Equivalent Three-Vector-Based Model Predictive Control With Duty-Cycle Reconstruction for PMSM
Эквивалентное модельно-прогнозирующее управление на основе трех векторов с реконструкцией скважности для ПМРД
2023-05-01
SCID: 54.1/a8dcffz3
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double-vector-based MPCduty-cycle reconstructionmodel predictive current controlpermanent magnet synchronous motorthree-vector-based model predictive control
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Abstract (AI)
The conventional model predictive control (MPC) uses a single voltage vector for every control cycle that makes the cost function minimized through the enumeration process, which will result in relatively high steady-state fluctuation and significant computational overhead. MPCs steady-state performance can be enhanced by adding duty-cycle control and generalized double-vector control, although this increases the complexity of the control algorithm. To enhance the permanent magnet synchronous motor performance while lowering algorithm complexity, an equivalent three-vector-based model predictive current control with duty-cycle reconstruction is proposed. This method eliminates the enumeration process and lowers the computational overhead in the modified voltage vector space. The steady-state performance is further enhanced using the three-phase duty-cycle reconstruction. The validity and feasibility of the proposed MPC are confirmed by comparing it with a double-vector-based MPC and three three-vector-based MPC.
Key Findings
1
Method eliminates the enumeration process by operating in a modified voltage vector space, lowering computational overhead.
2
Proposes an equivalent three-vector-based model predictive current control (MPC) with duty-cycle reconstruction for PMSM to reduce algorithm complexity.
3
Three-phase duty-cycle reconstruction further enhances steady-state performance compared to single-vector MPC.
4
Validity and feasibility are confirmed by comparison with double-vector-based MPC and three different three-vector-based MPCs.
Research Object
Permanent magnet synchronous motor (PMSM) controlled by model predictive current control using equivalent three-vector-based voltage modulation with duty-cycle reconstruction
Research Subject
Improving steady-state performance and reducing computational complexity of model predictive control by using an equivalent three-vector-based MPC scheme and three-phase duty-cycle reconstruction instead of enumeration/double-vector methods
Publication Details
Publication Date
2023-05-01
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