城市轨道交通车站配电变压器电能质量综合评价与时空特性分析

Comprehensive Evaluation and Spatio-temporal Characteristics Analysis of Power Quality for Distribution Transformers in Urban Rail Transit Stations

  • 摘要:
    目的 电能质量是保障城市轨道交通供电系统安全、稳定、高效运行的关键因素,针对现有电能质量管理系统采集周期长、时间间隔大的数据特点,构建一种基于熵权法的多指标综合评价体系,以实现对城市轨道交通配电系统电能质量的精准量化与动态监测。
    方法 以合肥市某城市轨道交通车站配电变压器连续实测数据为例,选取系统频率偏差、三相THDi(电流总谐波畸变率)、三相THDu(电压总谐波畸变率)、三相电压不平衡度、功率因数偏差及三相电压波动率6项关键指标,构建覆盖稳态与动态特性的多维度评价框架。采用熵权法对各指标进行客观赋权,避免主观判断带来的偏差;引入非线性评分函数,将原始数据映射为标准化评分值,并依据评分区间划分电能质量等级,进而实现从数据采集到等级判定的全流程自动化评估。
    结果及结论 熵权法计算结果表明:三相电压波动率(权重为0.22)和三相THDi(权重为0.20)为影响该车站配电变压器电能质量的核心指标。综合评分结果表明:研究对象的电能质量整体处于良好水平(均值为87.2分),其中,优秀等级占比为27.2%、良好等级占比为72.0%,且评分在用电高峰时段呈现出规律性劣化特征。

     

    Abstract:
    Objective Power quality is a critical factor for the safe, stable, and efficient operation of urban rail transit (hereinafter referred to as URT) power supply systems. Addressing the data characteristics of existing power quality management systems, such as long collection cycles and large time intervals, a multi-indicator comprehensive evaluation system based on the EWM (entropy weight method) is constructed to achieve precise quantification and dynamic monitoring of power quality in URT distribution systems.
    Method Taking the continuous field measurement data from the distribution transformer at an URT station in Hefei City as a case study, six key indicators—system frequency deviation, three-phase THDi (total harmonic distortion of current), three-phase THDu (total harmonic distortion of voltage), three-phase voltage unbalance, power factor deviation, and three-phase voltage fluctuation rate—are selected to build a multi-dimensional evaluation framework covering both steady-state and dynamic characteristics. The EWM is employed to objectively assign weights to each indicator, avoiding bias caused by subjective judgment. A non-linear scoring function is introduced to map raw data into standardized score values, and the power quality levels are categorized based on score intervals, thereby achieving full-process automated assessment from data collection to level determination.
    Result & Conclusion  The EWM calculation results indicate that the three-phase voltage fluctuation rate (weight of 0.22) and the three-phase THDi (weight of 0.20) are the core indicators affecting the power quality of the station's distribution transformer. The comprehensive scoring results show that the overall power quality of the research object is at a good level (mean value of 87.2 points), with the "excellent" grade accounting for 27.2% and the "good" grade accounting for 72.0%. Furthermore, a regular pattern of degradation in scores is observed during peak electricity consumption periods.

     

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