The company needed a service for remote monitoring of an air separation plant and collection of data with a specific set of metrics. The project objective was to develop a mathematical model to optimize the process of maintaining equipment and a number of related business processes including: procurement, supply, client relationship management, financial services, and production planning. The service should collect, transform, and store data for further analysis, as well as for further solutions:

• For remote diagnostic maintenance
• For prognostic services 
• To determine the production function
• To analyze the impact of temperature, humidity, and ambient air composition on performance