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基于分子光谱多元校正技术的硝酸羟铵基推进剂分析方法
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北京航天试验技术研究所

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Analysis Method of Hydroxylammonium Nitrate-Based Propellant Based on Molecular Spectroscopy Multivariate Calibration Technology
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Beijing Aerospace Test Technology Institute

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    摘要:

    为了实现硝酸羟铵基推进剂组分含量的一步式测定,解决现有测试方法流程复杂、分析周期长等问题,采用分子光谱多元校正技术,对硝酸羟铵基推进剂的分析方法进行了研究。通过采集硝酸羟铵基推进剂配制样品的近红外光谱,应用偏最小二乘法,选择最佳光谱预处理方法、最佳谱区、主成分数、剔除异常值,针对硝酸羟铵基推进剂中的4种主要组分,硝酸羟铵、硝酸盐A、助剂B及助剂C,建立了各自的近红外定量分析模型。所建模型效果均较好,校正集相关系数(RC)均在0.997以上,验证集相关系数(RP)均在0.990以上,校正标准误差(SEC)均在0.06以下,验证标准误差(SEP)均在0.09以下,且SEP/SEC均小于2。结果表明,近红外法(NIR)与手工滴定及气相色谱法具有较好的一致性,对于4种组分的测试结果偏差均小于0.10%。近红外法的测试精密度也较高,对硝酸羟铵及硝酸盐A的重复测试结果标准偏差均小于0.10%,对助剂B及助剂C的重复测试结果标准偏差均小于0.03%。所建立的定量分析模型及方法可对硝酸羟铵基推进剂进行简便、快速的一步式组分含量测定。

    Abstract:

    To achieve one-step determination of component contents in hydroxylammonium nitrate-based propellants (HAN-based propellant) and address issues like complex procedures and long analysis cycles of existing methods, molecular spectroscopy multivariate calibration technology was employed to develop the analytical method for such propellants. Near-infrared (NIR) spectra of prepared HAN-based propellant samples were acquired. Using partial least squares (PLS), the optimal spectral pretreatment methods, spectral regions, and number of principal components (NPC) were selected, and outliers were eliminated. Separate NIR quantitative analysis models were established for the four main components in the propellant: hydroxylammonium nitrate, nitrate A, additive B and additive C. All established models exhibit excellent performance. The correlation coefficients of the calibration set (RC) are all above 0.997, and those of the validation set (RP) are all above 0.990. The standard error of calibration (SEC) is below 0.06 for all models, and the standard error of prediction (SEP) is below 0.09. Additionally, the ratio of SEP to SEC is less than 2 for each model. The results show that the NIR method has good consistency with manual titration and gas chromatography (GC). The test deviations of the four components are all less than 0.10%. The NIR method also demonstrates high precision. The standard deviations (SD) of repeated tests for hydroxylammonium nitrate and nitrate A are less than 0.10%. For additive B and additive C, the SD of repeated tests are less than 0.03%. The established quantitative analysis models and method enable simple, rapid and one-step determination of component contents in HAN-based propellants.

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孟醒,甄江涛,徐林楠,等. 基于分子光谱多元校正技术的硝酸羟铵基推进剂分析方法[J]. 含能材料,DOI:10.11943/CJEM2025255.

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  • 收稿日期: 2025-11-29
  • 最后修改日期: 2026-03-15
  • 录用日期: 2026-02-11
  • 在线发布日期: 2026-03-09
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