Development of a Knowledge Base for a Unified Artificial Immune System for Complex Objects Control

Nowadays one of the priority research areas for achieving technical progress within the Industry 4.0 program is the development of artificial intelligence and the introduction of innovations based on it into real industrial production. The article discusses the latest achievements in the integration...

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Veröffentlicht in:2021 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM) S. 807 - 811
Hauptverfasser: Samigulina, G., Samigulina, Z.
Format: Tagungsbericht
Sprache:Englisch
Veröffentlicht: IEEE 17.05.2021
Schlagworte:
complex objects control
Control systems
knowledge base
Knowledge based systems
modified algorithms of artificial immune systems
Oils
Process control
Production
Search problems
Technological innovation
unified artificial immune system
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Zusammenfassung:Nowadays one of the priority research areas for achieving technical progress within the Industry 4.0 program is the development of artificial intelligence and the introduction of innovations based on it into real industrial production. The article discusses the latest achievements in the integration of microprocessor control systems with artificial intelligence methods. There is being developed a knowledge base using modified algorithms for a unified artificial immune system (UAIS) for complex objects control in the oil and gas industry. The architecture of UAIS is presented on the example of the TengizChevroil enterprise technological process. The development of a rule base for optimal scenarios for technological process control is considered using the example of Unit 700 for gas fractionation
DOI:10.1109/ICIEAM51226.2021.9446418