| The name of the base system (platform): | Artificial intelligence (AI, Artificial intelligence, AI) |
| Developers: | Clover Group |
| Branches: | Gas industry, Mineral extraction, Mechanical engineering and instrument making, Oil industry, Construction and industry of construction materials, Transport, Power |
| Technology: | BI, Big Data, EAM, MDM - Master Data Management - Management of the main master data |
The Russian platform of the intellectual analysis and data storage of Clover is a flexible system for analytics of Big Data of manufacturing enterprises. It is created for optimization of use of industrial equipment, planning of repairs and management of reliability.
The intellectual Clover platform is intended for processing and the analysis of Big industrial Data. It includes library of rules and MX model (MathExperience) Clover MX Predictive Analytics. Specialists of the company model behavior of objects on the basis of the description of physics of production and technology processes and develop unique engineering models which describe behavior of the equipment even in cases of insufficiency of data from sensors.
Based on the flexible platform different industry solutions of Ctrl2GO company for increase in efficiency of use of industrial equipment, planning of repairs and management of reliability are implemented. Such technology is applied in the railway industry mechanical engineering to power, petrogas and mining the industry.
2019: Solvable tasks. Features of the Clover platform
The tasks solved by the platform of the intellectual analysis and data storage of Clover as of May, 2019:
- Work with data: the platform collects and consolidates telemetry parameters on the entire period of operation of industrial equipment;
- Assessment and forecast of technical condition of the equipment: the platform makes calculations of the index of technical condition of health of a node of the equipment in real time and predicts time to an expected hardware failure;
- Identification of causes of failure of the equipment: the platform finds violations of the modes of statuses of an object in real time, builds dynamics of statuses of an object;
- Digitization of knowledge of engineers and experts: Using machine learning the platform studies up engineers and considers new expert rules in work
- Formation of uniform reference books: the platform is the centralized object of storage of the reference information in a system and its maintenance in current status.
Features of the platform:
- The ready replicated MH-models
- Online processing more than 10PB of data in a year
- Deployment on third-party software
- Use of artificial intelligence technologies with expert rules
As the platform of the intellectual analysis and data storage of Clover works:
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