DETERMINATION OF THE QUALITATIVE INFLUENCE OF FACTORS ON THE SENSITIVITY OF THE CAPACITIVE HUMIDITY SENSOR OF A TWO-LAYER STRUCTURE BASED ON MULTIFACTOR DISPERSION ANALYSIS

L. Krylik
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Abstract

A multifactorial dispersion analysis was applied in order to qualitatively assess the influence of the following factors: thickness of the moisture-sensitive layer; the thickness of the polymer coating as a protective layer; the concentration of the NaCl salt solution as an adsorbent material and their combined effect on the sensitivity of the capacitive humidity sensor of the two-layer structure. Capacitive humidity sensors of a two-layer structure, made on a sitall substrate, served as experimental samples. The copper film, which forms the covers of the capacitive humidity sensors, is applied to the surface of the sitall substrate in the form of a meander. In the developed design, the moisture-sensitive layer is hygroscopic salt, which performs the function of a dielectric. A moisture-absorbing film of polymethylmethacrylate serves as a protective layer. A multifactorial plan is developed for the case of three qualitative factors. Using multifactorial dispersion analysis, it was proved that the response of the model, that is, the sensitivity of the capacitive humidity sensor of the two-layer structure, is influenced by such factors as the thickness of the protective layer, the concentration of the NaCl salt solution, as well as the combined effect of factors such as the thickness of the moisture-sensitive layer + the concentration of the salt solution; the thickness of the protective layer + concentration of the salt solution. That is, the difference in the response values of the model is related to the change in the value of the factor and cannot be caused only by its random nature. However, the response of the model is significantly affected by the combined effect of the factor − the thickness of the protective layer + the concentration of the salt solution. In this case, the value of Fisher’s criterion, which is observed in the experiment, significantly exceeds the critical value of Fisher’s criterion F >Fkr (13.01>4.49). The influence of such factors as the thickness of the moisture-sensitive layer; the thickness of the moisture-sensitive layer + the thickness of the protective layer; the thickness of the moisture-sensitive layer + the thickness of the protective layer + the concentration of the salt solution is insignificant, that is, the difference in the response values of the model is due to its random nature. Using the dispersion analysis of the influence of the factor, it was proved that the sensitivity of capacitive humidity sensors is affected not only by the concentration of the NaCl salt solution, which was used to create a moisture-sensitive layer, but also by the design of the sensor.
基于多因素色散分析的两层结构电容式湿度传感器灵敏度定性影响因素的确定
采用多因子色散分析定性评价了湿敏层厚度对土壤水分的影响;作为保护层的聚合物涂层的厚度;研究了作为吸附剂的NaCl盐溶液浓度及其对两层结构电容式湿度传感器灵敏度的综合影响。在小基板上制作两层结构的电容式湿度传感器作为实验样品。形成电容式湿度传感器外壳的铜膜以弯曲的形式涂覆在sitall衬底表面。在开发的设计中,湿敏层是吸湿盐,它起着介电的作用。聚甲基丙烯酸甲酯的吸湿膜作为保护层。针对三个定性因素的情况,提出了一个多因子计划。通过多因子色散分析,证明了模型的响应即两层结构电容式湿度传感器的灵敏度受保护层厚度、NaCl盐溶液浓度等因素的影响,以及湿敏层厚度+盐溶液浓度等因素的综合影响;保护层厚度+盐溶液浓度。也就是说,模型响应值的差异与因子值的变化有关,不能仅仅由其随机性引起。然而,模型的响应受到因子-保护层厚度+盐溶液浓度的综合影响。在这种情况下,实验中观察到的Fisher判据值明显超过Fisher判据的临界值F >Fkr(13.01>4.49)。湿敏层厚度等因素的影响;湿敏层厚度+保护层厚度;湿敏层的厚度+保护层的厚度+盐溶液的浓度是不显著的,即模型响应值的差异是由于其随机性。通过对影响因素的色散分析,证明了电容式湿度传感器的灵敏度不仅受制备湿敏层的NaCl盐溶液浓度的影响,而且受传感器设计的影响。
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