en.Wedoany.com Reported - Klingelnberg has launched the AIKTEC digital solution, bringing Industry 4.0 and IoT concepts directly to the shop floor, covering various machine tools such as gear processing, woodworking, and plastic processing, as well as networked systems that communicate with each other.

The core of this solution is Smart Tracing technology, a web-based software solution that integrates CNC machines from any manufacturer into Klingelnberg's DDQM (Data-Driven Quality Management) framework. Smart Tracing records and analyzes the servo trajectories of machine tools, including high-frequency performance data such as axis currents, control deviations, and contour errors, enabling each machine to form a unique "machine fingerprint." These signals can be used for archiving, tolerance assessment, and comparison across multiple devices, thereby revealing causal relationships within a single machine or the entire production process.

Klingelnberg states that Smart Tracing makes machine behavior, previously regarded as a black box, visible, analyzable, and reproducible, helping companies transform experiential knowledge into systematically controlled processes. The AIKTEC digital solution is designed for industrial use and can be integrated into existing machine fleets without restrictions on equipment manufacturers or industry types, making it suitable for manufacturing companies seeking to enhance transparency and efficiency in their production processes.

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