Artificial Intelligence Methods in Mechanical Engineering

Description
The team's activities should be focused on leveraging modern artificial intelligence technologies to increase efficiency, precision, and innovation in mechanical engineering. The scope of activities for the team dealing with artificial intelligence methods in mechanical engineering will include the following areas: Simulations and modeling, including the creation of predictive models for the analysis of mechanical system dynamics. Monitoring and diagnostics, including the implementation of machine and equipment condition monitoring systems using AI to analyze sensor data. Data analysis and big data, including the use of AI methods to analyze large datasets from production and operational processes to identify patterns and anomalies. Creating decision support tools based on data analysis, which can improve the efficiency and quality of engineering processes. Project management, using AI for planning and managing engineering projects, including scheduling, resource allocation, and progress monitoring.
Cooperation:
New Space is based on the collaboration of research workers from four Cracovian institutions of higher education: the Academy of Fine Arts (Faculty of Interior Design); Cracow University of Technology (Faculty of Architecture); Jagiellonian University (Institute of Sociology and Geography and Spatial Management); and AGH University of Science and Technology (Faculty of Mechanical Engineering and Robotics, Field of Acoustic Engineering).

Contact


30-059 Kraków, ul. Reymonta 9, budynek: D-1
12 617 36 70

Leading unit

Faculty of Mechanical Engineering and Robotics - Department of Mechanics and Vibroacoustics

Team leader

Ozga Agnieszka

Team members

  • Frankowska Natalia
  • Sulewski Marek
  • Kasprzak Cezary Arkadiusz
  • Cioch Witold

IDUB research areas

  • Technical solutions: from fundamental research, through modelling and design, to prototypes. The application of mathematical, information technology, and electronics tools to macro-, micro-, and nanoscale problems
  • Intelligent information, telecommunication, computer, and control and operation technologies

Keywords

Artificial Intelligencemechanical engineeringstochastic mechanicmonitoring the soundscape in the citymonitoring the soundscape in the city