Bond graph modeling and fault injection of CRH5 traction system

Chuanyu Zhang, Xiuli Wang, N. Lu, B. Jiang
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引用次数: 3

Abstract

CRH5 electric multiple unit (EMU) traction system is a multi-domain mechatronical system with complex structure. Mechanisms on various faults or failures are not clear yet. To develop accurate system model for fault prognosis, diagnosis and propagation analysis, bond graph (BG) theory is adopted due to its unique ability in multi-domain modeling and clear cause-effect representation. With the aid of a commercial software (20-SIM), a BG topological structure model which contains inverter, motor and gearbox, and direct torque control (DTC) unit have been developed, where DTC control the stator flux and electromagnetic torque. Common faults in EMU traction system such as motor and sensor faults are injected into the BG model. Broken rotor bar fault in driving motors is simulated by increasing gradually the number of broken bars. Three kinds of speed sensor faults are also injected to analyze their influences to the whole traction system. The simulation results are well in accordance with real CRH5 traction systems. The developed model can provide a useful platform for the study and verification of fault prognosis, diagnosis and propagation methods.
CRH5牵引系统键合图建模与故障注入
CRH5型动车组牵引系统是一个结构复杂的多域机电系统。各种故障或失败的机制尚不清楚。为了建立准确的系统模型进行故障预测、诊断和传播分析,采用了键合图(bond graph, BG)理论,该理论具有独特的多域建模能力和清晰的因果表示。借助商业软件(20-SIM),建立了包含逆变器、电机、齿轮箱和直接转矩控制(DTC)单元的BG拓扑结构模型,其中DTC控制定子磁链和电磁转矩。将动车组牵引系统中常见的电机故障、传感器故障等故障注入到BG模型中。通过逐步增加断条数来模拟驱动电机转子断条故障。并对三种速度传感器故障进行了分析,分析了它们对整个牵引系统的影响。仿真结果与实际CRH5牵引系统吻合较好。该模型可为故障预测、诊断和传播方法的研究和验证提供一个有益的平台。
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