Continuous process optimization driven by real-time sensor-based machine, mold and material data

NETZSCH Process Intelligence, has announced the launch of sensXPERT, a technology business designed to deliver significant productivity and quality benefits to processors in the plastics industry through data-driven manufacturing solutions, and turning data into quality.

sensXPERT combines real-time material data from the mold with advanced machine learning software to analyze the material behavior. The smart technology enables continuous process optimization for up to 30 percent increase in production efficiency, eliminating the need for time and labor consuming retroactive adjustments. Its technological advanced in-mold sensors provide real-time insights and transparency to react to material deviations and eliminate scrap. While allowing a dynamic and adaptive production, thus maximizing throughput, sensXPERT ensures direct in-process quality control of each single molded part.

At the heart of sensXPERT’s manufacturing solutions, an Edge Device integrates the hardware and software for machine learning models designed to capture even the slightest deviation of material and process parameters. Based on measuring data collected from high-precision in-mold sensors, smart machine learning algorithms are applied to simulate, predict and analyze the actual material behavior on each individual machine. The learning models are trained with key parameters, including standard material and experimental data, such as glass transition temperature, pressure and required degree of curing, and are then continuously fine-tuned depending on the in-situ data measured over time.

The sensXPERT technology adapts to any common thermosets, thermoplastics and elastomers processing technique, from injection, compression and transfer molding to thermoforming, vacuum infusion and autoclave curing. It connects with customers’ existing manufacturing and control systems through standard industrial interfaces and is offered as a cloud-based Equipment-as-a-Service (EaaS) solution. An intuitive Web App is provided for convenient on-site or remote user access.

Use cases in major industry segments, such as in the manufacturing of automotive composite wheels and airplane wing components, have shown significant increases in overall equipment efficiency (OEE), including solid return of investment (ROI). Similar solutions can easily be implemented in other industries.

NETZSCH will be at K 2022- Booth C36 in Hall 12.

Visit www.netzsch.com  for more information