Pavel Trojanek

Pavel Trojanek

Pavel Trojanek is SVP Sales at Neuron Soundware, where he works with industrial partners on deploying AI and IoT solutions for predictive maintenance, quality control, and manufacturing process optimization.

Optimization of manufacturing processes with AI & IoT

Presentation abstract: In the era of Industry 4.0, the synergy between Artificial Intelligence (AI) and the Internet of Things (IoT) is transforming the factory floor from a reactive environment into a proactive, data-driven ecosystem. This presentation by Neuron Soundware explores how the integration of high-fidelity IoT sensors and advanced machine learning algorithms enables the real-time optimization of complex manufacturing processes.

The core of this technological shift lies in acoustic emission monitoring and multisensor data fusion. By capturing and analyzing the "heartbeat" of machinery, AI models can detect microscopic deviations in mechanical behavior that precede traditional failure alarms. This capability facilitates a transition from manual quality control to automated and digitized process monitoring, significantly reducing material waste and ensures consistent product quality.

During the presentation, we will examine real-world use cases where AI-powered edge computing has provided immediate, actionable intelligence, allowing for autonomous process adjustments. Attendees will gain a comprehensive understanding of how to leverage these digital twins and diagnostic tools to achieve a leaner, more resilient manufacturing infrastructure.