System und Verfahren zum Detektieren von Symptomen eines Drohenden Ausfalls der Klimaregelung von Transportklimatisierungssysteme

Details

Veröffentlichungs-Nr.

EP4067133

Aktenzeichen

EP22165432

Anmeldetag

30. März 2022

Veröffentlichung

10. September 2025

Erteilung

10. September 2025

Rechtsraum

EP

IPC

B60H1/00

Abstract

A method for predicting an impending climate control failure for a transport temperature control system (TCCS) is provided. The method includes a backend obtaining one or more operational parameters and/or one or more control parameters of transport temperature control systems including the TCCS. The method also includes obtaining warrantee data and/or service records for the transport temperature control systems. The method further includes training a machine learning model with the warrantee data and/or service records for the transport temperature control systems, and at least one of the operational parameters of the transport temperature control systems or the control parameters of the transport temperature control systems. Also the method includes deploying the trained machine learning model. The method further includes predicting the impending climate control failure for the TCCS based on the trained machine learning model, operational parameters of the TCCS, and/or control parameters of the TCCS.

Anmelder

Firmen

Thermo King LLC
Thermo King Corporation

Land

🇺🇸 USA

Fachgebiete