PREDICTIVE MAINTENANCE

Embrace all the value of your data to effectively change your maintenance approach

The cloud based software able to predict inverter faults status before they actually occur, allowing the O&M operators and field technician to take actions to reduce plant under performances. The system leveraged on the most performing machine learning algorithms able to detect unhealthy status of PV plant Inverters. The detection is ensured by the models training on a comprehensive set of input. The Big Data i-EM’s IT infrastructure allows to ingest and manipulate large and heterogeneous set of data. 

WHAT YOU GET:

Features

  • Cloud- based software able to predict inverter faults status before they actually occur

  • Most performing machine learning algorithms

  • Four Warning levels severity to prioritize O&M activities 

  • Quality Index Trend to understand warning evolution  

  • Action to solve suggestion

  • Easy visualization and comprehension of Machine Learning algorithms output

Benefits

  • Optimal Performance over time

  • Reduce Loss Production  

  • Improve O&M activities thanks to proactive approach

Input

The i-EM big data infrastructure allows to ingest and manipulate large and heterogeneous set of data from you plant collected with the most suitable solution according to your hardware and IT infrastructure. No additional hardware are required.

Core

The system leveraged on the cutting edge machine learning algorithms produces a Key Performance Indicator of the health status of the plant as well as four warning levels according to different fault severities. Those levels effectively helps to plan prioritized maintenance across the entire solar portfolio.

Output

The highly flexible output allows to meet your requirement. API, customized dashboards, or any other delivery format can be used.

API -> the KPI and warning severities can be delivered through API solution and integrated to your existing monitoring system / infrastructure.

Customized Dashboard -> dedicated web app / app to get immediately understanding of your assets status. 

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Contacts

Phone

+(39) 0586 095801

commercial offer Mail

sales@i-em.eu

Address

Headquarters: Via A. Lampredi 45 – 57121, Livorno (LI) Italy

Registered Office: Corso Ferrucci, 77/9 – 10138, Torino (TO) Italy