CN113343520B - Method, system, equipment and storage medium for improving temperature stability of silicon-based resonant sensor - Google Patents
Method, system, equipment and storage medium for improving temperature stability of silicon-based resonant sensor Download PDFInfo
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Abstract
本申请实施例提供一种硅基谐振式传感器温度稳定性提升方法、系统、设备及存储介质,涉及微机电传感器技术领域,采用本申请提供的硅基谐振式传感器温度稳定性提升方法,按照晶向角优化步长增加谐振式传感器的晶向角进行搜索,对于每一次搜索,在多个测试温度下对所述谐振式传感器进行模态仿真,获取在该晶向角下的谐振频率温度变化量,搜索完成后汇总谐振频率温度变化量找到最优晶向角。本申请可以高效、便捷地确定使硅谐振式传感器频率温度漂移最小的加工晶向,提升传感器的温度稳定性。
Embodiments of the present application provide a method, system, device, and storage medium for improving the temperature stability of a silicon-based resonant sensor, which relate to the technical field of microelectromechanical sensors. The crystal orientation angle of the resonant sensor is increased in the angle optimization step size to search. For each search, the modal simulation of the resonant sensor is performed at multiple test temperatures, and the temperature change of the resonant frequency at the crystal orientation angle is obtained. After the search is completed, the resonant frequency temperature change is aggregated to find the optimal crystal orientation angle. The present application can efficiently and conveniently determine the processing crystal orientation that minimizes the frequency temperature drift of the silicon resonant sensor, thereby improving the temperature stability of the sensor.
Description
技术领域technical field
本申请实施例涉及微机电传感器技术领域,具体而言,涉及一种硅基谐振式传感器温度稳定性提升方法、系统、设备及存储介质。Embodiments of the present application relate to the technical field of microelectromechanical sensors, and in particular, to a method, system, device, and storage medium for improving temperature stability of a silicon-based resonant sensor.
背景技术Background technique
微谐振式传感器是用微纳工艺加工的特征尺寸在微米量级的谐振式器件,包括微谐振式陀螺、微谐振加速度计、微谐振磁力计、微谐振压力计、等重要传感器。以硅为基础加工材料的谐振式传感器,更以其体积小、成本低、适于批量加工,易于与CMOS电路集成等优点,已逐渐成为主流技术,广泛应用在各个领域。Micro-resonant sensors are resonant devices with feature sizes in the micron order processed by micro-nano technology, including micro-resonant gyroscopes, micro-resonance accelerometers, micro-resonance magnetometers, micro-resonance pressure gauges, and other important sensors. Silicon-based resonant sensors have gradually become the mainstream technology and are widely used in various fields due to their advantages of small size, low cost, suitable for batch processing, and easy integration with CMOS circuits.
硅基谐振式传感器的主要结构为硅微谐振器,工作原理通常是把某一待测物理量或化学量通过刚度变化或者质量变化转换为谐振器本身的谐振频率的变化,再通过检测谐振频率的变化获取待测量的大小。因此谐振器的频率稳定性,尤其是温变环境下的频率稳定性直接影响着传感器的性能指标。The main structure of the silicon-based resonant sensor is a silicon micro-resonator. The working principle is usually to convert a physical or chemical quantity to be measured into the change of the resonant frequency of the resonator itself through the change of stiffness or mass, and then to detect the change of the resonant frequency. Variation gets the size to be measured. Therefore, the frequency stability of the resonator, especially in the temperature-changing environment, directly affects the performance index of the sensor.
为了提升硅基谐振式传感器的温度性能,通常将传感器设计成双谐振器差分模式,通过差分减小因单个谐振器带来的频率温度漂移。但由于加工误差,两谐振器参数并不完全一致,仍然会带来温度漂移。In order to improve the temperature performance of the silicon-based resonant sensor, the sensor is usually designed as a dual-resonator differential mode, and the frequency temperature drift caused by a single resonator is reduced by differential. However, due to processing errors, the parameters of the two resonators are not exactly the same, which will still bring temperature drift.
发明内容SUMMARY OF THE INVENTION
本申请实施例提供一种硅基谐振式传感器温度稳定性提升方法、系统、设备及存储介质,旨在解决现有硅基谐振式传感器在温变环境下的频率稳定性差的问题。Embodiments of the present application provide a method, system, device, and storage medium for improving the temperature stability of a silicon-based resonant sensor, aiming to solve the problem of poor frequency stability of the existing silicon-based resonant sensor in a temperature-changing environment.
本申请实施例第一方面提供一种硅基谐振式传感器温度稳定性提升方法,所述硅基谐振式传感器包括至少一个谐振式传感器,所述方法包括:A first aspect of an embodiment of the present application provides a method for improving temperature stability of a silicon-based resonant sensor, where the silicon-based resonant sensor includes at least one resonant sensor, and the method includes:
执行搜索步骤,所述搜索步骤具体包括:A search step is performed, and the search step specifically includes:
按照晶向角优化步长增加所述谐振式传感器的晶向角;Increase the crystal orientation angle of the resonant sensor according to the crystal orientation angle optimization step size;
判断所述谐振式传感器的晶向角是否大于所述预设阈值;judging whether the crystal orientation angle of the resonant sensor is greater than the preset threshold;
若所述谐振式传感器的晶向角不大于所述预设阈值,将所述谐振式传感器的振动轴向与所述晶向角对齐;If the crystallographic angle of the resonant sensor is not greater than the preset threshold, align the vibration axis of the resonant sensor with the crystallographic angle;
在多个测试温度下对所述谐振式传感器进行模态仿真,汇总每个测试温度点的模态仿真结果,获取在该晶向角下的谐振频率温度变化量;Perform modal simulation on the resonant sensor at multiple test temperatures, summarize the modal simulation results at each test temperature point, and obtain the temperature change of the resonant frequency at the crystal orientation angle;
重复执行所述搜索步骤直到所述谐振式传感器的晶向角小于预设阈值;Repeatedly performing the searching step until the crystal orientation angle of the resonant sensor is less than a preset threshold;
选取谐振频率温度变化量的最小值所对应的晶向角作为最优晶向角,根据所述最优晶向角加工谐振传感器。The crystallographic orientation angle corresponding to the minimum value of the temperature variation of the resonant frequency is selected as the optimal crystallographic orientation angle, and the resonant sensor is processed according to the optimal crystallographic orientation angle.
可选地,所述硅基谐振式传感器采用{100}规格或{110}规格的硅片。Optionally, the silicon-based resonant sensor adopts a silicon wafer of {100} specification or {110} specification.
可选地,所述方法还包括:Optionally, the method further includes:
沿硅片切边的晶向沿方向定义起始的晶向角,所述起始的晶向角为0°。The crystal orientation along the cutting edge of the silicon wafer defines the initial crystal orientation angle, and the initial crystal orientation angle is 0°.
可选地,所述方法还包括:Optionally, the method further includes:
当所述硅基谐振式传感器采用{100}规格的硅片时,所述预设阈值为45°;When the silicon-based resonant sensor adopts a silicon wafer of {100} specification, the preset threshold is 45°;
当所述硅基谐振式传感器采用{110}规格的硅片时,所述预设阈值为90°。When the silicon-based resonant sensor adopts a silicon wafer of {110} specification, the preset threshold is 90°.
可选地,获取在该晶向角下的谐振频率温度变化量,包括:Optionally, obtaining the temperature variation of the resonant frequency at the crystallographic angle, including:
遍历每个测试温度点的模态仿真结果,获取所述谐振式传感器在该晶向角下谐振频率的最大值和最小值;Traverse the modal simulation results of each test temperature point, and obtain the maximum and minimum values of the resonant frequency of the resonant sensor at the crystal orientation angle;
计算所述谐振频率的最大值和最小值之差,将所述差作为所述谐振频率温度变化量。The difference between the maximum value and the minimum value of the resonance frequency is calculated, and the difference is used as the temperature change amount of the resonance frequency.
可选地,包括多个谐振式传感器,所述方法还包括:Optionally, including a plurality of resonant sensors, the method further includes:
在确定出所述多个硅基谐振式传感器中的任一硅基谐振式传感器对应的最优晶向角时,根据最优晶向角确定所述多个硅基谐振式传感器的工作振动模态。When the optimal crystal orientation angle corresponding to any one of the multiple silicon-based resonant sensors is determined, the working vibration mode of the multiple silicon-based resonant sensors is determined according to the optimal crystal orientation angle state.
可选地,所述根据目标最优晶向角确定所述多个硅基谐振式传感器的工作振动模态,包括:Optionally, the determining the working vibration modes of the multiple silicon-based resonant sensors according to the target optimal crystal orientation angle includes:
将所述多个谐振式传感器的工作振动模态加工为轴向共线,其中,所述轴向共线表征所述多个谐振式传感器共用同一个最优晶向角;processing the working vibration modes of the plurality of resonant sensors into axial collinearity, wherein the axial collinearity indicates that the plurality of resonant sensors share the same optimal crystal orientation angle;
或者,将所述多个谐振式传感器的工作振动模态加工为正交,其中,所述正交表征所述多个谐振式传感器中的部分谐振式传感器共用同一个目标最优晶向角,其余谐振式传感器与所述部分谐振式传感器呈正交。Or, the working vibration modes of the plurality of resonant sensors are processed to be orthogonal, wherein the orthogonality indicates that some of the resonant sensors in the plurality of resonant sensors share the same target optimal crystallographic angle, The remaining resonant sensors are orthogonal to the partially resonant sensor.
本申请实施例第二方面提供一种硅基谐振式传感器温度稳定性提升系统,所述硅基谐振式传感器包括至少一个谐振式传感器,所述系统包括:A second aspect of an embodiment of the present application provides a system for improving temperature stability of a silicon-based resonant sensor, the silicon-based resonant sensor includes at least one resonant sensor, and the system includes:
搜索模块,用于执行搜索步骤,所述搜索步骤具体包括:A search module, configured to perform a search step, the search step specifically includes:
按照晶向角优化步长增加所述谐振式传感器的晶向角;Increase the crystal orientation angle of the resonant sensor according to the crystal orientation angle optimization step size;
判断所述谐振式传感器的晶向角是否大于所述预设阈值;judging whether the crystal orientation angle of the resonant sensor is greater than the preset threshold;
若所述谐振式传感器的晶向角不大于所述预设阈值,将所述谐振式传感器的振动轴向与所述晶向角对齐;If the crystallographic angle of the resonant sensor is not greater than the preset threshold, align the vibration axis of the resonant sensor with the crystallographic angle;
在多个测试温度下对所述谐振式传感器进行模态仿真,汇总每个测试温度点的模态仿真结果,获取在该晶向角下的谐振频率温度变化量;Perform modal simulation on the resonant sensor at multiple test temperatures, summarize the modal simulation results at each test temperature point, and obtain the temperature change of the resonant frequency at the crystal orientation angle;
重复执行所述搜索步骤直到所述谐振式传感器的晶向角小于预设阈值;Repeatedly performing the searching step until the crystal orientation angle of the resonant sensor is less than a preset threshold;
加工模块,用于选取谐振频率温度变化量的最小值所对应的晶向角作为最优晶向角,根据所述最优晶向角加工谐振传感器。The processing module is used for selecting the crystal orientation angle corresponding to the minimum value of the temperature variation of the resonant frequency as the optimal crystal orientation angle, and processing the resonant sensor according to the optimal crystal orientation angle.
本申请实施例第三方面提供一种可读存储介质,其上存储有计算机程序,该计算机程序被处理器执行时,实现如本申请第一方面所述的方法中的步骤。A third aspect of the embodiments of the present application provides a readable storage medium on which a computer program is stored, and when the computer program is executed by a processor, implements the steps in the method described in the first aspect of the present application.
本申请实施例第四方面提供一种电子设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,所述处理器执行所述计算机程序时,实现本申请第一方面所述的方法的步骤。A fourth aspect of the embodiments of the present application provides an electronic device, including a memory, a processor, and a computer program stored in the memory and running on the processor, when the processor executes the computer program, the first computer program of the present application is implemented. The steps of the method of the aspect.
采用本申请提供的硅基谐振式传感器温度稳定性提升方法,按照晶向角优化步长增加谐振式传感器的晶向角进行搜索,对于每一次搜索,在多个测试温度下对所述谐振式传感器进行模态仿真,获取在该晶向角下的谐振频率温度变化量,搜索完成后汇总谐振频率温度变化量找到最优晶向角。本申请可以高效、便捷地确定使硅谐振式传感器频率温度漂移最小的加工晶向,提升传感器的温度稳定性。Using the method for improving the temperature stability of a silicon-based resonant sensor provided by the present application, the crystal orientation angle of the resonant sensor is increased according to the crystal orientation angle optimization step, and for each search, the resonant sensor is searched at multiple test temperatures. The sensor performs modal simulation to obtain the temperature change of the resonant frequency at the crystal orientation angle. After the search is completed, the temperature change of the resonant frequency is aggregated to find the optimal crystal orientation angle. The present application can efficiently and conveniently determine the processing crystal orientation that minimizes the frequency temperature drift of the silicon resonant sensor, thereby improving the temperature stability of the sensor.
附图说明Description of drawings
为了更清楚地说明本申请实施例的技术方案,下面将对本申请实施例的描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本申请的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其他的附图。In order to illustrate the technical solutions of the embodiments of the present application more clearly, the following briefly introduces the drawings that are used in the description of the embodiments of the present application. Obviously, the drawings in the following description are only some embodiments of the present application. , for those of ordinary skill in the art, other drawings can also be obtained from these drawings without creative labor.
图1是本申请一实施例提出的硅基谐振式传感器温度稳定性提升方法的流程图;1 is a flowchart of a method for improving temperature stability of a silicon-based resonant sensor proposed by an embodiment of the present application;
图2是本申请一实施例提出的硅基谐振式传感器最优晶向角确定的示意图;FIG. 2 is a schematic diagram of determining the optimal crystal orientation angle of a silicon-based resonant sensor proposed by an embodiment of the present application;
图3是本申请一实施例提出的硅基谐振式传感器温度稳定性提升装置的示意图。FIG. 3 is a schematic diagram of a device for improving temperature stability of a silicon-based resonant sensor according to an embodiment of the present application.
具体实施方式Detailed ways
下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of the present application.
针对硅基谐振式传感器的频率温度漂移的问题,业界提出了若干方法来补偿其温度漂移,主要可分为两大类。一类是利用温度传感器测温,然后对测温输出和传感器输出进行数学拟合补偿。该方法本质上属于后补偿方法,其补偿精度取决于传感器温度漂移的重复性。此外,由于外加温度传感器同谐振传感器之间存在温度梯度等差异,会降低补偿精度。另一大类是控温补偿,即通过外加控温装置,通过预设的控温点,实时调整传感器所在环境温度以减小温度漂移。该方法的缺点是一般要使传感器工作在高温状态,会增加传感器的热噪声,增加电路复杂度和系统成本等。上述两类目前常用的温度补偿方法仅从数据处理和温度控制方面减小温度漂移,都没有从根本上抑制谐振式传感器频率输出的温度漂移量。Aiming at the problem of frequency temperature drift of silicon-based resonant sensors, the industry has proposed several methods to compensate for its temperature drift, which can be mainly divided into two categories. One is to use a temperature sensor to measure temperature, and then perform mathematical fitting compensation on the temperature measurement output and the sensor output. This method is essentially a post-compensation method, and its compensation accuracy depends on the repeatability of sensor temperature drift. In addition, due to differences such as temperature gradients between the external temperature sensor and the resonant sensor, the compensation accuracy will be reduced. Another major category is temperature control compensation, that is, through an external temperature control device, through a preset temperature control point, the ambient temperature where the sensor is located can be adjusted in real time to reduce temperature drift. The disadvantage of this method is that the sensor generally needs to work in a high temperature state, which will increase the thermal noise of the sensor, increase the circuit complexity and system cost. The above two types of temperature compensation methods commonly used at present only reduce the temperature drift from the aspects of data processing and temperature control, and neither can fundamentally suppress the temperature drift of the frequency output of the resonant sensor.
发明人观察到微谐振式传感器谐振频率随温度变化关系可近似描述为下式。The inventors observed that the relationship between the resonant frequency of the micro-resonant sensor and the temperature can be approximately described as the following formula.
f(T)=f0[1+TCF1(T-T0)+TCF2(T-T0)2] (1)f(T)=f 0 [1+TCF 1 (TT 0 )+TCF 2 (TT 0 ) 2 ] (1)
其中,f0为参考温度点T0下的谐振频率,TCF1和TCF2分别为频率温度变化的一阶和二阶系数。该温度系数通常由硅材料弹性模量的温变系数以及热膨胀系数所决定。而弹性模量的温度系数与晶向相关。发明人认为可以通过优化晶向方向,以降低一阶及二阶系数,从而减小谐振频率的温度变化量,提升传感器的输出温度稳定性,例如微谐振式传感器的振动轴向沿硅片的<110>晶向进行加工时,一阶系数起主导作用,频率与温度的变化关系近似线性。Among them, f 0 is the resonant frequency at the reference temperature point T 0 , and TCF 1 and TCF 2 are the first-order and second-order coefficients of the frequency-temperature variation, respectively. The temperature coefficient is usually determined by the temperature coefficient of variation of the elastic modulus of the silicon material and the thermal expansion coefficient. The temperature coefficient of the elastic modulus is related to the crystallographic orientation. The inventor believes that the first-order and second-order coefficients can be reduced by optimizing the crystallographic direction, thereby reducing the temperature variation of the resonant frequency and improving the output temperature stability of the sensor. For example, the vibration axis of the micro-resonant sensor is along the silicon wafer. When the <110> crystal orientation is processed, the first-order coefficient plays a leading role, and the relationship between frequency and temperature is approximately linear.
参考图1,图1是本申请一实施例提出的硅基谐振式传感器温度稳定性提升方法的流程图。如图1所示,该方法包括以下步骤:Referring to FIG. 1 , FIG. 1 is a flowchart of a method for improving temperature stability of a silicon-based resonant sensor according to an embodiment of the present application. As shown in Figure 1, the method includes the following steps:
步骤S110、执行搜索步骤,所述搜索步骤具体包括:按照晶向角优化步长增加所述谐振式传感器的晶向角;判断所述谐振式传感器的晶向角是否大于所述预设阈值;若所述谐振式传感器的晶向角不大于所述预设阈值,将所述谐振式传感器的振动轴向与所述晶向角对齐;在多个测试温度下对所述谐振式传感器进行模态仿真,汇总每个测试温度点的模态仿真结果,获取在该晶向角下的谐振频率温度变化量;重复执行所述搜索步骤直到所述谐振式传感器的晶向角小于预设阈值。Step S110, performing a search step, the search step specifically includes: increasing the crystal orientation angle of the resonant sensor according to the crystal orientation angle optimization step size; judging whether the crystal orientation angle of the resonant sensor is greater than the preset threshold; If the crystallographic orientation angle of the resonant sensor is not greater than the preset threshold, align the vibration axis of the resonant sensor with the crystallographic orientation angle; model the resonant sensor at multiple test temperatures state simulation, summarize the modal simulation results of each test temperature point, and obtain the temperature variation of the resonant frequency at the crystal orientation angle; repeat the search step until the crystal orientation angle of the resonant sensor is smaller than the preset threshold.
本申请实施例的方法应用于硅基谐振式传感器,所述硅基谐振式传感器应当包括至少一个微谐振式传感器,微谐振式传感器一般是在硅片上通过各向异性腐蚀或者体硅深刻蚀等方式加工得到的,硅基谐振式传感器通过设置的微谐振式敏感结构可感受如刚度变化或者质量变化等外部变化。优选的,所述硅基谐振式传感器采用{100}规格或{110}规格的硅片。本申请的方法适用于基于{100}规格或{110}规格硅片的硅基谐振式传感器,以上100、110、是按照晶向对硅片进行的分类。The method of the embodiment of the present application is applied to a silicon-based resonant sensor, the silicon-based resonant sensor should include at least one micro-resonant sensor, and the micro-resonant sensor is generally performed on a silicon wafer by anisotropic etching or bulk silicon deep etching The silicon-based resonant sensor can sense external changes such as stiffness change or mass change through the micro-resonance sensitive structure provided. Preferably, the silicon-based resonant sensor adopts a silicon wafer of {100} specification or {110} specification. The method of the present application is applicable to silicon-based resonant sensors based on {100} specification or {110} specification silicon wafers, and the above 100 and 110 are the classification of silicon wafers according to the crystal orientation.
本申请的目的是为了找到谐振式传感器的最优晶向角,为了达到这一目的,本申请通过逐步搜索策略来实现,设置晶向角搜索的起始点,从起始点出发按照一定步长进行搜索找到最优晶向角。所述步长可以预先按照自身需要设置,例如设置为1°。所述步长应根据实际需求进行设置,应当注意步长不能设置太大或者太小,如果步长设置太大,容易错过最优晶向角,如果步长设置太小,会导致搜索时间过长。The purpose of this application is to find the optimal crystal orientation angle of the resonant sensor. In order to achieve this purpose, this application implements a step-by-step search strategy, setting the starting point of the crystal orientation angle search, and proceeding from the starting point according to a certain step size Search to find the optimal crystal orientation angle. The step size may be set in advance according to your own needs, for example, set to 1°. The step size should be set according to actual needs. It should be noted that the step size cannot be set too large or too small. If the step size is set too large, it is easy to miss the optimal crystal orientation angle. If the step size is set too small, the search time will be too long. long.
在本申请的一个实施例中,所述方法还包括:In an embodiment of the present application, the method further includes:
沿硅片切边的晶向沿方向定义起始的晶向角,所述起始的晶向角为0°。The crystal orientation along the cutting edge of the silicon wafer defines the initial crystal orientation angle, and the initial crystal orientation angle is 0°.
对于起始点的设置,本申请实施例中,将硅片的切边的晶向沿方向作为谐振式传感器的起始晶向角,如图2所示,图2中硅片1采用100硅片,其切边4的晶向沿方向5为<110>晶向,将晶向沿方向5定义为起始晶向角,数值为0°,按照起始晶向角得到谐振式传感器2,谐振式传感器2的工作模态振动轴向与0°晶向重合。谐振式传感器的振动轴向为该传感器正常工作模态下的振动方向。For the setting of the starting point, in the embodiment of the present application, the crystallographic direction of the cut edge of the silicon wafer is used as the starting crystallographic orientation angle of the resonant sensor, as shown in FIG. 2 , the silicon wafer 1 in FIG. , the crystallographic direction 5 of the
在谐振式传感器的设置的起始晶向角上按照晶向角优化步长增加,得到新的晶向角,实际执行中可如图2所示在硅片1上通过整体旋转谐振式传感器2增加晶向角,增加晶向角后谐振式传感器2则变为谐振式传感器3所示,使得谐振式传感器3的工作模态振动轴向与晶向6重合,其晶向角为7。The initial crystal orientation angle set by the resonant sensor is increased according to the crystal orientation angle optimization step size to obtain a new crystal orientation angle. In actual implementation, the
判断新的晶向角是否大于所述预设阈值,如果大于预设阈值应当退出搜索,如果晶向角并未大于预设阈值则对当前晶向角进行模态仿真。在本申请的一个实施例中,It is judged whether the new crystal orientation angle is greater than the preset threshold, and if it is greater than the preset threshold, the search should be exited, and if the crystal orientation angle is not greater than the preset threshold, modal simulation is performed on the current crystal orientation angle. In one embodiment of the present application,
当所述硅基谐振式传感器采用{100}规格的硅片时,所述预设阈值为45°;When the silicon-based resonant sensor adopts a silicon wafer of {100} specification, the preset threshold is 45°;
当所述硅基谐振式传感器采用{110}规格的硅片时,所述预设阈值为90°。When the silicon-based resonant sensor adopts a silicon wafer of {110} specification, the preset threshold is 90°.
申请人发现当搜索范围超过某一阈值如图2所示的100硅片超过45°时,晶向角对频率温度变化关系影响与小于45°的范围时的影响出现重复,因此,当搜索范围超过45°时,是无效搜索,不会出现新的最优晶向角。例如图2所示,当晶向角为7为45°时,停止搜索,晶向角45°时为<100>晶向。The applicant found that when the search range exceeds a certain threshold, as shown in Figure 2, when 100 silicon wafers exceed 45°, the effect of the crystal orientation angle on the frequency-temperature variation relationship is repeated with the effect when the range is less than 45°. Therefore, when the search range is When it exceeds 45°, it is an invalid search, and no new optimal crystal orientation angle will appear. For example, as shown in Figure 2, when the crystal orientation angle is 7 and 45°, the search is stopped, and the crystal orientation angle is <100> when the crystal orientation angle is 45°.
弹性模量值由晶向和温度决定。获得的新的晶向角后,需要测试在这个晶向角下的频率温度变化关系。对于当前晶向角下谐振频率随温度的变化关系,可以根据硅谐振式传感器的工作温度范围选取若干温度点,并设定每个温度点的弹性模量值和热膨胀系数,通过模态仿真来得到。对于温度点,可以根据实际需要选择,例如如果需要详细的变化数据可设置温度点设置得较密集。模态仿真可在有限元仿真软件如Ansys或者Comsol中进行,应根据所述仿真软件的具体需求,在仿真软件中设置好传感器在每个晶向角下不同温度点下的弹性模量值和热膨胀系数。将谐振式传感器的振动轴向与新晶向角对齐,在每一个选取的温度点下进行模态仿真,并遍历所需求的温度范围,获得全温范围内的所有谐振频率值。The elastic modulus value is determined by the crystallographic orientation and temperature. After obtaining the new crystal orientation angle, it is necessary to test the frequency-temperature variation relationship under this crystal orientation angle. For the relationship between the resonant frequency and temperature at the current crystal orientation angle, several temperature points can be selected according to the operating temperature range of the silicon resonant sensor, and the elastic modulus value and thermal expansion coefficient of each temperature point can be set. get. For temperature points, you can select them according to actual needs. For example, if you need detailed change data, you can set the temperature points to be denser. Modal simulation can be performed in finite element simulation software such as Ansys or Comsol. According to the specific requirements of the simulation software, the elastic modulus values and Thermal expansion coefficient. Align the vibration axis of the resonant sensor with the new crystal orientation angle, perform modal simulation at each selected temperature point, and traverse the required temperature range to obtain all resonant frequency values within the full temperature range.
汇总每个测试温度点的模态仿真结果,获取在该晶向角下的谐振频率温度变化量。在本申请一个实施例中,获取在该晶向角下的谐振频率温度变化量,包括:Summarize the modal simulation results of each test temperature point to obtain the temperature variation of the resonant frequency at this crystallographic angle. In an embodiment of the present application, obtaining the temperature variation of the resonant frequency at the crystal orientation angle includes:
遍历每个测试温度点的模态仿真结果,获取所述谐振式传感器在该晶向角下谐振频率的最大值和最小值;Traverse the modal simulation results of each test temperature point, and obtain the maximum and minimum values of the resonant frequency of the resonant sensor at the crystal orientation angle;
计算所述谐振频率的最大值和最小值之差,将所述差作为所述谐振频率温度变化量。The difference between the maximum value and the minimum value of the resonance frequency is calculated, and the difference is used as the temperature change amount of the resonance frequency.
对一个晶向角下的模态仿真结果,遍历每个测试温度点的模态仿真结果,找到全部温度测试范围内谐振式传感器的谐振频率最大值与最小值,将最大值与最小值之差作为该晶向角的谐振频率的温度变化量。For the modal simulation results at a crystal orientation angle, traverse the modal simulation results of each test temperature point, find the maximum and minimum values of the resonant frequency of the resonant sensor in the entire temperature test range, and calculate the difference between the maximum and minimum values. The amount of temperature change that is the resonance frequency of the crystal orientation angle.
步骤S120、选取谐振频率温度变化量的最小值所对应的晶向角作为最优晶向角,根据所述最优晶向角加工谐振传感器。Step S120: Select the crystal orientation angle corresponding to the minimum value of the temperature variation of the resonant frequency as the optimum crystal orientation angle, and process the resonant sensor according to the optimum crystal orientation angle.
谐振频率的变化量最小的晶向角即为最优晶向角,选取该最优晶向角作为谐振式传感器加工的晶向角,根据最优晶向角加工谐振传感器,即可得到温度漂移最小的谐振器。The crystal orientation angle with the smallest change of the resonant frequency is the optimal crystal orientation angle, and the optimal crystal orientation angle is selected as the crystal orientation angle for the resonant sensor processing. smallest resonator.
本申请对硅基微谐振式传感器的加工晶向进行寻优,通过得到的最优晶向角进行加工,可减小硅材料杨氏模量的温度系数,进而小了谐振式器件的频率温度系数,提升了传感器的温度稳定性。The present application optimizes the processing crystal orientation of the silicon-based micro-resonant sensor. By processing the obtained optimal crystal orientation angle, the temperature coefficient of the Young's modulus of the silicon material can be reduced, thereby reducing the frequency temperature of the resonant device. coefficient, which improves the temperature stability of the sensor.
在本申请的一个实施例中,包括多个谐振式传感器,所述方法还包括:In an embodiment of the present application, including a plurality of resonant sensors, the method further includes:
在确定出所述多个硅基谐振式传感器中的任一硅基谐振式传感器对应的最优晶向角时,根据最优晶向角确定所述多个硅基谐振式传感器的工作振动模态。When the optimal crystal orientation angle corresponding to any one of the multiple silicon-based resonant sensors is determined, the working vibration mode of the multiple silicon-based resonant sensors is determined according to the optimal crystal orientation angle state.
优选的,所述根据目标最优晶向角确定所述多个硅基谐振式传感器的工作振动模态,包括:Preferably, the determining of the working vibration modes of the plurality of silicon-based resonant sensors according to the target optimal crystal orientation angle includes:
将所述多个谐振式传感器的工作振动模态加工为轴向共线,其中,所述轴向共线表征所述多个谐振式传感器共用同一个最优晶向角;processing the working vibration modes of the plurality of resonant sensors into axial collinearity, wherein the axial collinearity indicates that the plurality of resonant sensors share the same optimal crystal orientation angle;
或者,将所述多个谐振式传感器的工作振动模态加工为正交,其中,所述正交表征所述多个谐振式传感器中的部分谐振式传感器共用同一个目标最优晶向角,其余谐振式传感器与所述部分谐振式传感器呈正交。Or, the working vibration modes of the plurality of resonant sensors are processed to be orthogonal, wherein the orthogonality indicates that some of the resonant sensors in the plurality of resonant sensors share the same target optimal crystallographic angle, The remaining resonant sensors are orthogonal to the partially resonant sensor.
所述硅谐振式传感器包含一个以上的谐振器结构时,所含谐振器的工作振动模态轴向共线或者正交。如图2所示,假设内有谐振式传感器2、3,所寻得的最优晶向角为7;当加工方式为轴向共线时,那么所有的谐振式传感器(2和3)都被为加工晶向角7、振动轴向6;当加工方式为正交时,部分谐振式传感器(如3)被加工为晶向角为7、振动轴向为6,对于其余的谐振式传感器(如传感器2)应当将振动轴向设置为于6垂直正交。When the silicon resonant sensor includes more than one resonator structure, the working vibration modes of the included resonators are axially collinear or orthogonal. As shown in Figure 2, assuming that there are
采用本申请提供的硅基谐振式传感器温度稳定性提升方法,按照晶向角优化步长增加谐振式传感器的晶向角进行搜索,对于每一次搜索,在多个测试温度下对所述谐振式传感器进行模态仿真,获取在该晶向角下的谐振频率温度变化量,搜索完成后汇总谐振频率温度变化量找到最优晶向角。本申请可以高效、便捷地确定使硅谐振式传感器频率温度漂移最小的加工晶向,提升传感器的温度稳定性。Using the method for improving the temperature stability of a silicon-based resonant sensor provided by the present application, the crystal orientation angle of the resonant sensor is increased according to the crystal orientation angle optimization step, and for each search, the resonant sensor is searched at multiple test temperatures. The sensor performs modal simulation to obtain the temperature change of the resonant frequency at the crystal orientation angle. After the search is completed, the temperature change of the resonant frequency is aggregated to find the optimal crystal orientation angle. The present application can efficiently and conveniently determine the processing crystal orientation that minimizes the frequency temperature drift of the silicon resonant sensor, thereby improving the temperature stability of the sensor.
基于同一发明构思,本申请一实施例提供一种硅基谐振式传感器温度稳定性提升系统。参考图3,图3是本申请一实施例提出的硅基谐振式传感器温度稳定性提升系统的示意图。如图3所示,该系统包括:Based on the same inventive concept, an embodiment of the present application provides a system for improving temperature stability of a silicon-based resonant sensor. Referring to FIG. 3 , FIG. 3 is a schematic diagram of a system for improving temperature stability of a silicon-based resonant sensor according to an embodiment of the present application. As shown in Figure 3, the system includes:
搜索模块310,用于执行搜索步骤,所述搜索步骤具体包括:The search module 310 is configured to perform a search step, and the search step specifically includes:
按照晶向角优化步长增加所述谐振式传感器的晶向角;Increase the crystal orientation angle of the resonant sensor according to the crystal orientation angle optimization step size;
判断所述谐振式传感器的晶向角是否大于所述预设阈值;judging whether the crystal orientation angle of the resonant sensor is greater than the preset threshold;
若所述谐振式传感器的晶向角不大于所述预设阈值,将所述谐振式传感器的振动轴向与所述晶向角对齐;If the crystallographic angle of the resonant sensor is not greater than the preset threshold, align the vibration axis of the resonant sensor with the crystallographic angle;
在多个测试温度下对所述谐振式传感器进行模态仿真,汇总每个测试温度点的模态仿真结果,获取在该晶向角下的谐振频率温度变化量;Perform modal simulation on the resonant sensor at multiple test temperatures, summarize the modal simulation results at each test temperature point, and obtain the temperature change of the resonant frequency at the crystal orientation angle;
重复执行所述搜索步骤直到所述谐振式传感器的晶向角小于预设阈值;Repeatedly performing the searching step until the crystal orientation angle of the resonant sensor is less than a preset threshold;
加工模块320,用于选取谐振频率温度变化量的最小值所对应的晶向角作为最优晶向角,根据所述最优晶向角加工谐振传感器。The processing module 320 is configured to select the crystal orientation angle corresponding to the minimum value of the temperature variation of the resonant frequency as the optimum crystal orientation angle, and process the resonant sensor according to the optimum crystal orientation angle.
基于同一发明构思,本申请另一实施例提供一种可读存储介质,其上存储有计算机程序,该程序被处理器执行时实现如本申请上述任一实施例所述的硅基谐振式传感器温度稳定性提升方法中的步骤。Based on the same inventive concept, another embodiment of the present application provides a readable storage medium on which a computer program is stored, and when the program is executed by a processor, implements the silicon-based resonant sensor according to any of the above embodiments of the present application Steps in a method for improving temperature stability.
基于同一发明构思,本申请另一实施例提供一种电子设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,所述处理器执行时实现本申请上述任一实施例所述的硅基谐振式传感器温度稳定性提升方法中的步骤。Based on the same inventive concept, another embodiment of the present application provides an electronic device, including a memory, a processor, and a computer program stored in the memory and running on the processor, the processor implements any of the above-mentioned applications when executed The steps in the method for improving the temperature stability of a silicon-based resonant sensor according to the embodiment.
对于装置实施例而言,由于其与方法实施例基本相似,所以描述的比较简单,相关之处参见方法实施例的部分说明即可。As for the apparatus embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and reference may be made to the partial description of the method embodiment for related parts.
本说明书中的各个实施例均采用递进的方式描述,每个实施例重点说明的都是与其他实施例的不同之处,各个实施例之间相同相似的部分互相参见即可。The various embodiments in this specification are described in a progressive manner, and each embodiment focuses on the differences from other embodiments, and the same and similar parts between the various embodiments may be referred to each other.
本领域内的技术人员应明白,本申请实施例的实施例可提供为方法、装置、或计算机程序产品。因此,本申请实施例可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且,本申请实施例可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器、CD-ROM、光学存储器等)上实施的计算机程序产品的形式。Those skilled in the art should understand that the embodiments of the embodiments of the present application may be provided as methods, apparatuses, or computer program products. Accordingly, the embodiments of the present application may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, embodiments of the present application may take the form of a computer program product implemented on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein.
本申请实施例是参照根据本申请实施例的方法、终端设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理终端设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理终端设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The embodiments of the present application are described with reference to the flowcharts and/or block diagrams of the methods, terminal devices (systems), and computer program products according to the embodiments of the present application. It will be understood that each flow and/or block in the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to the processor of a general purpose computer, special purpose computer, embedded processor or other programmable data processing terminal equipment to produce a machine that causes the instructions to be executed by the processor of the computer or other programmable data processing terminal equipment Means are created for implementing the functions specified in the flow or flows of the flowcharts and/or the blocks or blocks of the block diagrams.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理终端设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer readable memory capable of directing a computer or other programmable data processing terminal equipment to operate in a particular manner, such that the instructions stored in the computer readable memory result in an article of manufacture comprising instruction means, the The instruction means implement the functions specified in the flow or flow of the flowcharts and/or the block or blocks of the block diagrams.
这些计算机程序指令也可装载到计算机或其他可编程数据处理终端设备上,使得在计算机或其他可编程终端设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程终端设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions can also be loaded on a computer or other programmable data processing terminal equipment, so that a series of operational steps are performed on the computer or other programmable terminal equipment to produce a computer-implemented process, thereby executing on the computer or other programmable terminal equipment The instructions executed on the above provide steps for implementing the functions specified in the flowchart or blocks and/or the block or blocks of the block diagrams.
尽管已描述了本申请实施例的优选实施例,但本领域内的技术人员一旦得知了基本创造性概念,则可对这些实施例做出另外的变更和修改。所以,所附权利要求意欲解释为包括优选实施例以及落入本申请实施例范围的所有变更和修改。Although the preferred embodiments of the embodiments of the present application have been described, those skilled in the art may make additional changes and modifications to these embodiments once the basic inventive concepts are known. Therefore, the appended claims are intended to be construed to include the preferred embodiments as well as all changes and modifications that fall within the scope of the embodiments of the present application.
最后,还需要说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者终端设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者终端设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者终端设备中还存在另外的相同要素。Finally, it should also be noted that in this document, relational terms such as first and second are used only to distinguish one entity or operation from another, and do not necessarily require or imply these entities or that there is any such actual relationship or sequence between operations. Moreover, the terms "comprising", "comprising" or any other variation thereof are intended to encompass non-exclusive inclusion such that a process, method, article or terminal device that includes a list of elements includes not only those elements, but also a non-exclusive list of elements. other elements, or also include elements inherent to such a process, method, article or terminal equipment. Without further limitation, an element defined by the phrase "comprises a..." does not preclude the presence of additional identical elements in the process, method, article or terminal device comprising said element.
以上对本申请所提供的一种硅基谐振式传感器温度稳定性提升方法、系统、设备及存储介质,进行了详细介绍,本文中应用了具体个例对本申请的原理及实施方式进行了阐述,以上实施例的说明只是用于帮助理解本申请的方法及其核心思想;同时,对于本领域的一般技术人员,依据本申请的思想,在具体实施方式及应用范围上均会有改变之处,综上所述,本说明书内容不应理解为对本申请的限制。The above provides a detailed introduction to the temperature stability improvement method, system, device and storage medium of a silicon-based resonant sensor provided by the present application. Specific examples are used in this paper to illustrate the principles and implementations of the present application. The above The description of the embodiment is only used to help understand the method of the present application and its core idea; meanwhile, for those of ordinary skill in the art, according to the idea of the present application, there will be changes in the specific embodiment and the scope of application. As mentioned above, the contents of this specification should not be construed as limiting the present application.
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Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1598060A (en) * | 2004-07-28 | 2005-03-23 | 北京大学 | Process for compensation of potassium hydroxide solution corrosion (100) silicon earth (110) crystal direction convex angle |
CN106932125A (en) * | 2017-02-22 | 2017-07-07 | 中国科学院电子学研究所 | A kind of compensation method of silicon resonance pressure sensor |
CN107246923A (en) * | 2017-08-07 | 2017-10-13 | 李昕虎 | A kind of thermometer and temperature measuring method based on TPoS resonator |
CN108827346A (en) * | 2018-04-13 | 2018-11-16 | 南京理工大学 | Resonant transducer temperature-compensation method based on continuous ring-down |
CN110867975A (en) * | 2019-10-18 | 2020-03-06 | 珠海格力电器股份有限公司 | Magnetic coupling resonant wireless power transmission control method and system and computer readable storage medium |
CN111076841A (en) * | 2019-12-30 | 2020-04-28 | 中国船舶重工集团公司第七一一研究所 | Method and system for improving frequency sweeping efficiency of resonant acoustic surface wave temperature measurement system |
CN112710382A (en) * | 2020-12-22 | 2021-04-27 | 北京大学 | Micro tuning fork resonator vibration sensitivity on-chip test structure and method |
Family Cites Families (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9512715B2 (en) * | 2013-07-30 | 2016-12-06 | General Electric Company | Systems and methods for pressure and temperature measurement |
US10666268B2 (en) * | 2018-08-13 | 2020-05-26 | Eta Compute, Inc. | Real time clock with neural network correction of temperature-based changes in frequency |
-
2021
- 2021-05-26 CN CN202110578205.8A patent/CN113343520B/en active Active
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1598060A (en) * | 2004-07-28 | 2005-03-23 | 北京大学 | Process for compensation of potassium hydroxide solution corrosion (100) silicon earth (110) crystal direction convex angle |
CN106932125A (en) * | 2017-02-22 | 2017-07-07 | 中国科学院电子学研究所 | A kind of compensation method of silicon resonance pressure sensor |
CN107246923A (en) * | 2017-08-07 | 2017-10-13 | 李昕虎 | A kind of thermometer and temperature measuring method based on TPoS resonator |
CN108827346A (en) * | 2018-04-13 | 2018-11-16 | 南京理工大学 | Resonant transducer temperature-compensation method based on continuous ring-down |
CN110867975A (en) * | 2019-10-18 | 2020-03-06 | 珠海格力电器股份有限公司 | Magnetic coupling resonant wireless power transmission control method and system and computer readable storage medium |
CN111076841A (en) * | 2019-12-30 | 2020-04-28 | 中国船舶重工集团公司第七一一研究所 | Method and system for improving frequency sweeping efficiency of resonant acoustic surface wave temperature measurement system |
CN112710382A (en) * | 2020-12-22 | 2021-04-27 | 北京大学 | Micro tuning fork resonator vibration sensitivity on-chip test structure and method |
Non-Patent Citations (1)
Title |
---|
基于重掺杂的谐振式传感器频率温度系数补偿研究;杨力建等;《传感器与微系统》;20160220;第35卷(第2期);第39-41,45页 * |
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