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Wireless surface acoustic wave resonator sensors: fast Fourier transform, empirical mode decomposition or wavelets for the frequency estimation in one shot? 无线表面声波谐振器传感器:快速傅里叶变换、经验模式分解还是小波来一次估计频率?
IF 1 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-11-16 DOI: 10.5194/jsss-12-247-2023
A. Scipioni, P. Rischette, Agnès Santori
Abstract. Most applications which measure physical quantities, especially in harsh environments, rely on surface acoustic wave resonators (SAWRs). Measuring the variation of the resonance frequency is a fundamental step in such cases. This article presents a comparison between three techniques for best determining the resonance frequency in one shot from the point of accuracy and uncertainty: fast Fourier transform (FFT), discrete wavelet transform (DWT) and empirical mode decomposition (EMD). After proposing a model for the generation of synthetic SAW signals, the question of wavelet choice is answered. The three techniques are applied to synthetic signals with different central frequencies and signal-to-noise ratios (SNRs). They are also tested on experimental signals with different sampling rates, number of samples and SNRs. Results are discussed in terms of the accuracy of the estimated frequency and measurement uncertainty. This study is successfully extended to SAWR temperature sensors.
摘要大多数测量物理量的应用,尤其是在恶劣环境中的应用,都依赖于表面声波谐振器(SAWR)。在这种情况下,测量共振频率的变化是一个基本步骤。本文从准确性和不确定性的角度出发,比较了快速傅立叶变换 (FFT)、离散小波变换 (DWT) 和经验模式分解 (EMD) 这三种一次性确定共振频率的最佳技术。在提出合成声表面波信号的生成模型后,我们回答了小波选择的问题。这三种技术被应用于具有不同中心频率和信噪比(SNR)的合成信号。它们还在具有不同采样率、采样数和信噪比的实验信号上进行了测试。从估计频率的准确性和测量不确定性的角度对结果进行了讨论。这项研究已成功扩展到 SAWR 温度传感器。
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引用次数: 0
Monitoring ammonia slip from large-scale selective catalytic reduction (SCR) systems in combined heat and power generation applications with field effect gas sensors 利用场效应气体传感器监测热电联产应用中大规模选择性催化还原(SCR)系统的氨泄漏
Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-05 DOI: 10.5194/jsss-12-235-2023
Lida Khajavizadeh, Mike Andersson
Abstract. Following tightened regulations, selective catalytic reduction (SCR) of nitrogen oxides (NOx) by ammonia (NH3) has over the last couple of decades found wider adoption as a means of reducing NOx emissions from e.g. power production and district heating plants. As in the SCR process NH3 injected into the flue gas reacts with and reduces NOx to nitrogen (N2) and water (H2O) on the surface of a specific catalyst, the NH3 injection has to be dynamically adjusted to match both instant and long-term variations in flue gas nitrogen oxide concentration in order to minimize NOx and NH3 emissions. One possibility of realizing such NH3 dosing control would be the real-time monitoring and feedback of downstream flue gas NOx and NH3 concentrations to the NH3 injection control unit. In this study the sensing characteristics and performance of SiC-based Metal Oxide Semiconductor Field Effect Transistor (MOSFET) sensors with a structurally tailored gas-sensitive gate contact of iridium (Ir) for in situ NH3 monitoring downstream from the SCR catalyst in a combined heat and power (CHP) plant have therefore been investigated and evaluated. The sensor's NH3 sensitivity and selectivity as well as the cross-sensitivity to common flue gas components – oxygen (O2), water vapour (H2O), nitric oxide (NO), nitrogen dioxide (NO2), carbon monoxide (CO), and a model hydrocarbon, ethene (C2H4) – were thereby investigated for relevant concentration ranges under controlled conditions in the laboratory. While, at the prescribed sensor operation temperature of 300 ∘C, the influence of H2O, CO, and C2H4 on the sensor's NH3 concentration reading could be regarded as practically insignificant, a moderate cross-sensitivity was observed between NH3 and NO2 and, to a lesser extent, between NH3 / NO and NH3 / O2. As the NOx concentration downstream from the SCR catalyst under normal SCR and power plant operation is expected to be considerably smaller than the NH3 concentration whenever any appreciable ammonia slip occurs, the observed NH3 / NOx cross-sensitivities may, however, be of less practical significance for ammonia monitoring in real flue gases downstream from the SCR catalyst. Furthermore, if required, the small influence of O2 concentration variations on the sensor reading may also be compensated for by utilizing the signal from a commercially available oxygen sensor. Judging from in situ measurements performed in a combined heat and power plant, the structurally tailored Ir gate field effect sensors also exhibit good NH3 sensitivity over the relevant 0–40 ppm range when directly exposed to real flue gases, offering an accuracy of ±3 ppm as well as low sensor signal drift, the latter most likely to further improve with regular zero-point calibration and thereby make the Ir gate MOSFET ammonia sensor a promising alternative for cost-efficient real-time ammonia slip monitoring or SCR system control in heat and/or power production plants.
摘要随着法规的收紧,在过去的几十年里,氨(NH3)选择性催化还原(SCR)氮氧化物(NOx)作为减少电力生产和区域供热厂等氮氧化物排放的一种手段被广泛采用。由于在SCR过程中,注入烟气中的NH3与特定催化剂表面的氮氧化物(N2)和水(H2O)发生反应并将NOx还原为氮氧化物,因此必须动态调整NH3的注入,以匹配烟气中氮氧化物浓度的即时和长期变化,从而最大限度地减少NOx和NH3的排放。实现这种NH3加药控制的一种可能是将下游烟气NOx和NH3浓度实时监测并反馈给NH3注入控制单元。因此,在本研究中,研究和评估了基于sic的金属氧化物半导体场效应晶体管(MOSFET)传感器的传感特性和性能,该传感器具有结构定制的气敏栅极触点铱(Ir),用于现场监测热电联产(CHP)电厂SCR催化剂下游的NH3。因此,在实验室受控条件下,研究了传感器对NH3的灵敏度和选择性以及对常见烟气组分——氧气(O2)、水蒸气(H2O)、一氧化氮(NO)、二氧化氮(NO2)、一氧化碳(CO)和模型碳氢化合物乙烯(C2H4)——的交叉灵敏度。在300°C的规定传感器工作温度下,H2O、CO和C2H4对传感器NH3浓度读数的影响几乎可以忽略不计,NH3和NO2之间有中等程度的交叉敏感性,NH3 / NO和NH3 / O2之间的交叉敏感性较小。由于在SCR和电厂正常运行情况下,SCR催化剂下游的NOx浓度预计在任何明显的氨滑发生时都要远远小于NH3浓度,因此所观察到的NH3 / NOx交叉灵敏度对于SCR催化剂下游实际烟气中的氨监测可能没有太大的实际意义。此外,如果需要,O2浓度变化对传感器读数的小影响也可以通过利用市售氧传感器的信号来补偿。从热电联产电厂进行的现场测量判断,当直接暴露于真实烟气时,结构量身定制的Ir门场效应传感器在相关的0-40 ppm范围内也表现出良好的NH3灵敏度,提供±3 ppm的精度以及低传感器信号漂移。后者最有可能通过定期零点校准进一步改进,从而使Ir栅极MOSFET氨传感器成为热电厂和/或发电厂中具有成本效益的实时氨滑监测或可控硅系统控制的有希望的替代方案。
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引用次数: 0
Analysis of thermal-offset drift of a high-resolution current probe using a planar Hall resistance sensor 利用平面霍尔电阻传感器分析高分辨率电流探针的热偏移漂移
IF 1 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-08-25 DOI: 10.5194/jsss-12-225-2023
N. K. Lee, Jaesoo Kim, Daesung Lee
Abstract. We developed a pin-type current probe with high sensitivity, targeting electrical-probing printed circuit boards (PCBs). The developed sensor showed good enough characteristics, with 1 mA resolution on current measurements and up to 1 MHz operating frequency for analyzing highly integrated PCBs. During its characterization, however, we experienced a monotonously varying output signal in the time range of a few tens of minutes. We modeled it as the thermal-offset drift, being caused by Joule heating during sensor operation, andshowed several solutions for reducing the offset by modifying the planar Hall resistance (PHR)layout and electric operation conditions and applying sensor circuitry withpulse width modulation.
摘要我们开发了一种高灵敏度的针型电流探头,目标是电探测印刷电路板(pcb)。所开发的传感器显示出足够好的特性,电流测量分辨率为1ma,工作频率高达1mhz,可用于分析高度集成的pcb。然而,在其表征过程中,我们在几十分钟的时间范围内经历了单调变化的输出信号。我们将其建模为由传感器工作过程中的焦耳加热引起的热偏置漂移,并通过改变平面霍尔电阻(PHR)布局和电气工作条件以及应用脉冲宽度调制的传感器电路来减少偏置。
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引用次数: 0
Development of a gas chromatography system coupled to a metal-oxide semiconductor (MOS) sensor, with compensation of the temperature effects on the column for the measurement of ethene 与金属氧化物半导体(MOS)传感器耦合的气相色谱系统的开发,该系统补偿了乙烯测量柱上的温度影响
IF 1 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-08-08 DOI: 10.5194/jsss-12-215-2023
Maximilian Koehne, Christopher Schmidt, Satnam Singh, Andreas Grasskamp, T. Sauerwald, Gina Zeh
Abstract. A possible way to reduce the size and complexity ofcommon gas chromatography (GC) systems is the economization of the columntemperature regulation system. To this end, a temperature compensationmethod was developed and validated on a benchtop GC-PDD (pulsed dischargedetector) with ethene. An in-house-developed algorithm correlates theretention index of a test gas to the retention index of a previouslyselected reference gas. To investigate further methods of cost reduction,commercial gas sensors were tested as cheap, sensitive, and versatiledetectors. Therefore, CO2 was chosen as a naturally occurring reference gas, while ethene was chosen as a maturity marker for climacteric fruits andhence as a test gas. A demonstrator, consisting of a simplesyringe injection system, a PLOT (porous layer open tubular) column boxed ina polystyrene-foam housing, a commercial MOS (metal-oxide semiconductor)sensor for the test gas, and a CO2-specific IR (infrared) sensor, wasused to set up a simple GC system and to apply this method ontest measurements. Sorption parameters for ethene and CO2 weredetermined via a van 't Hoff plot, where the entropy S was −11.982 J mol−1 K−1 ΔSEthene0 and 1.351 J mol−1 K−1 ΔSCarbondioxide0, and the enthalpy H was −20.622 kJ mol−1 ΔHEthene0 and −14.792 kJ mol−1 ΔHCarbondioxide0, respectively. Ethene (100 ppm) measurementsrevealed a system-specific correction term of 0.652 min. Furthermeasurements of ethene and interfering gases revealed a mean retention timefor ethene of 3.093 min; the mean predicted retention time is 3.099 min. Thedemonstrator was able to identify the test gas, ethene, as a function ofthe reference gas, CO2, in a first approach, without a column heatingsystem and in a gas mixture by applying a temperature compensation algorithmand a system-specific holdup time correction term.
摘要减少普通气相色谱(GC)系统的规模和复杂性的一种可能的方法是节省柱温调节系统。为此,开发了一种温度补偿方法,并在带有乙烯的台式GC-PDD(脉冲放电检测器)上进行了验证。内部开发的算法将测试气体的保留指数与先前选择的参考气体的保留指数相关联。为了进一步研究降低成本的方法,商用气体传感器作为廉价、灵敏和多用途的探测器进行了测试。因此,CO2被选为自然存在的参考气体,而乙烯被选为更年期水果的成熟度标志,因此被选为测试气体。演示器由简单的注射器注射系统、聚苯乙烯泡沫外壳内的PLOT(多孔层开管)柱、用于测试气体的商用MOS(金属氧化物半导体)传感器和二氧化碳特异性IR(红外)传感器组成,用于建立简单的气相色谱系统并将该方法应用于测试测量。通过van 't Hoff图确定了乙烯和CO2的吸附参数,其中熵S为- 11.982 J mol−1 K−1 ΔSEthene0和1.351 J mol−1 K−1 ΔSCarbondioxide0,焓H分别为- 20.622 kJ mol−1 ΔHEthene0和- 14.792 kJ mol−1 ΔHCarbondioxide0。乙烯(100 ppm)测量显示系统特定的校正期为0.652分钟。对乙烯和干扰气体的进一步测量表明,乙烯的平均保留时间为3.093分钟;平均预测停留时间为3.099 min。演示器能够在第一种方法中识别测试气体乙烯,作为参考气体CO2的函数,没有柱式加热系统,并且通过应用温度补偿算法和系统特定的保持时间校正项在气体混合物中。
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引用次数: 0
Methods to investigate the temperature distribution of heated ceramic gas sensors for high-temperature applications 方法研究高温应用的加热陶瓷气体传感器的温度分布
IF 1 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-07-13 DOI: 10.5194/jsss-12-205-2023
T. Wöhrl, J. Herrmann, J. Kita, R. Moos, G. Hagen
Abstract. The temperature-dependent properties of sensor films for measuring the concentration of various gas components affect, to a large extent, the sensor characteristics of planar gas sensors. Therefore, it is important to know the temperature distribution of the gas-sensitive films of suchsensors precisely. Using screen-printed thermocouples and a thermal-imagingcamera, two principles for determining the temperature profile of gassensors inside of a protection cap are shown and compared in this study. Thedata agree well, and the results can be used in future to determine theinfluences of varying flow and temperature conditions on the temperatureprofile of a sensor and to reduce such effects by adapting the periphery, e.g.,by designing appropriate protection caps.
摘要用于测量各种气体成分浓度的传感器膜的温度相关特性在很大程度上影响平面气体传感器的传感器特性。因此,准确地了解这种传感器的气敏膜的温度分布是很重要的。本研究使用丝网印刷热电偶和热成像相机,展示并比较了确定保护帽内气体传感器温度分布的两种原理。数据一致性很好,未来可以使用这些结果来确定不同流量和温度条件对传感器温度分布的影响,并通过调整外围来减少这种影响,例如通过设计合适的保护帽。
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引用次数: 1
New publication of the VDI/VDE guideline 3520 “Surface temperature measurement with contact thermometers” – contents and background of the development 新发布的VDI/VDE指南3520“接触式温度计表面温度测量”-内容和发展背景
IF 1 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-06-26 DOI: 10.5194/jsss-12-197-2023
S. Augustin, M. Schalles
Abstract. Temperature measurement at the surface of solids by means of contact thermometers has its own metrological characteristics, which arein contrast to characteristics of the measurement with immersed contactthermometers. They significantly influence the accuracy and the measurementuncertainty of the measured temperature and its deviations. Up to now, nonational or international guideline exists which deals with thedetermination of the static and dynamic measurement deviations. Therefore,the guideline committee “VDI/VDE-GMA FA 4.62 Contact Thermometry” hasdeveloped the new VDI (Association of German Engineers) and VDE (Association for Electrical, Electronic and Information Technologies) guideline 3520 “Surface temperature measurementwith contact thermometers”. It contains information about the most important properties of contact surface thermometers and error sources, and it presents typical measurement results for various applications. In addition, the parameters influencing the measurement result and test equipment for their determination are described, and concrete examples of thermometer data sheets are given.
摘要用接触式温度计测量固体表面的温度有其自身的计量特性,这与浸入式接触式温度计的测量特性是不同的。它们对被测温度及其偏差的精度和测量不确定度有显著影响。到目前为止,对于静态和动态测量偏差的确定,还没有国家或国际标准。因此,指南委员会“VDI/VDE- gma FA 4.62接触式测温”制定了新的VDI(德国工程师协会)和VDE(电气,电子和信息技术协会)指南3520“接触式温度计表面温度测量”。它包含有关接触面温度计和误差源的最重要特性的信息,并介绍了各种应用的典型测量结果。此外,还介绍了影响测量结果的参数及其确定的测试设备,并给出了温度计数据表的具体实例。
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引用次数: 0
Metrological assessment of a robotic total station for use in post-earthquake emergency conditions 用于震后紧急情况的机器人全站仪的计量评估
IF 1 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-06-15 DOI: 10.5194/jsss-12-187-2023
G. D'Emilia, E. Natale
Abstract. The paper provides synthetic indications regarding the measuring performances of procedures for using a robotic total station (RTS) in emergency situations, such as the survey of the structural conditions of buildings and the assessment of the safety level for rescue operations after the occurrence of an earthquake. Particular attention is paid to operative aspects that could impact on the performance of the system in this situation; specifically considered is the effect of the layout of the measurement setup and of the number of monitoring points, depending on the geometry of the site and of the considered buildings, because the criticality of emergency conditions imposes geometrical solutions which are far from having optimal solutions. The analysis is carried out with reference to two different buildings, which have different characteristics from the point of view of height and distance from the instrument, and that implies different geometrical constraints for the instrument during the acquisition of the monitoringpoints. The methodology allows the evaluation of the repeatability, reproducibility, and detection limit of a RTS, in field conditions, referring to a 1-year observation period, with reference to different quantities, like positions of the monitoring points and the inclination of walls and façades. In particular, the analysis of the geometrical characteristics of reduced configurations of the monitoring points has highlighted interesting aspects in view of defining a simplified procedure, which is also suitable for speeding up the acquisition of reliable data in emergency conditions.
摘要本文对机器人全站仪(RTS)在紧急情况下的测量性能进行了综合说明,如建筑物结构状况调查和地震发生后救援行动安全等级评估。在这种情况下,特别注意可能影响系统性能的操作方面;具体考虑的是测量装置的布局和监测点的数量的影响,这取决于场地和所考虑的建筑物的几何形状,因为紧急情况的严重性迫使几何解决方案远远不是最佳解决方案。分析参考了两座不同的建筑物,从高度和距离仪器的角度来看,这两座建筑物具有不同的特征,这意味着仪器在获取监测点时受到不同的几何约束。该方法允许在野外条件下评估RTS的可重复性、再现性和检测限,参考1年观察期,参考不同的数量,如监测点的位置和墙壁和斜坡的倾斜度。特别是,对监测点简化配置的几何特征的分析突出了确定简化程序的有趣方面,简化程序也适用于在紧急情况下加速获取可靠数据。
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引用次数: 0
Investigation of the degree of cross-linking of polyethylene and thermosets using absolute optical spectroscopy and Raman microscopy 用绝对光谱学和拉曼显微镜研究聚乙烯和热固性材料的交联程度
IF 1 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-06-06 DOI: 10.5194/jsss-12-175-2023
F. Bergmann, Norbert Halmen, C. Scalfi-happ, Dominik Reitzle, A. Kienle, Linda Mittelberg, B. Baudrit, T. Hochrein, M. Bastian
Abstract. In the research work presented here, an integrating sphere demonstrator which is suitable for the non-destructive determination of the degree of cross-linking or curing and has the potential for use as an at-line device for in-process quality assurance was assembled and explored. The measurement system allows the analysis of absorption and scattering coefficients of materials independently by means of absolute optical spectroscopy. The two optical parameters showed a good correlation with the degree of cross-linking of cross-linked polyethylene (PE-X) and the degree of curing of different thermosets and adhesives, each of which was determined using different reference methods (wet chemical analysis, differential scanning calorimetry (DSC), and dielectric analysis (DEA)). The results show that different PE-X materials can be distinguished well by their absorption and scattering in the visual (VIS) and near-infrared (NIR) wavelength range, respectively, and conclusions on their degree of cross-linking are possible. Also, the curing of resins can be monitored based on the absorption. In addition, Raman spectroscopy was used to achieve a better understanding of the material changes during the cross-linking of the materials. It also showed a good suitability for monitoring the curing processes in thermosets. In summary, the new method can be used to determine the crucial parameters of these industrial important material types and fulfils the great demand for fast, non-destructive testing, which can be carried out during the process or on the finished product.
摘要在本文介绍的研究工作中,组装并探索了一种适用于交联或固化程度无损检测的积分球演示器,该演示器有潜力用作过程质量保证的在线设备。该测量系统允许通过绝对光谱法独立分析材料的吸收系数和散射系数。这两个光学参数与交联聚乙烯(PE-X)的交联度以及不同热固性材料和粘合剂的固化度具有良好的相关性,每一个都使用不同的参考方法(湿化学分析、差示扫描量热法(DSC)和介电分析(DEA))进行测定。结果表明,不同的PE-X材料分别在可见光(VIS)和近红外(NIR)波长范围内的吸收和散射可以很好地区分,并且可以得出关于其交联度的结论。此外,树脂的固化可以基于吸收来监测。此外,拉曼光谱用于更好地了解材料交联过程中的材料变化。它还显示出很好的适用性来监测热固性树脂的固化过程。总之,新方法可用于确定这些工业重要材料类型的关键参数,并满足快速无损检测的巨大需求,该检测可在工艺过程中或在成品上进行。
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引用次数: 0
Inverse procedure for measuring piezoelectric material parameters using a single multi-electrode sample 反程序测量压电材料参数使用一个单一的多电极样品
Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-05-30 DOI: 10.5194/jsss-12-163-2023
Leander Claes, Nadine Feldmann, Veronika Schulze, Lars Meihost, Henrik Kuhlmann, Benjamin Jurgelucks, Andrea Walther, Bernd Henning
Abstract. An inverse measurement procedure for the determination of a full set of piezoelectric material parameters using a single sample is presented. The basis for the measurement procedure is a measurement of the frequency-dependent impedance of the sample. To yield sufficient sensitivity of this measurement with respect to all material parameters (mechanical, electrical, and coupling parameters), an optimal electrode configuration for the sample is determined before the inverse measurement procedure is realised using a novel topology optimisation approach. After initial estimates for the material parameters are provided by analytical expressions, a sensitivity-based, staged, local optimisation procedure yields material parameters for the sample by fitting the impedance of a finite element simulation model to the measured electrical impedance. Results for different absorption models as well as for different piezoelectric materials (hard, soft, and lead-free piezoceramics) are included.
摘要提出了一种利用单样品测定一整套压电材料参数的逆测量方法。测量程序的基础是测量样品的频率相关阻抗。为了对所有材料参数(机械、电气和耦合参数)产生足够的测量灵敏度,在使用新颖的拓扑优化方法实现反向测量程序之前,确定样品的最佳电极配置。在通过解析表达式提供材料参数的初始估计之后,通过将有限元模拟模型的阻抗拟合到测量的电阻抗,基于灵敏度的、分阶段的、局部优化程序产生样品的材料参数。包括不同吸收模型以及不同压电材料(硬、软、无铅压电陶瓷)的结果。
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引用次数: 0
Approximate sequential Bayesian filtering to estimate 222Rn emanation from 226Ra sources using spectral time series 使用谱时间序列估计226Ra源222Rn发射的近似序列贝叶斯滤波
IF 1 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-04-25 DOI: 10.5194/jsss-12-147-2023
F. Mertes, S. Röttger, A. Röttger
Abstract. A new approach to assess the emanation of 222Rn from226Ra sources based on γ-ray spectrometric measurements ispresented. While previous methods have resorted to steady-state treatment ofthe system, the method presented incorporates well-known radioactive decaykinetics into the inference procedure through the formulation of atheoretically motivated system model. The validity of the 222Rnemanation estimate is thereby extended to regimes of changing sourcebehavior, potentially enabling the development of source surveillancesystems in the future. The inference algorithms are based on approximaterecursive Bayesian estimation in a switching linear dynamical system,allowing regimes of changing emanation to be identified from the spectraltime series while providing reasonable filtering and smoothing performancein steady-state regimes. The derived method is applied to an empiricalγ-ray spectrometric time series obtained over 85 d and is able toprovide a time series of emanation estimates consistent with the physics ofthe emanation process.
摘要提出了一种基于γ射线光谱测量来评估226Ra源222Rn发射的新方法。虽然以前的方法都是对系统进行稳态处理,但所提出的方法通过建立数学激励系统模型,将著名的放射性衰变动力学纳入推理过程。因此,222R分析估计的有效性扩展到不断变化的源行为机制,有可能在未来开发源监测系统。推理算法基于切换线性动力系统中的近似递归贝叶斯估计,允许从谱时间序列中识别出变化的发射状态,同时在稳态状态下提供合理的滤波和平滑性能。将推导的方法应用于85年以上获得的经验γ射线光谱时间序列 d,并且能够提供与发射过程的物理性质一致的发射估计的时间序列。
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引用次数: 1
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Journal of Sensors and Sensor Systems
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