Neural Network Controller Based on Direct and Indirect Model Predictive for Modular Multilevel Converters
- Resource Type
- Conference
- Authors
- Yousefi, Niloufar; Ebrahimi, Javad; Bakhshai, Alireza
- Source
- 2023 25th European Conference on Power Electronics and Applications (EPE'23 ECCE Europe) Power Electronics and Applications (EPE'23 ECCE Europe), 2023 25th European Conference on. :1-8 Sep, 2023
- Subject
- Aerospace
Components, Circuits, Devices and Systems
Power, Energy and Industry Applications
Robotics and Control Systems
Transportation
Training
Multilevel converters
Simulation
Neural networks
Europe
Predictive models
Prediction algorithms
Modular Multilevel Converter
Model Predictive Control
Artificial Intelligence
Neural Networks
Machine Learning
- Language
This study compares control methods for Modular Multilevel Converters (MMC) in power electronics, proposing the use of artificial neural networks as an alternative solution to conventional model predictive control (MPC) with reduced calculation burden. Simulation results of an MMC with four submodules are presented.