List of performed works
1. Development of intelligent components of integrated automated control systems.
Characteristics:
- preliminary data processing;
- export data in repositories;
- access to data at all hierarchical levels of the system;
- integration of external components into the universal SCADA environment.
2. Development of the VLSI complex for the synthesis of artificial neural networks in real time.
Characteristics:
- calculation of the sum of pair products;
- calculation of the transfer function;
- implementation of modules for managing learning process and functioning of the neural element;
- creation of neural elements of different type;
- implementation of different types of artificial neural networks.
3. Development of simulation system of wireless sensory networks for monitoring of the environment.
Characteristics:
- synthesis and verification of architectural solutions for the creation of wireless sensory networks for environmental monitoring;
- providing shorter network design time;
- choosing the best architectural solution for building a network;
- evaluation of network time characteristics.
4. Development of neural network technology for eliminating data gaps.
Characteristics:
- processing data from real-time sensors;
- processing information in databases;
- high speed with the establishment of linear or nonlinear dependencies between input data for one iteration.