System und Verfahren zur Optimierung des Energieverbrauchs eines Hlk-Systems in einem Datenzentrum

Details

Veröffentlichungs-Nr.

EP4811078

Anmeldetag

10. März 2026

Veröffentlichung

23. September 2026

Rechtsraum

EP

IPC

G06F1/20

Abstract

The present disclosure discloses a system and method for optimization of energy consumption of a heating, ventilation, and air conditioning (HVAC) system in a data center is disclosed. The method comprises the step of receiving a plurality of inputs associated with a data center at predetermined intervals, wherein the plurality of inputs comprises manipulated variable (MV) inputs and disturbance variable (DV) inputs, determining, using a machine learning (ML) model, a plurality of output variables of the HVAC system, based on the MV inputs and the DV inputs, and predicting MV inputs for reducing the energy consumption of the HVAC system in the data center. The predicting comprises applying an optimization function on the plurality of output variables to generate the predicted MV inputs. The optimization function comprises plurality of parameters including Service level agreements (SLAs), total energy consumption of the HVAC system, and physics-based constraints.

Anmelder

Firma

ABB Schweiz AG

Land

🇨🇭 Schweiz

Fachgebiete