{"id":11168,"date":"2026-03-26T08:50:14","date_gmt":"2026-03-26T07:50:14","guid":{"rendered":"https:\/\/eurocc.nscc.sk\/?p=11168"},"modified":"2026-03-26T08:50:27","modified_gmt":"2026-03-26T07:50:27","slug":"umela-inteligencia-a-superpocitac-ako-nova-zbran-proti-ekologickym-havariam","status":"publish","type":"post","link":"https:\/\/eurocc.nscc.sk\/en\/umela-inteligencia-a-superpocitac-ako-nova-zbran-proti-ekologickym-havariam\/","title":{"rendered":"Artificial Intelligence and a Supercomputer as a New Weapon Against Environmental Disasters<\/strong>"},"content":{"rendered":"
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Artificial Intelligence and a Supercomputer as a New Weapon Against Environmental Disasters<\/strong><\/p>\n\n\n\n

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Scientists from Nitra, Slovakia are teaching machines to predict industrial failures before they can cause damage. Thanks to collaboration with the European supercomputer LUMI, they have developed a digital \u201cguardian\u201d capable of detecting pipeline leaks or manufacturing faults with high accuracy\u2014helping protect both the environment and companies\u2019 budgets.<\/p>\n\n\n\n

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Challenge<\/strong><\/p>\n\n\n\n

Modern factories and hundreds of kilometres of pipelines that cross our landscape are literally packed with sensors. These continuously generate thousands of data points about pressure, temperature, and vibrations. The problem is that the volume and complexity of this information are so enormous that ordinary computers cannot process it efficiently. As a result, important warning signals of an impending failure often go unnoticed until it is too late.<\/p>\n\n\n\n

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Solution<\/strong><\/p>\n\n\n\n

A team of experts from the Faculty of Natural Sciences and Informatics at Constantine the Philosopher University in Nitra set out to solve this problem using artificial intelligence (AI). Their goal was to develop intelligent models that function like an experienced inspection technician\u2014except they can monitor thousands of parameters simultaneously and in real time.<\/p>\n\n\n\n

To train this \u201cdigital brain,\u201d they needed enormous computing power. They found it in the supercomputer LUMI, one of the most powerful systems in the world. On this digital giant, they tested thousands of different scenarios and combinations to find the most accurate way to detect even the smallest leak in a pipeline.<\/p>\n\n\n\n

Impact<\/strong><\/p>\n\n\n\n

The use of a supercomputer produced results that would be impossible to achieve on a standard office PC:<\/p>\n\n\n\n