 minutesArduino Team — July 4th, 2022 The refrigerator is one of the centerpieces in a modern kitchen, and experiencing a loss in cooling can lead to hundreds or even thousands of dollars of spoiled goods. Perhaps even more importantly, a sudden loss of medications or vaccines that heavily rely on refrigeration can…
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Santagostino’s predictive maintenance for HVAC uses Nano RP2040 Connect
Reading Time: 2 minutesPrevention is better than cure is pretty much every respect. Heating, ventilation and air conditioning included. The Arduino Pro team has been working with Italy’s Santagostino to deploy an impressive array of predictive maintenance solutions across the region’s medical sector. Environment Management in Medical Centers Santagostino operates a network of 35 medical…
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Engineer’s guide to Industrial IoT in Industry 4.0
Reading Time: 5 minutesThis is an edited version of a longer piece first published on Wevolver. In recent years, industrial enterprises are accelerating their digital transformation and preparing themselves for the fourth industrial revolution (Industry 4.0). This digitization of production processes enables industrial organizations to implement agile and responsive manufacturing workflows, which rely on flexible…
