학술논문

Finite-Control-Set Model-Predictive Control With Data-Driven Switching Frequency Control for Single-Phase Three-Level NPC Rectifiers
Document Type
Periodical
Source
IEEE Transactions on Industrial Electronics IEEE Trans. Ind. Electron. Industrial Electronics, IEEE Transactions on. 71(7):7180-7189 Jul, 2024
Subject
Power, Energy and Industry Applications
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
Control systems
Switching frequency
Switches
Data models
Topology
Mathematical models
Nonlinear dynamical systems
Data driven
finite-control-set model-predictive control (FCS-MPC)
switching frequency control
three-level rectifier
Language
ISSN
0278-0046
1557-9948
Abstract
A data-driven switching frequency control method based on finite-control-set model-predictive control (FCS-MPC) for single-phase three-level neutral-point-clamped rectifiers is proposed to achieve the accurate control of the switching frequency. Taking the switching weighting factor as input and the average switching frequency within a fixed sliding window time as output, a compact-form dynamic linearization method is used to establish an equivalent dynamic linearized data model at each dynamic operating point of the closed-loop system. Based on this data model, a data-driven controller is designed to control the switching frequency. Simulation and experimental results prove the correctness and superiority of the proposed FCS-MPC with the data-driven switching frequency control scheme.