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Improvements in Performance Analysis of Photovoltaic Systems: Array Power Monitoring in Pulse Width Modulation Charge Controllers

机译:光伏系统性能分析的改进:脉宽调制充电控制器中的阵列功率监控

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摘要

Various challenges should be considered when measuring photovoltaic array power and energy in pulse width modulation (PWM) charge controllers. These controllers are frequently used not only in stand-alone photovoltaic (SAPV) systems, but may also be found in photovoltaic (PV) self-consumption systems with battery storage connected to the electricity grid. An acceptable solution may be reached using expensive data acquisition systems (DASs), although this could be generally disproportionate to the relatively low cost of SAPV systems. Therefore, the aim of this paper is to develop new and effective monitoring techniques which will provide the PV array direct current (DC), output power (PA,dc), and PV array DC output energy (EA), thus avoiding the use of sophisticated DASs and providing high accuracy for the calculated parameters. Only transducers and electronic circuits that provide the average and true rms values of the PWM signals are needed. The estimation of these parameters through the aforementioned techniques showed high accuracy for both series and shunt PWM battery charge controllers. Normalized root mean square error (NRMSE) was lower than 2.4%, normalized mean bias error (NMBE) was between −1.5% and 1.1%, and mean absolute percentage error (MAPE) was within 1.6%.
机译:在脉宽调制(PWM)充电控制器中测量光伏阵列的功率和能量时,应考虑各种挑战。这些控制器不仅经常用于独立的光伏(SAPV)系统中,而且还可以用于将电池存储连接到电网的光伏(PV)自耗系统中。使用昂贵的数据采集系统(DAS)可以达到可接受的解决方案,尽管这通常与SAPV系统的相对较低成本不成比例。因此,本文的目的是开发新的有效监控技术,该技术将提供光伏阵列直流电(DC),输出功率(PA,dc)和光伏阵列直流电输出能量(EA),从而避免使用先进的DAS,并为计算的参数提供高精度。仅需要提供PWM信号的均方根值和真实rms值的换能器和电子电路。通过前述技术对这些参数的估计对于串联和并联PWM电池充电控制器均显示出很高的精度。归一化均方根误差(NRMSE)低于2.4%,归一化平均偏差误差(NMBE)在-1.5%至1.1%之间,平均绝对百分比误差(MAPE)在1.6%之内。

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