Verfahren und System zur Optimierung von Prozessparametern in einem Zementofen

Details

Veröffentlichungs-Nr.

EP4797018

Anmeldetag

21. Februar 2025

Veröffentlichung

26. August 2026

Rechtsraum

EP

Abstract

Present invention relates to a method for optimizing real-time process parameters in a cement kiln (102). The method includes determining the occurrence of an anomalous event by analyzing a plurality of real-time process parameters captured by sensors (104) associated with the cement kiln. The method involves determining at least one signature process pattern associated with at least one historical event, where the at least one signature process pattern comprises a sequence of parameter changes occurring in a first time period prior to the historical event, which is similar to the anomalous event. Based on the at least one signature process pattern, a sequence of optimized actions is generated using an optimizing algorithm applied to past user actions taken in response to the historical event. The sequence of optimized actions is then deployed to neutralize the anomalous event, thereby optimizing the real-time process parameters in the cement kiln (102). The method enhances efficiency and stability of cement kiln operations by leveraging advanced data analytics and machine learning for real-time optimization.

Anmelder

Firma

Innomotics GmbH

Land

🇩🇪 Deutschland