Wahrer Detektiv 4.0

Intelligente Echtzeit-Überwachungstools und -dienste zur vorausschauenden Wartung von Anlagen, zur Optimierung von Produktions- und industriellen Automatisierungsprozessen und zum Management der physischen Sicherheit in der Unternehmensumgebung.

Projektpartner

Forschungsschwerpunkte

Entwicklung einer innovativen Plattform für vorausschauende Wartung. Eine Lösung, die Folgendes kann:

Vorbeugung drohender Ausfälle durch die Analyse der Messwerte von Sensoren an Produktionssystemen

Interventionsstrategien ermöglichen, um Maschinenausfallzeiten zu vermeiden, die oft mit schädlichen Folgen für den Produktionszyklus und die Integrität der Komponenten selbst verbunden sind, und so unvermeidliche negative wirtschaftliche Folgen zu vermeiden.

Lösung gefunden

Plattform, die Komponenten für die Überwachung, Anomalieerkennung und -behebung, Vorhersage und Interpretation von Anomalien und Fehlern sowie Unterstützung für den Betreuer integriert.

Fortschrittliche technologische Lösung

Einsatz von Algorithmen des maschinellen Lernens (datengesteuerter Ansatz) für die Zeitreihenanalyse basierend auf verschiedenen Techniken, einschließlich Gradient Boosting und LSTM-Autoencoder, zur Erkennung von Korrelationen zwischen Messungen und zur Bestimmung anomaler Trends in den Daten.

Zwei Vertikalisierungen:

Vorausschauende Wartung physischer Produktionssysteme

Wir unterstützen Kunden bei der Definition einer Strategie für digitale Innovationen.

Predictive Maintenance von IT-Systemen für die Produktion

Wir stellen alle erforderlichen Technologien bereit, um den digitalen Transformationsprozess unserer Kunden zu bewältigen.

Haben Sie ein Innovationsprojekt?

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Wahrer Detektiv 4.0

Vorbeugung drohender Ausfälle durch die Analyse der Messwerte von Sensoren an Produktionssystemen

Interventionsstrategien ermöglichen, um Maschinenausfallzeiten zu vermeiden, die oft mit schädlichen Folgen für den Produktionszyklus und die Integrität der Komponenten selbst verbunden sind, und so unvermeidliche negative wirtschaftliche Folgen zu vermeiden.

Vorausschauende Wartung physischer Produktionssysteme

Predictive Maintenance von IT-Systemen für die Produktion

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