Conference 2025

Examples of problems and challenges faced by Maintenance departments and their root causes will be indicated. Tools supporting modern maintenance will be presented. Good practices and case studies of companies that have implemented CMMS systems will be discussed, as well as examples of implementations that did not fully succeed, indicating what was the reason for this and how to deal with it. Also indicated will be how to develop the system through modifications and integrations, and the aspect of change management during implementation will be discussed.

European initiatives in the field of creating data spaces open to trust and sovereignty that respond to regulatory requirements for data and its management, green transformation, supply chains or digital product passports will be presented. Data is one of the main drivers of economic development and innovation, and its sharing and reuse, based on rules and standards, enables business partners to build innovative solutions and achieve competitive advantage.

The presentation will outline the new methods currently in use for data collection and processing in maintenance in its broadest sense. Examples of the application of these methods in industrial practice and opportunities for their further development will be discussed. Digital technologies such as digital twin, digital product passport, and blockchain , which are currently being incorporated into maintenance systems tailored to the applications and needs of the enterprise, will also be presented.

The presentation will highlight modern methods for diagnosing drive systems and machining center spindles using artificial intelligence methods. The key challenges of operating these systems and the use of artificial intelligence algorithms to detect and predict failures will be discussed. Examples of the use of artificial intelligence methods and, in particular, fuzzy logic and deep neural networks for machine condition classification will be presented.