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AI-Enhanced Acoustic Monitoring for Pumps and Transformer Components

Description

The project assesses the feasibility of acoustic monitoring as a predictive maintenance solution for pumps and transformers in NPPs. Using non-intrusive acoustic sensors combined with advanced signal processing and machine learning, it aims to detect early-stage faults earlier than conventional monitoring methods and support reliable, condition-based maintenance strategies.

Key data

Projectlead

Project partners

Axpo Power AG

Project status

ongoing, started 10/2025

Institute/Centre

Institute for Data Science (IDS)

Funding partner

Third party

Project budget

2 CHF