This paper proposes a single-ended fault detection scheme for long transmission lines using support vector machine(SVM)for multi-terminal direct current systems based on modular multilevel converter(MMC-MTDC).The sche...This paper proposes a single-ended fault detection scheme for long transmission lines using support vector machine(SVM)for multi-terminal direct current systems based on modular multilevel converter(MMC-MTDC).The scheme overcomes existing detection difficulties in the protection of long transmission lines resulting from high grounding resistance and attenuation,and also avoids the sophisticated process of threshold value selection.The high-frequency components in the measured voltage extracted by a wavelet transform and the amplitude of the zero-mode set of the positive-sequence voltage are the inputs to a trained SVM.The output of the SVM determines the fault type.A model of a four-terminal DC power grid with overhead transmission lines is built in PSCAD/EMTDC.Simulation results of EMTDC confirm that the proposed scheme achieves 100%accuracy in detecting short-circuit faults with high resistance on long transmission lines.The proposed scheme eliminates mal-operation of DC circuit breakers when faced with power order changes or AC-side faults.Its robustness and time delay are also assessed and shown to have no perceptible effect on the speed and accuracy of the detection scheme,thus ensuring its reliability and stability.展开更多
在传统控制方式下,柔性直流输电(voltage source converter based high voltage direct current,VSC-HVDC)系统换流站难以有效参与电网动态调节,而虚拟同步电机技术通过合适的控制设计使得换流器单元能够为系统提供惯性支撑,已引起广泛...在传统控制方式下,柔性直流输电(voltage source converter based high voltage direct current,VSC-HVDC)系统换流站难以有效参与电网动态调节,而虚拟同步电机技术通过合适的控制设计使得换流器单元能够为系统提供惯性支撑,已引起广泛关注。首先结合VSC-HVDC系统数学模型,分析换流站等效为同步电机的可行性,给出基于虚拟同步电机技术的换流站控制方案。其次,针对整流侧换流站,在动态过程中将逆变侧等效为一个恒功率负载,建立虚拟同步电机内环和电压外环的小信号数学模型,分析并给出一种系统化的控制参数设计方法。最后,通过仿真分析验证文中理论分析的正确性和参数设计方法的有效性。展开更多
在分析直流电机与曲柄摇杆机构数学模型的基础上,针对这类非线性、复杂系统的模型特点,提出了一种Matlab/simulink与m函数嵌套的建模方法,完成了直流电机—曲柄摇杆机构的simulink模型。为了获得稳定的曲柄转速,提出了基于CMAC(Cerebell...在分析直流电机与曲柄摇杆机构数学模型的基础上,针对这类非线性、复杂系统的模型特点,提出了一种Matlab/simulink与m函数嵌套的建模方法,完成了直流电机—曲柄摇杆机构的simulink模型。为了获得稳定的曲柄转速,提出了基于CMAC(Cerebellar Model Articulation Controller小脑神经网络)与PID并行的控制算法。仿真结果表明,该建模方法可行,控制方法能有效地降低曲柄的速度波动。展开更多
文摘This paper proposes a single-ended fault detection scheme for long transmission lines using support vector machine(SVM)for multi-terminal direct current systems based on modular multilevel converter(MMC-MTDC).The scheme overcomes existing detection difficulties in the protection of long transmission lines resulting from high grounding resistance and attenuation,and also avoids the sophisticated process of threshold value selection.The high-frequency components in the measured voltage extracted by a wavelet transform and the amplitude of the zero-mode set of the positive-sequence voltage are the inputs to a trained SVM.The output of the SVM determines the fault type.A model of a four-terminal DC power grid with overhead transmission lines is built in PSCAD/EMTDC.Simulation results of EMTDC confirm that the proposed scheme achieves 100%accuracy in detecting short-circuit faults with high resistance on long transmission lines.The proposed scheme eliminates mal-operation of DC circuit breakers when faced with power order changes or AC-side faults.Its robustness and time delay are also assessed and shown to have no perceptible effect on the speed and accuracy of the detection scheme,thus ensuring its reliability and stability.
文摘在传统控制方式下,柔性直流输电(voltage source converter based high voltage direct current,VSC-HVDC)系统换流站难以有效参与电网动态调节,而虚拟同步电机技术通过合适的控制设计使得换流器单元能够为系统提供惯性支撑,已引起广泛关注。首先结合VSC-HVDC系统数学模型,分析换流站等效为同步电机的可行性,给出基于虚拟同步电机技术的换流站控制方案。其次,针对整流侧换流站,在动态过程中将逆变侧等效为一个恒功率负载,建立虚拟同步电机内环和电压外环的小信号数学模型,分析并给出一种系统化的控制参数设计方法。最后,通过仿真分析验证文中理论分析的正确性和参数设计方法的有效性。
文摘在分析直流电机与曲柄摇杆机构数学模型的基础上,针对这类非线性、复杂系统的模型特点,提出了一种Matlab/simulink与m函数嵌套的建模方法,完成了直流电机—曲柄摇杆机构的simulink模型。为了获得稳定的曲柄转速,提出了基于CMAC(Cerebellar Model Articulation Controller小脑神经网络)与PID并行的控制算法。仿真结果表明,该建模方法可行,控制方法能有效地降低曲柄的速度波动。
