eBigData

AI in Industry.
Product: AI4MFC AI4MFC
It is a collection of algorithms and
machine learning models that form
an IT system to control and optimize

the operation of pumps or compres-
sors. AI4MFC can control individual

gensets, genset assemblies, and
systems of genset assemblies. The

gensets can be from different manu-
facturers, be of different types and

models.

AI4MFC learns from the measure-
ment data the characteristics of the

controlled system, and applies the
acquired knowledge to the ongoing

optimization of its operation. The re-
sult is the minimization of the sys-
tem's energy consumption while ma-
intaining all recommendations and

technological constraints related to

the implemented technological pro-
cess. Benefits of AI4MFC
● Lower operating costs: lower energy
cost, up to 15%, and lower maintenance
costs (Predictive Maintenance);
● Reducing the carbon footprint;
● Increased stability of the implemented
processes in the production system and
its technological safety;
● Increased stability and safety of pump
and compressor operation.
AI4MFC applications
The technology can be used wherever the

flow of fluids is forced by pumps or com-
pressors:

● waterworks systems;
● melioration and maining;
● compressed air systems;
● refrigaration systems;
● fluid pumping stations.

AI4MFC implementations
AI4SC has been successfully implemented

at a wastewater treatment plant serving mo-
re than 1 million people daily. The level of

savings achieved is shown in the graph

above (links to article and movie of imple-
mentaion of the tool).