六相永磁同步电机快速容错MPC策略:优化转矩稳定性,相变过程中的电流约束管理

IF 3.6 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Peter Nkwocha Harmony;Ahmed H. Okilly;Cheolgyu Kim;Do-Wan Kim;Seungdeog Choi;Jeihoon Baek
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引用次数: 0

摘要

六相永磁同步电机(pmms)提供了更好的容错性和可靠性,使其非常适合航空航天和混合动力电动汽车系统等关键应用。然而,在故障情况下保证转矩稳定性,同时保持相电流在安全范围内,这是一个相当大的挑战。当相位故障发生时,传统的控制策略难以重新分配电流,导致转矩振荡,并可能破坏剩余健康相位的电流水平。本文提出了一种容错模型预测控制(FT-MPC)策略,在严格遵守峰值电流约束的情况下,优化六相永磁同步电机的电流分布,以保持平稳的转矩输出。该方法采用预测模型来计算从六相过渡到三相运行期间的最佳电流参考,实现了平衡扭矩维护和电流限制要求的成本函数。通过对一台3kw六相PMSM装置的仿真分析和实验测试,验证了FT-MPC在各种故障情况下的有效性,并将其与传统控制器进行了比较。与传统控制器相比,所提出的方法在保持转矩在参考值内的同时,防止了在相位切换瞬态期间的电流峰值。此外,控制器成功地将健康相位的电流限制在预定阈值以下,在最大限度地提高可用扭矩的同时防止热损伤。综合实验结果表明,FT-MPC方法显著提高了系统在故障条件下的可靠性和性能。它特别适用于电动汽车推进系统、航空航天应用和其他需要容错操作的安全关键型工业驱动器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rapid Fault-Tolerant MPC Strategy for Six-Phase PMSMs: Optimizing Torque Stability, Current Constraint Management During Phase Transition
Six-phase permanent magnet synchronous machines (PMSMs) provide improved fault tolerance and reliability, making them well-suited for critical applications like aerospace and hybrid electric vehicle systems. Nonetheless, guaranteeing torque stability while keeping phase currents within safe limits during fault scenarios poses considerable challenges. Conventional control strategies struggle with current redistribution when phase faults occur, leading to torque oscillations and potentially damaging current levels in remaining healthy phases. This paper proposes a Fault-Tolerant Model Predictive Control (FT-MPC) strategy that optimizes current distribution in six-phase PMSMs to maintain smooth torque output while strictly adhering to peak current constraints. The proposed approach employs a predictive model to calculate optimal current references during the transition from six-phase to three-phase operation, implementing a cost function that balances torque maintenance with current limitation requirements. Simulation analysis and experimental testing on a 3 kW six-phase PMSM setup are conducted to validate the effectiveness of the proposed FT-MPC under various fault scenarios, comparing it with the conventional controllers. Compared to conventional controllers, the proposed method prevents current spikes during phase-switching transients while maintaining torque within reference values. Additionally, the controller successfully limits currents in healthy phases to remain below predetermined thresholds, preventing thermal damage while maximizing available torque. The comprehensive experimental results confirm that the FT-MPC approach significantly enhances system reliability and performance during fault conditions. It is particularly suitable for electric vehicle propulsion systems, aerospace applications, and other safety-critical industrial drives requiring fault-tolerant operation.
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来源期刊
IEEE Access
IEEE Access COMPUTER SCIENCE, INFORMATION SYSTEMSENGIN-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
9.80
自引率
7.70%
发文量
6673
审稿时长
6 weeks
期刊介绍: IEEE Access® is a multidisciplinary, open access (OA), applications-oriented, all-electronic archival journal that continuously presents the results of original research or development across all of IEEE''s fields of interest. IEEE Access will publish articles that are of high interest to readers, original, technically correct, and clearly presented. Supported by author publication charges (APC), its hallmarks are a rapid peer review and publication process with open access to all readers. Unlike IEEE''s traditional Transactions or Journals, reviews are "binary", in that reviewers will either Accept or Reject an article in the form it is submitted in order to achieve rapid turnaround. Especially encouraged are submissions on: Multidisciplinary topics, or applications-oriented articles and negative results that do not fit within the scope of IEEE''s traditional journals. Practical articles discussing new experiments or measurement techniques, interesting solutions to engineering. Development of new or improved fabrication or manufacturing techniques. Reviews or survey articles of new or evolving fields oriented to assist others in understanding the new area.
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