{"id":20673,"date":"2024-05-01T08:00:15","date_gmt":"2024-05-01T06:00:15","guid":{"rendered":"https:\/\/www.icicaldaie.com\/news\/machine-learning-applied-to-the-world-of-boilers\/"},"modified":"2024-05-28T12:48:38","modified_gmt":"2024-05-28T10:48:38","slug":"machine-learning-applied-to-the-world-of-boilers","status":"publish","type":"news","link":"https:\/\/www.icicaldaie.com\/en\/news\/machine-learning-applied-to-the-world-of-boilers\/","title":{"rendered":"Machine Learning applied to the world of boilers"},"content":{"rendered":"

What is Machine Learning?<\/h2>\n

Before we get into machine learning applications in the world of boilers, let’s try to understand what machine learning is and what principles it is based on.<\/p>\n

First of all, let’s start with the definition: machine learning is a field of study in modern computer science dedicated to the design of algorithms that have the ability to make decisions autonomously.<\/p>\n

This represents a paradigm shift in the world of programming and particularly in the area of systems modelling, giving machines the ability to deal with new situations and make decisions based on the data accumulated up to that point.
\nThanks to this change of pace in the world of computing, it will no longer be necessary to program control algorithms that know how to deal with each situation in advance, but simply provide it with a guideline and let the machine learn as it goes along, like a child.
\nImagine in fact having to program a complex system; with machine learning techniques it is possible to drastically reduce the human design effort and leave it to the machine to find the best possible approximation.
\nAt the end of the learning phase, we will then have obtained a model whose goal is to perform a specific task based on previous experience.<\/p>\n

Machine Learning applied to the world of boilers:<\/h2>\n
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  1. The Basics of Machine Learning<\/a><\/li>\n
  2. Three types of Machine Learning applications<\/a>\n