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Monte Carlo simulation for the prediction of precision of absorbance measurements with a miniature CCD spectrometer

机译:蒙特卡洛模拟用于使用微型CCD光谱仪预测吸光度测量的精度

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摘要

The precision characteristics of the absorbance measurements obtained with a low-cost miniature spectrometer incorporating an array detector were evaluated. Uncertainties in absorbance measurements were due to a combination of non-uniform light intensity and detector response over the wavelength range examined (350-850 nm), in conjunction with the digitization of the intensity indications and the intrinsic noise of the detecting elements. The precision characteristics are presented as contour plots displaying the expected RSD% of absorbances on the absorbance versus wavelength plane. The minimum RSD% for the spectrometer configuration tested was observed within the 0.2-1.5 absorbance units and 500-750 nm wavelength range. Without invoking signal enhancement features of the data-acquisition program (scan average, higher integration times, smoothing based on averaging the signal detected by adjacent pixels), the attainable precision within this range was 0.4-0.8%. A computer program based on Monte Carlo simulations was developed for the prediction of absorbance precision characteristics under various conditions of measurements.
机译:评估了使用装有阵列检测器的低成本微型光谱仪获得的吸光度测量值的精密度。吸光度测量的不确定性是由于在所检查的波长范围(350-850 nm)上的不均匀光强度和检测器响应的结合,以及强度指示的数字化和检测元件的固有噪声。精度特性以等高线图的形式显示,该轮廓图显示了在吸光度与波长平面上的吸光度的预期RSD%。在0.2-1.5吸光度单位和500-750 nm波长范围内观察到所测试光谱仪配置的最小RSD%。如果不使用数据采集程序的信号增强功能(扫描平均值,更高的积分时间,基于对相邻像素检测到的信号的平均进行平滑处理),则在此范围内可获得的精度为0.4-0.8%。开发了基于蒙特卡洛模拟的计算机程序,用于在各种测量条件下预测吸光度精度特征。

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