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Symbolfoto: Das AIT ist Österreichs größte außeruniversitäre Forschungseinrichtung

Industrial Analytics

Manufacturing industries are undergoing a data-driven transformation, with AI playing a crucial role in optimizing processes, improving efficiency, and driving innovation. AI4Industry integrates AI and data science to help organizations harness industrial data, enabling automation, smarter decision-making, and enhanced business performance. At AIT, the focus is on leveraging AI to deliver tangible benefits such as increased revenue, reduced operational costs, and sustainable competitive advantages.

Goals

  • Deploy AI-driven solutions for industrial optimization
  • Enhance automation and decision-making using data-driven insights
  • Reduce costs and improve operational efficiency
  • Enable proactive maintenance strategies
  • Support sustainability by optimizing resource utilization

 

Application Domains

  • Time-Series Anomaly Detection (AI4TSAD): Real-time AI-based anomaly detection to predict failures and optimize system performance

  • Predictive Maintenance (AI4PHM): AI-driven prognostics for proactive equipment maintenance and reduced downtime

  • Manufacturing Optimization (AI4PROD): AI-assisted modeling to enhance energy efficiency and production quality