List of performed works
1. Development of intelligent components of integrated automated control systems.
- 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.
- 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.
- 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.
- 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.