3 citations · 3 across the 5 of their papers we have counts for
5 papers
Improving a Hybrid Algorithm for APCS Hierarchical Architecture Design via Hyperparameter Optimization
Ruslan Zakirzyanov
Automated process control systems, widely used in industry, have a hierarchical multi-level tree-based architecture and are built using specialized hardware and software. Construct…
Hybrid Metaheuristic Optimization of Distributed Control System Hardware Architecture with Model-Based Verification
Ruslan Zakirzyanov
Large-scale chemical plants rely on distributed process control systems (PCS) comprising numerous processing units, communication modules, and I/O devices interconnected via indust…
Bio-inspired metaheuristic optimization for hierarchical architecture design of industrial control systems
Ruslan Zakirzyanov
Automated process control systems (APCS) are widely used in modern industrial enterprises. They address three key objectives: ensuring the required quality of manufactured products…
Metaheuristic algorithm parameters selection for building an optimal hierarchical structure of a control system: a case study
Ruslan Zakirzyanov
Metaheuristic algorithms are currently widely used to solve a variety of optimization problems across various industries. This article discusses the application of a metaheuristic…
A method for optimizing the structure of the software and hardware complex of a distributed process control system for large industrial enterprises
Ruslan Zakirzyanov
The article proposes a method for optimizing the structure of the software and hardware complex of an automated control system for continuous technological processes for large indu…