AI‑Enhanced Variable Speed Drives: From Motor Controllers to Intelligent Systems

Topic: How AI is Transforming Variable Speed Drives

Traditionally, VSDs were seen simply as motor controllers. Today, they are evolving into intelligent, adaptive systems and distributed data processors. This talk explores how AI is being leveraged across cloud, fog, and edge layers to push the boundaries of performance and reliability.

Key highlights of the presentation:

• Image Recognition: Using AI for automatic motor nameplate detection.
• Predictive Maintenance: Embedded condition monitoring and lifetime prediction of drive components.
• Optimization: Using Reinforcement Learning to enhance motor control and energy efficiency.
• The Future: A look at autonomous, self-learning drive systems that adapt without human intervention.

Our goal is to provide a realistic, concrete view of how AI is unlocking new value—improving energy savings, maintenance practices, and the overall user experience.

The Speaker

Norbert Hanigovszki Director at Danfoss Power Electronics

Based in Gråsten, Denmark, Norbert leads technology development at Danfoss Drives. His expertise spans power electronics, motor control, and the integration of AI/ML in industrial applications. He holds a Ph.D. from Aalborg University and is a Senior Member of the IEEE.