학술논문

Model Predictive Direct Self-Control for Six-Step Operation of Permanent-Magnet Synchronous Machines
Document Type
Periodical
Source
IEEE Transactions on Power Electronics IEEE Trans. Power Electron. Power Electronics, IEEE Transactions on. 38(10):12416-12429 Oct, 2023
Subject
Power, Energy and Industry Applications
Aerospace
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Fields, Waves and Electromagnetics
General Topics for Engineers
Nuclear Engineering
Signal Processing and Analysis
Transportation
Voltage control
Couplings
Modulation
Torque
Control systems
Switches
Transient analysis
Direct self-control (DSC)
load-angle control (LAC)
maximum voltage utilization
model predictive direct self-control (MPDSC)
model predictive flux control (MPFC)
permanent-magnet synchronous machine (PMSM)
six steps
Language
ISSN
0885-8993
1941-0107
Abstract
The optimization of voltage utilization can boost electric drives' power and torque capabilities, which is of particular interest in transportation applications. However, this is a weak point of most control approaches, like linear field-oriented control (FOC) methods using standard modulation schemes. This article introduces the model predictive direct self-control (MPDSC) strategy, a modification of direct self-control for its application in a digital implementation to achieve maximum voltage utilization (i.e., six-step operation) for permanent-magnet synchronous machines. This solution is suitable for highly utilized machines with heavy magnetic (cross-)saturation and low sampling to fundamental frequency ratio. The modifications include using load-angle regulation to control the selected operating point and model prediction to compensate for the actuation delay. The proposed system can achieve six-step operation with accurate torque control and robustness against disturbances and parameter estimation inaccuracies. Comprehensive simulation and experimental results demonstrate the performance of the proposed MPDSC while operating at the voltage constraint. In particular, a transient rise time of 2.3 ms to maximum torque, current reduction for equal torque–speed operating point of up to 18%, and maximum torque increase for equal current amplitude of up to 15% compared to the conventional FOC have been empirically observed.