Petronor – Monitoring of assets to assess their condition and degradation
Petronor
Sector: Industry
Business Case
How can we implement a continuous monitoring system to assess the condition and degradation of industrial pumps? In order to anticipate faults, minimise the financial impact and guarantee the continuous operation of the industrial process. Aware that currently the lack of this system is a considerable risk for the operational efficiency and economy of the process.
Objectives
Organise and pre-process audio files for data analysis and apply the best model. Optimisation and hyper-parameter tuning for the best generative model. Characterisation of a signal to create a visual health footprint.
Use case
Implement a continuous monitoring system to assess the condition and degradation of industrial pumps using audio files.
Infrastructure
On Premise and in the Cloud
Technology
Automatic or deep learning
Data
Pump vibration audio files
