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CN113109595B - An atomic force microscopy method and system for analyzing electrostatic and electromechanical coupling responses - Google Patents

An atomic force microscopy method and system for analyzing electrostatic and electromechanical coupling responses Download PDF

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CN113109595B
CN113109595B CN202110384915.7A CN202110384915A CN113109595B CN 113109595 B CN113109595 B CN 113109595B CN 202110384915 A CN202110384915 A CN 202110384915A CN 113109595 B CN113109595 B CN 113109595B
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黄博远
李江宇
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Southern University of Science and Technology
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Abstract

本发明实施例公开了一种解析静电与力电耦合响应的原子力显微方法及系统。一种解析静电与力电耦合响应的原子力显微方法,包括:将两个频段内具有不同特性参数的子波形按预设拼接顺序合成激励信号;将所述激励信号施加至待测目标,获取待测目标不同特性参数对应的振幅图像;根据目标解耦模型和所述待测目标的双模态振幅图像进行解耦与重构,生成所述待测目标的应变图像和静电图像。解决力电耦合应变测量易受静电影响、结果不准确的问题,实现由目标解耦模型定量解析双模态数据准确获得待测目标的力电耦合应变图像和静电响应图像的效果。

Figure 202110384915

The embodiment of the invention discloses an atomic force microscopy method and system for analyzing electrostatic and electromechanical coupling responses. An atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses, comprising: synthesizing excitation signals from sub-waveforms with different characteristic parameters in two frequency bands according to a preset splicing sequence; applying the excitation signals to a target to be measured, and obtaining Amplitude images corresponding to different characteristic parameters of the target to be measured; decoupling and reconstruction are performed according to the target decoupling model and the dual-mode amplitude image of the target to be measured to generate a strain image and an electrostatic image of the target to be measured. Solve the problem that the electromechanical coupling strain measurement is easily affected by static electricity and the results are inaccurate, and realize the effect of accurately obtaining the electromechanical coupling strain image and electrostatic response image of the target to be measured by quantitatively analyzing the dual-mode data with the target decoupling model.

Figure 202110384915

Description

一种解析静电与力电耦合响应的原子力显微方法及系统An atomic force microscopy method and system for analyzing electrostatic and electromechanical coupling responses

技术领域technical field

本发明实施例涉及显微成像技术,尤其涉及一种解析静电与力电耦合响应的原子力显微方法及系统。Embodiments of the present invention relate to microscopic imaging technology, in particular to an atomic force microscopy method and system for analyzing electrostatic and electromechanical coupling responses.

背景技术Background technique

过去十年,以压电响应力显微术(PFM)、电化学应变显微术(ESM)为代表的基于原子力显微镜(AFM)动态激励测量模式的出现,极大地促进了一系列材料的机理硏究和性能优化。然而在实际测量中,该响应并不局限于所预期的电致应变,而是还会受到静电力的干扰。In the past decade, the emergence of dynamic excitation measurement modes based on atomic force microscopy (AFM), represented by piezoelectric response force microscopy (PFM) and electrochemical strain microscopy (ESM), has greatly promoted the mechanism of a series of materials. Research and performance optimization. However, in actual measurements, the response is not limited to the expected electro-induced strain, but is also disturbed by electrostatic forces.

现有技术中常在测量中采用不同探针、探针的高阶模态、AFM硬件改造的方式定性排除静电力的干扰,然而,实际效果却无法有效验证,且不同样品材料的电致应变响应强弱对比较困难。In the existing technology, different probes, high-order modes of the probes, and AFM hardware modification are often used in the measurement to qualitatively eliminate the interference of electrostatic force. However, the actual effect cannot be effectively verified, and the strength of the electric strain response of different sample materials relatively difficult.

发明内容Contents of the invention

本发明提供一种解析静电与力电耦合响应的原子力显微方法及系统,以实现达到了一次扫描获得双模态测试结果数据,定量解析获得应变和静电力的测试结果,以及减小对特定探针的需求,提高适用性的效果。The present invention provides an atomic force microscopy method and system for analyzing electrostatic and electromechanical coupling responses, so as to realize the acquisition of dual-mode test result data in one scan, obtain the test results of strain and electrostatic force through quantitative analysis, and reduce the impact on specific The probe needs to improve the applicability effect.

第一方面,本发明实施例提供了一种解析静电与力电耦合响应的原子力显微方法,包括:In the first aspect, an embodiment of the present invention provides an atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses, including:

将两个频段内具有不同特性参数的多个子波形按预设拼接顺序合成激励信号;Multiple sub-waveforms with different characteristic parameters in two frequency bands are synthesized into excitation signals according to the preset splicing sequence;

将所述激励信号施加至待测目标,获取待测目标不同特性参数对应的双模态振幅图像;applying the excitation signal to the target to be measured, and obtaining dual-mode amplitude images corresponding to different characteristic parameters of the target to be measured;

根据目标解耦模型和所述待测目标的双模态振幅图像进行解耦与重构,生成所述待测目标的力电耦合应变图像和静电响应图像。Decoupling and reconstruction are performed according to the target decoupling model and the dual-mode amplitude image of the target to be measured to generate a mechatronic coupling strain image and an electrostatic response image of the target to be measured.

可选的,在所述将多个具有不同特性参数的子波形按预设拼接顺序合成激励信号之前,还包括:构造解耦模型;所述构造解耦模型包括:Optionally, before synthesizing a plurality of sub-waveforms with different characteristic parameters into an excitation signal according to a preset splicing sequence, it also includes: constructing a decoupling model; the constructing a decoupling model includes:

标定原子力显微镜的探针的振动参数;Calibrate the vibration parameters of the probe of the atomic force microscope;

基于所述探针的振动参数构造初始解耦模型;Constructing an initial decoupling model based on vibration parameters of the probe;

基于原子力显微镜的测量数据对所述初始解耦模型进行可靠性验证,得到目标解耦模型。Based on the measurement data of the atomic force microscope, the reliability of the initial decoupling model is verified, and the target decoupling model is obtained.

可选的,所述探针的振动参数包括探针和待测样品耦合共振的双模态刚度和光杠杆转换系数。Optionally, the vibration parameters of the probe include dual-mode stiffness and optical lever conversion coefficient of coupled resonance between the probe and the sample to be measured.

可选的,所述激励信号的频谱范围覆盖所述双模态对应的频率。Optionally, the spectrum range of the excitation signal covers frequencies corresponding to the dual modes.

可选的,所述将所述激励信号施加至待测目标,获取待测目标不同特性参数对应的振幅图像包括:Optionally, applying the excitation signal to the target to be measured, and obtaining amplitude images corresponding to different characteristic parameters of the target to be measured includes:

通过原子力显微镜的探针依次将所述激励信号施加至待测目标,获得对应的响应信号;Applying the excitation signal to the target to be tested sequentially through the probe of the atomic force microscope to obtain a corresponding response signal;

分离所述响应信号中不同特性参数对应的振幅图像。separating amplitude images corresponding to different characteristic parameters in the response signal.

可选的,所述分离所述响应信号中不同特性参数对应的振幅图像,包括:Optionally, the separating amplitude images corresponding to different characteristic parameters in the response signal includes:

将所述不同特性参数下的全时域振动响应信号经过解调求得所述待测目标在不同特性参数和不同模态下的特征信息;Demodulating the full-time vibration response signals under the different characteristic parameters to obtain the characteristic information of the target under different characteristic parameters and different modes;

根据所述特征信息和预设拟合算法得到所述待测目标在不同特性参数下对应包含的双模态振幅图像。According to the feature information and a preset fitting algorithm, dual-mode amplitude images correspondingly included in the target to be measured under different characteristic parameters are obtained.

可选的,所述根据目标解耦模型和所述待测目标的振幅图像进行解耦与重构,生成所述待测目标的应变图像和静电图像,包括:Optionally, performing decoupling and reconstruction according to the target decoupling model and the amplitude image of the target to be measured to generate a strain image and an electrostatic image of the target to be measured includes:

对所述待测目标的全时域振幅响应数据进行解调得到待测目标在探针施加激励信号下的本征振幅和相位;Demodulating the full-time domain amplitude response data of the target to be measured to obtain the intrinsic amplitude and phase of the target to be measured under the excitation signal applied by the probe;

根据所述本征振幅和所述本征相位,所述目标解耦模型对解耦后的数据进行重构得到所述待测目标的力电耦合应变图像和静电响应图像。According to the eigenamplitude and the eigenphase, the target decoupling model reconstructs the decoupled data to obtain the electromechanical coupling strain image and the electrostatic response image of the target to be measured.

第二方面,本发明还提供了一种解析静电与力电耦合响应的原子力显微系统,包括:In the second aspect, the present invention also provides an atomic force microscopy system for analyzing electrostatic and electromechanical coupling responses, including:

信号生成模块,用于将两个频段具有不同特性参数的多个子波形按预设拼接顺序合成激励信号;The signal generation module is used for synthesizing the excitation signal from multiple sub-waveforms with different characteristic parameters in the two frequency bands according to the preset splicing sequence;

图像获取模块,用于将所述激励信号施加至待测目标,获取待测目标不同特性参数对应的双模态振幅图像;An image acquisition module, configured to apply the excitation signal to the target to be measured, and obtain dual-mode amplitude images corresponding to different characteristic parameters of the target to be measured;

数据处理模块,用于根据目标解耦模型和所述待测目标的双模态振幅图像进行解耦与重构,生成所述待测目标的力电耦合应变图像和静电响应图像。The data processing module is used to perform decoupling and reconstruction according to the target decoupling model and the dual-mode amplitude image of the target to generate the electromechanical coupling strain image and electrostatic response image of the target to be measured.

可选的,解析静电与力电耦合响应的原子力显微系统还包括:解耦模型构造模块,所述解耦模型构造模块包括:Optionally, the atomic force microscopy system for analyzing electrostatic and electromechanical coupling responses further includes: a decoupling model construction module, and the decoupling model construction module includes:

参数标定单元,用于标定原子力显微镜的探针的振动参数;The parameter calibration unit is used to calibrate the vibration parameters of the probe of the atomic force microscope;

初始模型构造单元,用于基于所述探针的振动参数构造初始解耦模型;an initial model construction unit, configured to construct an initial decoupling model based on the vibration parameters of the probe;

模型验证单元,用于基于原子力显微镜的测量数据对所述初始解耦模型进行可靠性验证,得到目标解耦模型。The model verification unit is configured to verify the reliability of the initial decoupling model based on the measurement data of the atomic force microscope to obtain the target decoupling model.

可选的,所述数据处理模块包括:Optionally, the data processing module includes:

本征特性获取单元,用于对所述待测目标的全时域振幅响应数据进行解调得到待测目标在探针施加激励信号下的本征振幅和相位;An intrinsic characteristic acquisition unit, configured to demodulate the full-time amplitude response data of the target to be measured to obtain the intrinsic amplitude and phase of the target to be measured under the excitation signal applied by the probe;

结果获取单元,用于根据所述本征振幅和所述本征相位,所述目标解耦模型对解耦后的数据进行重构得到所述待测目标的力电耦合应变图像和静电响应图像。A result acquisition unit, configured to reconstruct the decoupled data according to the eigenamplitude and eigenphase, the target decoupling model to obtain the electromechanical coupling strain image and the electrostatic response image of the target to be measured .

本发明通过将两个频段内具有不同特性参数的多个子波形按预设拼接顺序合成激励信号;将所述激励信号施加至待测目标,获取待测目标不同特性参数对应的双模态振幅图像;根据目标解耦模型和所述待测目标的双模态振幅图像进行解耦与重构,生成所述待测目标的力电耦合应变图像和静电响应图像;解决力电耦合应变测量易受静电影响、结果不准确的问题,实现由目标解耦模型定量解析双模态数据准确获得待测目标的力电耦合应变图像和静电响应图像的效果。In the present invention, multiple sub-waveforms with different characteristic parameters in two frequency bands are synthesized into an excitation signal according to a preset splicing sequence; the excitation signal is applied to the target to be measured, and dual-mode amplitude images corresponding to different characteristic parameters of the target to be measured are obtained ; Decoupling and reconstruction are performed according to the target decoupling model and the dual-mode amplitude image of the target to be measured, and the electromechanical coupling strain image and the electrostatic response image of the target to be measured are generated; The problem of electrostatic influence and inaccurate results can be solved, and the effect of accurately obtaining the electromechanical coupling strain image and electrostatic response image of the target to be measured can be obtained by quantitatively analyzing the dual-mode data with the target decoupling model.

附图说明Description of drawings

图1为本发明实施例一提供的一种解析静电与力电耦合响应的原子力显微方法的流程示意图;FIG. 1 is a schematic flowchart of an atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses provided by Embodiment 1 of the present invention;

图2为本发明实施例一提供的一种解析静电与力电耦合响应的原子力显微方法的信号同步的示意图;2 is a schematic diagram of signal synchronization of an atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses provided by Embodiment 1 of the present invention;

图3为本发明实施例一提供的一种解析静电与力电耦合响应的原子力显微方法的不同振动模态对应的响应频谱示意图;3 is a schematic diagram of the response spectrum corresponding to different vibration modes of an atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses provided by Embodiment 1 of the present invention;

图4A为本发明实施例一提供的一种解析静电与力电耦合响应的原子力显微方法的激励信号总响应振幅示意图;4A is a schematic diagram of the total response amplitude of the excitation signal of an atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses provided by Embodiment 1 of the present invention;

图4B为本发明实施例一提供的一种解析静电与力电耦合响应的原子力显微方法的应变力响应示意图;Fig. 4B is a schematic diagram of the strain force response of an atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses provided by Embodiment 1 of the present invention;

图4C为本发明实施例一提供的一种解析静电与力电耦合响应的原子力显微方法的静电力响应示意图;FIG. 4C is a schematic diagram of an electrostatic force response of an atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses provided by Embodiment 1 of the present invention;

图5A是本发明实施例一提供的另一种解析静电与力电耦合响应的原子力显微方法的流程示意图;5A is a schematic flowchart of another atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses provided by Embodiment 1 of the present invention;

图5B是本发明实施例一提供的另一种解析静电与力电耦合响应的原子力显微方法的子流程示意图;5B is a schematic sub-flow diagram of another atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses provided by Embodiment 1 of the present invention;

图6是本发明实施例二提供的一种解析静电与力电耦合响应的原子力显微系统的结构示意图。FIG. 6 is a schematic structural diagram of an atomic force microscopy system for analyzing electrostatic and electromechanical coupling responses provided by Embodiment 2 of the present invention.

具体实施方式Detailed ways

下面结合附图和实施例对本发明作进一步的详细说明。可以理解的是,此处所描述的具体实施例仅仅用于解释本发明,而非对本发明的限定。另外还需要说明的是,为了便于描述,附图中仅示出了与本发明相关的部分而非全部结构。The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, but not to limit the present invention. In addition, it should be noted that, for the convenience of description, only some structures related to the present invention are shown in the drawings but not all structures.

实施例一Embodiment one

图1为本发明实施例一提供的一种解析静电与力电耦合响应的原子力显微方法的流程示意图,本实施例可适用于对目标样品进行静电和应变测试的情况,该方法可以由一种解析静电与力电耦合响应的原子力显微系统来执行,具体包括如下步骤:Figure 1 is a schematic flow chart of an atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses provided by Embodiment 1 of the present invention. This embodiment can be applied to the situation where electrostatic and strain tests are performed on target samples. This method can be performed by a An atomic force microscopy system for analyzing electrostatic and electromechanical coupling responses is implemented, which specifically includes the following steps:

步骤110、将两个频段内具有不同特性参数的多个子波形按预设拼接顺序合成激励信号。Step 110, combining multiple sub-waveforms with different characteristic parameters in the two frequency bands into an excitation signal according to a preset splicing sequence.

通常原子力显微镜(Atomic Force Microscope,AFM)对样品的多种性能进行测试时,需要进行多次动态和/或静态扫描,对应的需要多次收集测试结果数据进行处理,且切换不同谐波扫描用时较长。由于待测目标的本征振幅通常十分微弱,容易被仪器的系统噪音掩盖,需要借助共振激励来放大响应。Usually, when the atomic force microscope (Atomic Force Microscope, AFM) tests various properties of the sample, it needs to perform multiple dynamic and/or static scans, and correspondingly needs to collect test result data multiple times for processing, and switch between different harmonic scans. longer. Since the eigenamplitude of the target to be measured is usually very weak and is easily covered by the system noise of the instrument, it is necessary to use resonance excitation to amplify the response.

本实施例采用高通量技术,将多个子波形按预设拼接顺序合成激励信号,且子波形具有不同特性参数,子波形为正弦波,所述不同特征参数包括不同频率、不同周期、不同幅值和不同相位中的一种或多种,顺序合成激励信号包含具有不同特性参数多个子波形,因而顺序合成激励信号具有多种测试功能。进一步的,合成激励信号的子波形的频率均属于预设的两个频段内,即激励信号的频谱范围覆盖双模态对应的频率,且子波形的频率为离散状态。本实施例采用的多个频率离散的正弦波合成的激励信号进行测试能够获得满足精度要求的测试结果,同时与采用连续频率子波进行测试的方法相比,提高了测试速率。使用上述激励信号波形激励扫描区域获得静电响应与力电耦合应变响应的扫描信息,实现简单高效地获取高物理相关度的大数据的效果。同时激励能量集中于多个关键频率,在提升信噪比的同时减少数据冗余。In this embodiment, high-throughput technology is used to synthesize multiple sub-waveforms into excitation signals according to a preset splicing sequence, and the sub-waveforms have different characteristic parameters, and the sub-waveforms are sine waves. The different characteristic parameters include different frequencies, different periods, and different amplitudes. value and different phases, the sequentially synthesized stimulus signal contains multiple sub-waveforms with different characteristic parameters, so the sequentially synthesized stimulus signal has multiple test functions. Further, the frequencies of the sub-waveforms of the synthesized excitation signal belong to two preset frequency bands, that is, the spectrum range of the excitation signal covers the frequencies corresponding to the dual modes, and the frequencies of the sub-waveforms are in a discrete state. The excitation signal synthesized by a plurality of frequency discrete sine waves used in this embodiment can obtain a test result that meets the accuracy requirement, and at the same time, compared with the method of using continuous frequency wavelets for testing, the test rate is improved. Using the above-mentioned excitation signal waveform to excite the scanning area to obtain the scanning information of the electrostatic response and the electromechanical coupling strain response achieves the effect of simply and efficiently obtaining large data with high physical correlation. At the same time, the excitation energy is concentrated on multiple key frequencies, which reduces data redundancy while improving the signal-to-noise ratio.

具体的,测试用的激励信号是根据目标材料扫描区域的共振频率区间所定制,在实验中通常使用“AFM”软件寻找需要扫描的区域,并确认材料的共振频率区间。激励信号合成前,需要提前设定好起始频率、结束频率、驱动电压、仪器采样率、拟合点数等参数进行信号的定制,根据上述参数换算生成一系列等差频率的子波形,再将生成的各频率子波形进行拼接生成激励信号。换算过程中需要用到的中间参数有频率差间隔、每频率的周期数、相位滞后等。激励信号涵盖两个频段范围,例如包含一阶频率的信号和二阶频率的子波信号。由于共振效应越接近样品本征频率时响应强度也越大,因此本实施例提供的技术方案比传统的其他技术可以更好的覆盖各个共振峰频率段,从而获得更可靠的响应信息。示例性的,扫描区域的一阶频率区间为330kHZ-360kHZ,通常使用15个频率点覆盖该区间,故频率间隔为2Khz。Specifically, the excitation signal for the test is customized according to the resonance frequency range of the scanning area of the target material. In the experiment, the "AFM" software is usually used to find the area to be scanned and confirm the resonance frequency range of the material. Before synthesizing the excitation signal, it is necessary to set the starting frequency, ending frequency, driving voltage, instrument sampling rate, fitting points and other parameters in advance to customize the signal, and generate a series of sub-waveforms with equal difference frequency according to the conversion of the above parameters, and then The generated frequency sub-waveforms are spliced to generate an excitation signal. The intermediate parameters that need to be used in the conversion process include the frequency difference interval, the number of cycles per frequency, and the phase lag. The excitation signal covers two frequency ranges, such as a signal containing a first-order frequency and a wavelet signal of a second-order frequency. Since the resonance effect is closer to the sample eigenfrequency, the response intensity is greater, so the technical solution provided by this embodiment can better cover each formant frequency range than other traditional techniques, so as to obtain more reliable response information. Exemplarily, the first-order frequency interval of the scanning area is 330kHZ-360kHZ, and 15 frequency points are usually used to cover this interval, so the frequency interval is 2Khz.

步骤120、将所述激励信号施加至待测目标,获取待测目标不同特性参数的双模态振幅图像。Step 120, applying the excitation signal to the target to be measured, and acquiring dual-mode amplitude images of different characteristic parameters of the target to be measured.

扫描探针施加激励信号于待测目标,产生极微弱的原子间相互作用力,作用力将使得与扫描探针连接的悬臂发生形变或运动状态发生变化。扫描样品时,利用传感器检测这些变化,就可获得作用力分布信息,从而以纳米级分辨率获得表面形貌结构信息及电流、形变等物理信息。本实施例中施加激励信号获取的双模态振幅图像具体为:待测目标在探针电场激励信号作用下的响应振幅图像,其贡献源自于待测目标与探针之间的静电力响应和目标自身的电致应变响应的总和。The scanning probe applies an excitation signal to the target to be measured, generating a very weak interatomic interaction force, which will cause the cantilever connected to the scanning probe to deform or change its motion state. When scanning the sample, use the sensor to detect these changes, and then the force distribution information can be obtained, so as to obtain the surface topography structure information and physical information such as current and deformation with nanoscale resolution. In this embodiment, the dual-mode amplitude image obtained by applying the excitation signal is specifically: the response amplitude image of the target under the action of the electric field excitation signal of the probe, and its contribution comes from the electrostatic force response between the target to be measured and the probe and the sum of the target's own electrostrain response.

其中,步骤120具体包括:Wherein, step 120 specifically includes:

S1、通过原子力显微镜的探针依次将所述激励信号施加至待测目标,获得对应的响应信号。S1. Apply the excitation signal to the target to be measured sequentially through the probe of the atomic force microscope to obtain a corresponding response signal.

S2、分离所述响应信号中不同特性参数对应的振幅图像。S2. Separate amplitude images corresponding to different characteristic parameters in the response signal.

任意波形发生器将生成的激励信号转换为预设采样频率的模拟信号发送至扫描显微镜探针上,在将所述激励信号转换为预设采样频率的模拟信号时,任意波形发生器对模拟信号进行标记,将不同频率信号间隔区分,确保激励和后处理时不相互串扰,具体为将不同子波形由其中间所预留固定长度的空白值进行区分标记。扫描探针依次将模拟信号施加至待测目标,可以实现对目标样品的一次扫描得到多种测试结果信号。测试结果信号为收集到的样品响应信号,测试结果信号按照合成激励信号的预设拼接顺序分别生成多种测试结果,所述测试结果信号的种类数量对应不同特征参数的子波形的数量,测试结果为探针的振动响应,解耦结果为目标样品的静电和应变属性。The arbitrary waveform generator converts the generated excitation signal into an analog signal with a preset sampling frequency and sends it to the scanning microscope probe. When converting the excitation signal into an analog signal with a preset sampling frequency, the arbitrary waveform generator Marking is used to distinguish different frequency signals at intervals to ensure that there is no crosstalk during excitation and post-processing. Specifically, different sub-waveforms are distinguished and marked by a fixed-length blank value reserved in the middle. The scanning probe sequentially applies analog signals to the target to be tested, so that multiple test result signals can be obtained from one scan of the target sample. The test result signal is the collected sample response signal, and the test result signal generates a variety of test results respectively according to the preset splicing sequence of the synthetic excitation signal. is the vibrational response of the probe, and the decoupling results are the electrostatic and strain properties of the target sample.

示例性的,如图2所示,激励信号由多个频率离散的正弦波在预设的时间跨度内以时序方式连接,组成激励信号的不同频率子波形连接处预留固定长度的空白值进行标记,用于后处理时识别不同子波形产生的响应信号,确保进行激励和后期处理时不同频率子波形不相互串扰;将多个不同频率信号通过扫描探针对样品进行激励,扫描探针对待测目标按行顺序进行扫描,采集到响应的信号并传输至后处理器中,由后处理器中的MATLAB软件对收集到的不同模态的响应信号进行分段切割与解析,反向求解得到对应的振幅与相位再进行拟合,最后得到不同模态的幅值图和相位图。Exemplarily, as shown in Figure 2, the excitation signal is composed of multiple frequency discrete sine waves connected in time sequence within a preset time span, and a fixed-length blank value is reserved at the connection of different frequency sub-waveforms that make up the excitation signal. Marking, used to identify the response signals generated by different sub-waveforms during post-processing, to ensure that different frequency sub-waveforms do not interfere with each other during excitation and post-processing; multiple different frequency signals are used to excite the sample through the scanning probe, and the scanning probe treats The measurement target is scanned in line order, and the response signal is collected and transmitted to the post-processor. The MATLAB software in the post-processor performs segmental cutting and analysis on the collected response signals of different modes, and the reverse solution is obtained The corresponding amplitude and phase are then fitted, and finally the amplitude and phase diagrams of different modes are obtained.

步骤130、根据目标解耦模型和所述待测目标的振幅图像进行解耦与重构,生成所述待测目标的力电耦合应变图像和静电响应图像。Step 130 , decoupling and reconstructing according to the target decoupling model and the amplitude image of the target to be measured, and generating the electromechanical coupling strain image and electrostatic response image of the target to be measured.

可选的,步骤130具体包括:Optionally, step 130 specifically includes:

步骤131、对所述待测目标的全时域振幅响应数据进行解调得到待测目标在探针施加激励信号下的本征振幅和相位。Step 131 , demodulating the full-time domain amplitude response data of the target to be measured to obtain the intrinsic amplitude and phase of the target to be measured under the excitation signal applied by the probe.

基于探针振动原理、双模态大数据的定量解耦方法可以准确反映材料在针尖电场诱导下的真实应变、附加静电力的干扰。如图3所示,待测目标的材料在探针静电力的诱导下的本征振幅与其刚度成反比,在不同振动模态下差异明显,但应变所致的本征振幅不受此影响。对因材料内部性质变化所伴生的静电作用也能起到区分作用,例如,铁电极化改变、离子浓度变化所诱导的静电作用。The quantitative decoupling method based on the probe vibration principle and dual-mode big data can accurately reflect the real strain of the material induced by the electric field at the tip and the interference of the additional electrostatic force. As shown in Figure 3, the eigenamplitude of the material to be measured under the induction of the probe electrostatic force is inversely proportional to its stiffness, and the difference is obvious in different vibration modes, but the eigenamplitude caused by strain is not affected by this. It can also distinguish the electrostatic effect associated with the change of the internal properties of the material, for example, the electrostatic effect induced by the change of ferroelectric polarization and the change of ion concentration.

步骤132、根据所述本征振幅和所述本征相位,所述目标解耦模型对解耦后的数据进行重构得到所述待测目标的力电耦合应变图像和静电响应图像。Step 132 , according to the eigenamplitude and eigenphase, the target decoupling model reconstructs the decoupled data to obtain the electromechanical coupling strain image and electrostatic response image of the target to be measured.

在解耦前,使用标准样品周期性铌酸锂(PPLN)对探针进行校准,由于存在静电力干扰,PPLN不同极化区域中有的畴区响应被增强,有的被减弱,这是由于不同畴区的极化方向不同导致的,静电力与样品极化方向相同时,响应增强,方向相反时则会相互抵消。由一阶与二阶振幅分布通过目标解耦模型解耦得到压电响应分布图的振幅分布符合真实的畴结构分布,不同方向的畴区振幅一致,在畴界处有较低的响应。将得到的一阶振幅与二阶振幅图像根据目标解耦模型进行解耦运算即可得到样品的力电耦合应变图分布。进一步的,根据目标解耦模型的解耦能更好地用于对比不同材料的静电力响应与力电耦合应变响应。力电耦合应变与静电响应在不同模态的振幅相应如图4A、图4B和图4C所示,在不同模态下,探针分别在力电耦合应变与静电力响应下对应的振幅在总响应的振幅中占比不同。Before decoupling, the standard sample periodic lithium niobate (PPLN) is used to calibrate the probe. Due to the interference of electrostatic force, some domain responses in different polarization regions of PPLN are enhanced, and some are weakened. This is due to Due to the different polarization directions of different domains, when the electrostatic force is in the same direction as the sample polarization direction, the response is enhanced, and when the direction is opposite, they cancel each other out. From the first-order and second-order amplitude distributions decoupling through the target decoupling model, the amplitude distribution of the piezoelectric response distribution map conforms to the real domain structure distribution, the domain regions in different directions have the same amplitude, and there is a lower response at the domain boundary. The obtained first-order amplitude and second-order amplitude images are decoupled according to the target decoupling model to obtain the distribution of the electromechanical coupling strain map of the sample. Furthermore, the decoupling according to the target decoupling model can be better used to compare the electrostatic force response and electromechanical coupling strain response of different materials. The corresponding amplitudes of electromechanical coupling strain and electrostatic response in different modes are shown in Figure 4A, Figure 4B and Figure 4C. The amplitude of the response varies in proportion.

本发明实施例的技术方案通过将两个频段内具有不同特性参数的多个子波形按预设拼接顺序合成激励信号;将所述激励信号施加至待测目标,获取待测目标不同特性参数对应的双模态振幅图像;根据目标解耦模型和所述待测目标的双模态振幅图像进行解耦与重构,生成所述待测目标的力电耦合应变图像和静电响应图像;解决力电耦合应变测量易受静电影响、结果不准确的问题,实现由目标解耦模型定量解析双模态数据准确获得待测目标的力电耦合应变图像和静电响应图像,以及减小对特定探针的需求,提高适用性的效果。The technical solution of the embodiment of the present invention synthesizes the excitation signal by combining multiple sub-waveforms with different characteristic parameters in two frequency bands according to the preset splicing sequence; applies the excitation signal to the target to be measured, and obtains the different characteristic parameters of the target to be measured. Dual-mode amplitude image; decoupling and reconstruction are performed according to the target decoupling model and the dual-mode amplitude image of the target to be measured to generate a mechatronic coupling strain image and an electrostatic response image of the target to be measured; Coupled strain measurement is easily affected by static electricity and the results are inaccurate, and the quantitative analysis of dual-mode data by the target decoupling model can accurately obtain the electromechanical coupling strain image and electrostatic response image of the target to be measured, and reduce the impact on specific probes. demand, and improve the effect of applicability.

在上述技术方案的基础上,如图5A所示,在步骤110之前,还包括:On the basis of the above technical solution, as shown in Figure 5A, before step 110, it also includes:

步骤100、构造解耦模型。Step 100, constructing a decoupling model.

如图5B所示,具体包括:步骤101、标定原子力显微镜的探针的振动参数。As shown in FIG. 5B , it specifically includes: step 101 , calibrating the vibration parameters of the probe of the atomic force microscope.

扫描探针显微镜通过在导电探针上施加一个交流电压,在针尖电场作用下,压电样品在逆压电效应作用下产生形变,增强此形变位移传递给探针,并通过共振放大作用增强信号,通过激光探测器检测探针的位移变化对样品的形变进行量化。在AFM在测量的同时,由于探针与样品间的电容效应,会引入静电作用,增加探针振幅额外的贡献。由于静电作用受探针刚度影响显著,因此构建解耦模型之前,需要标定探针的振动参数。Scanning probe microscopy applies an AC voltage to the conductive probe, and under the action of the tip electric field, the piezoelectric sample is deformed under the action of the inverse piezoelectric effect, which enhances the deformation and displacement transmitted to the probe, and enhances the signal through resonance amplification. , the deformation of the sample is quantified by detecting the displacement change of the probe with a laser detector. While the AFM is measuring, due to the capacitive effect between the probe and the sample, electrostatic interaction will be introduced, which will increase the additional contribution of the probe amplitude. Since the electrostatic effect is significantly affected by the stiffness of the probe, it is necessary to calibrate the vibration parameters of the probe before constructing the decoupling model.

其中,可选的,振动参数包括探针和待测样品耦合共振的双模态的刚度和光杠杆转换系数。Wherein, optionally, the vibration parameters include dual-mode stiffness and optical lever conversion coefficient of coupled resonance between the probe and the sample to be measured.

根据探针振动原理,可通过实验测量探针在自由共振下不同模态的刚度,再经梁理论转换得到双模态的刚度。对于光杠杆转换系数可以通过测量纯静电作用或者变动AFM探针悬臂上激光斑点综合位置来进行标定。According to the vibration principle of the probe, the stiffness of different modes of the probe under free resonance can be measured experimentally, and then the stiffness of the dual mode can be obtained through beam theory conversion. The optical lever conversion coefficient can be calibrated by measuring the pure electrostatic effect or changing the integrated position of the laser spot on the cantilever of the AFM probe.

步骤102、基于所述探针的振动参数构造初始解耦模型。Step 102, constructing an initial decoupling model based on the vibration parameters of the probe.

步骤103、基于原子力显微镜的测量数据对所述初始解耦模型进行可靠性验证,得到目标解耦模型。Step 103, performing reliability verification on the initial decoupling model based on the measurement data of the atomic force microscope, to obtain a target decoupling model.

为检验解耦模型的有效性,可以利用多种AFM常规测量验证响应量级匹配与否。其中,由于静电力为长程作用力,可在共振测量后,抬高AFM探针至样品表面若干纳米处,并且施加同样的激励信号;此时为非接触状态,探针振动已不受样品形变影响,其振幅由纯静电力梯度决定,因此可以通过变化探针高度、外加不同直流偏置来精确测量静电力。最后通过采用刚度各异的探针以及不同样品,如磷酸铁锂、氧化铈、甲胺铅碘等,来检验解耦模型的适用性。将验证通过的解耦模型确定为目标解耦模型。In order to test the effectiveness of the decoupling model, a variety of AFM routine measurements can be used to verify whether the response magnitude matches or not. Among them, since the electrostatic force is a long-range force, after the resonance measurement, the AFM probe can be raised to a few nanometers on the sample surface, and the same excitation signal is applied; at this time, it is in a non-contact state, and the probe vibration is no longer affected by the sample deformation. The amplitude is determined by the pure electrostatic force gradient, so the electrostatic force can be accurately measured by varying the probe height and applying different DC biases. Finally, the applicability of the decoupling model was tested by using probes with different stiffnesses and different samples, such as lithium iron phosphate, cerium oxide, methylamine lead iodine, etc. The verified decoupling model is determined as the target decoupling model.

示例性的,当存在静电力的时候,AFM测量的总振幅响应由压电响应与静电响应共同组成,如公式(1)所示:Exemplarily, when there is an electrostatic force, the total amplitude response measured by the AFM is composed of a piezoelectric response and an electrostatic response, as shown in formula (1):

Figure BDA0003014391180000111
Figure BDA0003014391180000111

其中,Atotal为总响应振幅,Ap为压电振幅,Ae为静电振幅,d33为样品的压电系数,Vac为针尖交流电压,k为探针样品的系统刚度,C'为针尖样品间的电容梯度,Vdc为探针直流电压,Vsp为样品表面电势。Among them, A total is the total response amplitude, A p is the piezoelectric amplitude, A e is the electrostatic amplitude, d is the piezoelectric coefficient of the sample, V ac is the AC voltage of the tip, k is the system stiffness of the probe sample, and C' is Capacitance gradient between the needle tip and sample, V dc is the direct current voltage of the probe, and V sp is the surface potential of the sample.

为了能够得到样品真实的压电响应,利用探针的多阶共振模态属性,探针的动态刚度会随着共振模态的增加而递增,而探针刚度则与静电响应大小成反比,而不影响压电应变,由此通过使用双模态PFM,从不同模态响应的总振幅Aw1,Aw2中解耦出真实的压电响应Ap与静电响应Ae,不同模态下的振幅响应贡献如下,Fe为静电力如公式(2)和(3)所示:In order to obtain the real piezoelectric response of the sample, using the multi-order resonance mode properties of the probe, the dynamic stiffness of the probe will increase with the increase of the resonance mode, while the probe stiffness is inversely proportional to the magnitude of the electrostatic response, while Does not affect the piezoelectric strain, so by using dual-mode PFM, the real piezoelectric response A p and electrostatic response A e are decoupled from the total amplitudes A w1 and A w2 of different modal responses. The amplitude response contribution is as follows, F e is the electrostatic force as shown in formulas (2) and (3):

Figure BDA0003014391180000112
Figure BDA0003014391180000112

Figure BDA0003014391180000113
Figure BDA0003014391180000113

使用标准样品PPLN对探针进行校准,获得系统参数invOLS1,invOLS2,k1,k2。标准样品PPLN的压电系数为已知值d33=7.5pm/V,样品由周期性分布排列的极化向上与向下的条带畴组成,不同极化方向的畴区振幅响应大小相同,相位相反,在畴界处振幅响应最低。针尖交流电压Vac的值在实验测量时设定,Aw1,Aw2为实验测量得到的探针不同阶次的振幅值。根据不同模态下探针动态刚度k1,k2的不同,通过公式(4)即可求得压电响应:The standard sample PPLN is used to calibrate the probe, and the system parameters invOLS 1 , invOLS 2 , k 1 , k 2 are obtained. The piezoelectric coefficient of the standard sample PPLN is a known value d 33 =7.5pm/V. The sample is composed of strip domains that are periodically distributed and arranged upward and downward. The amplitude responses of the domains in different polarization directions are the same. The phase is opposite, and the amplitude response is lowest at the domain boundary. The value of the needle tip AC voltage V ac is set during the experimental measurement, and A w1 and A w2 are the amplitude values of different orders of the probe obtained from the experimental measurement. According to the difference in dynamic stiffness k 1 and k 2 of the probe under different modes, the piezoelectric response can be obtained by formula (4):

Figure BDA0003014391180000121
Figure BDA0003014391180000121

在SSPFM(Switching spectroscopy piezoresponse force microscopy,压电响应力翻转谱显微术)模式中,设置0-15V线性变化的直流电压扫描,交流电幅值为1V,分别测量探针在PPLN样品上不同极化区域的一阶共振响应与二阶共振响应。In the SSPFM (Switching spectroscopy piezoresponse force microscopy, piezoelectric response force flip spectrum microscopy) mode, set a DC voltage scan with a linear change of 0-15V, and the AC amplitude is 1V, and measure the different polarizations of the probe on the PPLN sample. The first-order resonance response and the second-order resonance response of the region.

对相交线段进行线性拟合,交点处即为样品真实的压电振幅值,此时的振幅值为通过静态invOLS换算得到了,因此需先除掉静态invOLS得到原始信号,静态invOLS=95.99nm/V,由Cypher ES通过热噪测试校准得到。再通过标样已知的压电系数d33来重新计算不同共振模态下的invOLS1,invOLS2,如公式(5)和(6)所示:Perform linear fitting on the intersecting line segments, and the intersection point is the real piezoelectric amplitude value of the sample. The amplitude value at this time is obtained through static invOLS conversion, so it is necessary to remove the static invOLS first to obtain the original signal, static invOLS=95.99nm/ V, calibrated by Cypher ES through thermal noise test. Then use the known piezoelectric coefficient d33 of the standard sample to recalculate invOLS1 and invOLS2 under different resonance modes, as shown in formulas (5) and (6):

Figure BDA0003014391180000122
Figure BDA0003014391180000122

Figure BDA0003014391180000123
Figure BDA0003014391180000123

从上式中得到invOLS1=51.166nm/V,invOLS2=126.711nm/V。From the above formula, invOLS1=51.166nm/V, invOLS2=126.711nm/V.

再通过一阶模态与二阶模态拟合线段的斜率b1=5.4264pm/V,b2=0.223pm/V可得到动刚度k2与k1的比值β,如公式(7)所示:Then through the slope b1=5.4264pm/V and b2=0.223pm/V of the line segment fitted by the first-order mode and the second-order mode, the ratio β of the dynamic stiffness k2 to k1 can be obtained, as shown in formula (7):

Figure BDA0003014391180000124
Figure BDA0003014391180000124

得到β=6.5。This gives β = 6.5.

由此,即标定完所有的系统参数,只需通过实验测试得到一阶模态与二阶模态下的振幅响应值,通过解耦公式即可分离出真正的压电响应贡献。Thus, after all the system parameters have been calibrated, only the amplitude response values in the first-order mode and the second-order mode can be obtained through experimental testing, and the real piezoelectric response contribution can be separated through the decoupling formula.

在上述技术方案的基础上,步骤120中的分步骤S2优选包括:On the basis of the above-mentioned technical solution, sub-step S2 in step 120 preferably includes:

S21、将所述不同特性参数下的全时域振动响应信号经过解调求得所述待测目标在不同特性参数和不同模态下的特征信息。S21. Demodulate the full-time-domain vibration response signals under the different characteristic parameters to obtain characteristic information of the target under different characteristic parameters and different modes.

由于任意波形发生器对模拟信号进行了标记,将不同特性参数对应的信号间隔区分,因此获得的不同特性参数下的全时域振动响应信号在经过解调后,可以得到待测目标在不同特性参数和不同模态下对应的特征信息。特性信息包括振幅、相位偏移、谐振频率和品质因数等中的一种或多种。Since the arbitrary waveform generator marks the analog signal and distinguishes the signal intervals corresponding to different characteristic parameters, the obtained full-time vibration response signals under different characteristic parameters can be obtained after demodulation. parameters and corresponding feature information in different modes. The characteristic information includes one or more of amplitude, phase offset, resonance frequency and quality factor.

S22、根据所述特征信息和预设拟合算法得到所述待测目标在不同特性参数下对应包含的双模态振幅图像。S22. According to the feature information and a preset fitting algorithm, obtain the dual-mode amplitude images correspondingly contained in the target to be measured under different characteristic parameters.

将获得的每个像素点在不同特性参数下对应的特征信息分别画至复平面,由对应的物理模型进行拟合得到待测目标的本征振幅和相位,重构生成双模态对应的幅值图和相位图。Draw the corresponding characteristic information of each pixel under different characteristic parameters to the complex plane, and fit the corresponding physical model to obtain the intrinsic amplitude and phase of the target to be measured, and reconstruct the amplitude corresponding to the dual mode. Value plots and phase plots.

实施例二Embodiment two

图6为本发明实施例提供的一种解析静电与力电耦合响应的原子力显微系统。如图6所示,一种解析静电与力电耦合响应的原子力显微系统,包括:Fig. 6 is an atomic force microscopy system for analyzing electrostatic and electromechanical coupling responses provided by an embodiment of the present invention. As shown in Figure 6, an atomic force microscopy system for analyzing electrostatic and electromechanical coupling responses includes:

信号生成模块510,用于将两个频段内具有不同特性参数的多个子波形按预设拼接顺序合成激励信号。The signal generation module 510 is configured to synthesize the excitation signal from multiple sub-waveforms with different characteristic parameters in the two frequency bands according to a preset splicing sequence.

通常原子力显微镜(Atomic Force Microscope,AFM)对样品的多种性能进行测试时,需要进行多次动态和/或静态扫描,对应的需要多次收集测试结果数据进行处理,且切换不同谐波扫描用时较长。由于待测目标的本征振幅通常十分微弱,容易被仪器的系统噪音掩盖,需要借助共振激励来放大响应。Usually, when the atomic force microscope (Atomic Force Microscope, AFM) tests various properties of the sample, it needs to perform multiple dynamic and/or static scans, and correspondingly needs to collect test result data multiple times for processing, and switch between different harmonic scans. longer. Since the eigenamplitude of the target to be measured is usually very weak and is easily covered by the system noise of the instrument, it is necessary to use resonance excitation to amplify the response.

本实施例采用高通量技术,将多个子波形按预设拼接顺序合成激励信号,且子波形具有不同特性参数,子波形可为正弦波,所述不同特征参数包括不同频率、不同周期、不同幅值和不同相位中的一种或多种,顺序合成激励信号包含具有不同特性参数多个子波形,因而顺序合成激励信号具有多种测试功能。进一步的,合成激励信号的子波形的频率均属于预设的两个频段内,即激励信号的频谱范围覆盖双模态对应的频率,且子波形的频率为离散状态。本实施例采用的多个频率离散的正弦波合成的激励信号进行测试能够获得满足精度要求的测试结果,同时与采用连续频率子波进行测试的方法相比,提高了测试速率。使用上述激励信号波形激励扫描区域获得静电响应与力电耦合应变响应的扫描信息,实现简单高效地获取高物理相关度的大数据的效果。同时激励能量集中于多个关键频率,在提升信噪比的同时减少数据冗余。This embodiment uses high-throughput technology to synthesize multiple sub-waveforms into excitation signals according to a preset splicing sequence, and the sub-waveforms have different characteristic parameters, and the sub-waveforms can be sine waves. The different characteristic parameters include different frequencies, different periods, different One or more of amplitude and different phases, the sequentially synthesized excitation signal contains multiple sub-waveforms with different characteristic parameters, so the sequentially synthesized excitation signal has multiple test functions. Further, the frequencies of the sub-waveforms of the synthesized excitation signal belong to two preset frequency bands, that is, the spectrum range of the excitation signal covers the frequencies corresponding to the dual modes, and the frequencies of the sub-waveforms are in a discrete state. The excitation signal synthesized by a plurality of frequency discrete sine waves used in this embodiment can obtain a test result that meets the accuracy requirement, and at the same time, compared with the method of using continuous frequency wavelets for testing, the test rate is improved. Using the above-mentioned excitation signal waveform to excite the scanning area to obtain the scanning information of the electrostatic response and the electromechanical coupling strain response achieves the effect of simply and efficiently obtaining large data with high physical correlation. At the same time, the excitation energy is concentrated on multiple key frequencies, which reduces data redundancy while improving the signal-to-noise ratio.

图像获取模块520,用于将所述激励信号施加至待测目标,获取待测目标不同特性参数的双模态振幅图像。The image acquisition module 520 is configured to apply the excitation signal to the target to be measured, and acquire dual-mode amplitude images of different characteristic parameters of the target to be measured.

扫描探针施加激励信号于待测目标,产生极微弱的原子间相互作用力,作用力将使得与扫描探针连接的悬臂发生形变或运动状态发生变化。扫描样品时,利用传感器检测这些变化,就可获得作用力分布信息,从而以纳米级分辨率获得表面形貌结构信息及电流、形变等物理信息。本实施例中施加激励信号获取的双模态振幅图像具体为:待测目标在探针激励信号作用下的电致应变响应振幅图像,待测目标与探针之间的静电力响应振幅图像。The scanning probe applies an excitation signal to the target to be measured, generating a very weak interatomic interaction force, which will cause the cantilever connected to the scanning probe to deform or change its motion state. When scanning the sample, use the sensor to detect these changes, and then the force distribution information can be obtained, so as to obtain the surface topography structure information and physical information such as current and deformation with nanoscale resolution. In this embodiment, the dual-mode amplitude images obtained by applying the excitation signal are specifically: the amplitude image of the electrostrain response of the target to be measured under the action of the excitation signal of the probe, and the amplitude image of the electrostatic force response between the target to be measured and the probe.

激励信号由多个频率离散的正弦波在预设的时间跨度内以时序方式连接,组成激励信号的不同频率子波形连接处预留固定长度的空白值进行标记,用于后处理时识别不同子波形产生的响应信号,确保进行激励和后期处理时不同频率子波形不相互串扰;将多个不同频率信号通过扫描探针对样品进行激励,扫描探针对待测目标按行顺序进行扫描,采集到响应的信号并传输至后处理器中,由后处理器中的MATLAB软件对收集到的不同模态的响应信号进行分段切割与解析,反向求解得到对应的振幅与相位再进行拟合,最后得到不同模态的幅值图和相位图。The excitation signal is composed of multiple frequency discrete sine waves connected in time sequence within a preset time span, and a fixed-length blank value is reserved at the connection of different frequency sub-waveforms that make up the excitation signal for marking, which is used to identify different sub-waveforms during post-processing. The response signal generated by the waveform ensures that different frequency sub-waveforms do not interfere with each other during excitation and post-processing; multiple different frequency signals are used to excite the sample through the scanning probe, and the scanning probe scans the target to be measured in row order, and the collected The response signal is transmitted to the post-processor, and the MATLAB software in the post-processor performs segmental cutting and analysis on the collected response signals of different modes, reversely solves to obtain the corresponding amplitude and phase, and then performs fitting. Finally, the magnitude diagram and phase diagram of different modes are obtained.

数据处理模块530,用于根据目标解耦模型和所述待测目标的振幅图像进行解耦与重构,生成所述待测目标的力电耦合应变图像和静电响应图像。The data processing module 530 is configured to perform decoupling and reconstruction according to the target decoupling model and the amplitude image of the target to be measured, and generate the electromechanical coupling strain image and the electrostatic response image of the target to be measured.

通过合成激励信号,在同一点位连续测量一阶,二阶模态响应,完成全区域的双模态响应振幅原位扫描,通过MATLAB程序从原始数据中提取出一阶振幅与二阶振幅图像,再根据目标解耦模型进行解耦运算即可得到待测目标样品的压电响应图分布,即待测目标的测试结果图像。By synthesizing the excitation signal, the first-order and second-order modal responses are continuously measured at the same point, and the in-situ scanning of the dual-mode response amplitude in the whole area is completed, and the first-order amplitude and second-order amplitude images are extracted from the original data through the MATLAB program , and then perform decoupling operations according to the target decoupling model to obtain the piezoelectric response map distribution of the target sample to be tested, that is, the test result image of the target to be tested.

可选的,解析静电与力电耦合响应的原子力显微系统还包括解耦模型构造模块500。解耦模型构造模块500具体包括:Optionally, the atomic force microscopy system for analyzing electrostatic and electromechanical coupling responses further includes a decoupling model construction module 500 . The decoupling model construction module 500 specifically includes:

参数标定单元,用于标定原子力显微镜的探针的振动参数。The parameter calibration unit is used to calibrate the vibration parameters of the probe of the atomic force microscope.

在AFM在测量的同时,由于探针与样品间的电容效应,会引入静电作用,增加探针振幅额外的贡献。由于静电作用受探针刚度影响显著,因此构建解耦模型之前,需要标定探针的振动参数。其中,可选的,振动参数包括探针和待测样品耦合共振的双模态的刚度和光杠杆转换系数。While the AFM is measuring, due to the capacitive effect between the probe and the sample, electrostatic interaction will be introduced, which will increase the additional contribution of the probe amplitude. Since the electrostatic effect is significantly affected by the stiffness of the probe, it is necessary to calibrate the vibration parameters of the probe before constructing the decoupling model. Wherein, optionally, the vibration parameters include dual-mode stiffness and optical lever conversion coefficient of coupled resonance between the probe and the sample to be measured.

根据探针振动原理,可通过实验测量探针在自由共振下不同模态的刚度,再经梁理论转换得到双模态的刚度。对于光杠杆转换系数可以通过测量纯静电作用或者变动AFM探针悬臂上激光斑点综合位置来进行标定。According to the vibration principle of the probe, the stiffness of different modes of the probe under free resonance can be measured experimentally, and then the stiffness of the dual mode can be obtained through beam theory conversion. The optical lever conversion coefficient can be calibrated by measuring the pure electrostatic effect or changing the integrated position of the laser spot on the cantilever of the AFM probe.

初始模型构造单元,用于基于所述探针的振动参数构造初始解耦模型。An initial model construction unit, configured to construct an initial decoupling model based on the vibration parameters of the probe.

模型验证单元,用于基于原子力显微镜的测量数据对所述初始解耦模型进行可靠性验证,得到目标解耦模型。The model verification unit is configured to verify the reliability of the initial decoupling model based on the measurement data of the atomic force microscope to obtain the target decoupling model.

为检验解耦模型的有效性,可以利用多种AFM常规测量验证响应量级匹配与否。其中,由于静电力为长程作用力,可在共振测量后,抬高AFM探针至样品表面若干纳米处,并且施加同样的激励信号;此时为非接触状态,探针振动已不受样品形变影响,其振幅由纯静电力梯度决定,因此可以通过变化探针高度、外加不同直流偏置来精确测量静电力。最后通过采用刚度各异的探针以及不同样品,如磷酸铁锂、氧化铈、甲胺铅碘等,来检验解耦模型的适用性。将验证通过的解耦模型确定为目标解耦模型。In order to test the effectiveness of the decoupling model, a variety of AFM routine measurements can be used to verify whether the response magnitude matches or not. Among them, since the electrostatic force is a long-range force, after the resonance measurement, the AFM probe can be raised to a few nanometers on the sample surface, and the same excitation signal is applied; at this time, it is in a non-contact state, and the probe vibration is no longer affected by the sample deformation. The amplitude is determined by the pure electrostatic force gradient, so the electrostatic force can be accurately measured by varying the probe height and applying different DC biases. Finally, the applicability of the decoupling model was tested by using probes with different stiffnesses and different samples, such as lithium iron phosphate, cerium oxide, methylamine lead iodine, etc. The verified decoupling model is determined as the target decoupling model.

可选的,图像获取模块520包括:Optionally, the image acquisition module 520 includes:

信号测试单元,用于通过原子力显微镜的探针依次将所述激励信号施加至待测目标,获得对应的响应信号。The signal testing unit is used to sequentially apply the excitation signal to the target to be tested through the probe of the atomic force microscope to obtain a corresponding response signal.

图像处理单元,用于分离所述响应信号中不同特性参数对应的振幅图像。An image processing unit, configured to separate amplitude images corresponding to different characteristic parameters in the response signal.

扫描探针依次将顺序合成的激励信号施加至待测目标的多个像素点,可以实现对目标样品的一次扫描得到多种测试结果信号。测试结果信号为收集到的样品响应信号,测试结果信号按照合成激励信号的预设拼接顺序分别生成多种测试结果,所述测试结果信号的种类数量对应不同特征参数的子波形的数量,测试结果为目标样品的静电和应变属性。The scanning probe sequentially applies sequentially synthesized excitation signals to multiple pixel points of the target to be tested, so that multiple test result signals can be obtained by one scan of the target sample. The test result signal is the collected sample response signal, and the test result signal generates a variety of test results respectively according to the preset splicing sequence of the synthetic excitation signal. are the electrostatic and strain properties of the target sample.

可选的,所述图像处理单元包括:Optionally, the image processing unit includes:

特征信息获取子单元,用于将所述不同特性参数下的全时域振动响应信号经过解调求得所述待测目标在不同特性参数和不同模态下的特征信息。The characteristic information acquisition subunit is used to demodulate the full-time vibration response signals under the different characteristic parameters to obtain the characteristic information of the target under different characteristic parameters and different modes.

由于AWG对模拟信号进行了标记,将不同特性参数对应的信号间隔区分,因此获得的不同特性参数下的全时域振动响应信号在经过解调后,可以得到待测目标在不同特性参数和不同模态下对应的特征信息。特性信息包括振幅、相位偏移、谐振频率和品质因数等中的一种或多种。Since the AWG marks the analog signal and distinguishes the signal intervals corresponding to different characteristic parameters, the obtained full-time vibration response signals under different characteristic parameters can be obtained after demodulation under different characteristic parameters and different characteristics of the target to be tested. The feature information corresponding to the mode. The characteristic information includes one or more of amplitude, phase offset, resonance frequency and quality factor.

振幅图像生成子单元,用于根据所述特征信息和预设拟合算法得到所述待测目标在不同特性参数下对应的双模态的振幅图像。The amplitude image generating subunit is used to obtain the corresponding dual-mode amplitude images of the target under different characteristic parameters according to the characteristic information and a preset fitting algorithm.

将获得的每个像素点在不同特性参数下对应的特征信息分别画至复平面,由对应的物理模型进行拟合得到待测目标的本征振幅和相位,重构生成不同模态对应的幅值图和相位图。Draw the corresponding characteristic information of each pixel under different characteristic parameters to the complex plane, fit the corresponding physical model to obtain the intrinsic amplitude and phase of the target to be measured, and reconstruct the amplitude corresponding to different modes. Value plots and phase plots.

可选的,数据处理模块530包括:Optionally, the data processing module 530 includes:

本征特性获取单元,用于对所述待测目标的全时域振幅响应数据进行解调得到待测目标在探针施加激励信号下的本征振幅和相位。The intrinsic characteristic acquisition unit is configured to demodulate the full-time domain amplitude response data of the target to be measured to obtain the intrinsic amplitude and phase of the target to be measured under the excitation signal applied by the probe.

基于探针振动原理、双模态大数据的定量解耦方法可以准确反映材料在针尖电场诱导下的真实应变、附加静电力的干扰。The quantitative decoupling method based on the probe vibration principle and dual-mode big data can accurately reflect the real strain of the material induced by the electric field at the tip and the interference of the additional electrostatic force.

结果获取单元,用于根据所述本征振幅和所述本征相位,所述目标解耦模型对解耦后的数据进行重构得到所述待测目标的力电耦合应变图像和静电响应图像。A result acquisition unit, configured to reconstruct the decoupled data according to the eigenamplitude and eigenphase, the target decoupling model to obtain the electromechanical coupling strain image and the electrostatic response image of the target to be measured .

由一阶与二阶振幅分布通过目标解耦模型解耦得到压电响应分布图的振幅分布符合真实的畴结构分布,不同方向的畴区振幅一致,在畴界处有较低的响应。将得到的一阶振幅与二阶振幅图像根据目标解耦模型进行解耦运算即可得到样品的力电耦合应变图分布。From the first-order and second-order amplitude distributions decoupling through the target decoupling model, the amplitude distribution of the piezoelectric response distribution map conforms to the real domain structure distribution, the domain regions in different directions have the same amplitude, and there is a lower response at the domain boundary. The obtained first-order amplitude and second-order amplitude images are decoupled according to the target decoupling model to obtain the distribution of the electromechanical coupling strain map of the sample.

本发明实施例的技术方案通过将两个频段内具有不同特性参数的多个子波形按预设拼接顺序合成激励信号;将所述激励信号施加至待测目标,获取待测目标不同特性参数对应的双模态振幅图像;根据目标解耦模型和所述待测目标的双模态振幅图像进行解耦与重构,生成所述待测目标的力电耦合应变图像和静电响应图像;解决力电耦合应变测量易受静电影响、结果不准确的问题,实现由目标解耦模型定量解析双模态数据准确获得待测目标的力电耦合应变图像和静电响应图像,以及减小对特定探针的需求,提高适用性的效果。The technical solution of the embodiment of the present invention synthesizes the excitation signal by combining multiple sub-waveforms with different characteristic parameters in two frequency bands according to the preset splicing sequence; applies the excitation signal to the target to be measured, and obtains the different characteristic parameters of the target to be measured. Dual-mode amplitude image; decoupling and reconstruction are performed according to the target decoupling model and the dual-mode amplitude image of the target to be measured to generate a mechatronic coupling strain image and an electrostatic response image of the target to be measured; Coupled strain measurement is easily affected by static electricity and the results are inaccurate, and the quantitative analysis of dual-mode data by the target decoupling model can accurately obtain the electromechanical coupling strain image and electrostatic response image of the target to be measured, and reduce the impact on specific probes. demand, and improve the effect of applicability.

本发明实施例所提供的解析静电与力电耦合响应的原子力显微系统可执行本发明任意实施例所提供的解析静电与力电耦合响应的原子力显微方法,具备执行方法相应的功能模块和有益效果。The atomic force microscopy system for analyzing electrostatic and electromechanical coupling responses provided by the embodiments of the present invention can execute the atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses provided by any embodiment of the present invention, and has corresponding functional modules and Beneficial effect.

注意,上述仅为本发明的较佳实施例及所运用技术原理。本领域技术人员会理解,本发明不限于这里所述的特定实施例,对本领域技术人员来说能够进行各种明显的变化、重新调整和替代而不会脱离本发明的保护范围。因此,虽然通过以上实施例对本发明进行了较为详细的说明,但是本发明不仅仅限于以上实施例,在不脱离本发明构思的情况下,还可以包括更多其他等效实施例,而本发明的范围由所附的权利要求范围决定。Note that the above are only preferred embodiments of the present invention and applied technical principles. Those skilled in the art will understand that the present invention is not limited to the specific embodiments described herein, and that various obvious changes, readjustments and substitutions can be made by those skilled in the art without departing from the protection scope of the present invention. Therefore, although the present invention has been described in detail through the above embodiments, the present invention is not limited to the above embodiments, and can also include more other equivalent embodiments without departing from the concept of the present invention, and the present invention The scope is determined by the scope of the appended claims.

Claims (10)

1.一种解析静电与力电耦合响应的原子力显微方法,其特征在于,包括:1. An atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses, characterized in that it comprises: 将两个频段内具有不同频率的多个子波形按预设拼接顺序合成激励信号;Multiple sub-waveforms with different frequencies in two frequency bands are synthesized into excitation signals according to the preset splicing sequence; 将所述激励信号施加至待测目标,获取待测目标不同频率对应的双模态振幅图像;Applying the excitation signal to the target to be measured, acquiring dual-mode amplitude images corresponding to different frequencies of the target to be measured; 根据目标解耦模型和所述待测目标的双模态振幅图像进行解耦与重构,生成所述待测目标的力电耦合应变图像和静电响应图像。Decoupling and reconstruction are performed according to the target decoupling model and the dual-mode amplitude image of the target to be measured to generate a mechatronic coupling strain image and an electrostatic response image of the target to be measured. 2.根据权利要求1所述的解析静电与力电耦合响应的原子力显微方法,其特征在于,在所述将两个频段内具有不同频率的多个子波形按预设拼接顺序合成激励信号之前,还包括:构造解耦模型;所述构造解耦模型包括:2. The atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses according to claim 1, characterized in that, before the multiple sub-waveforms with different frequencies in the two frequency bands are synthesized into excitation signals according to a preset splicing sequence , also includes: constructing a decoupling model; said constructing a decoupling model includes: 标定原子力显微镜的探针的振动参数;Calibrate the vibration parameters of the probe of the atomic force microscope; 基于所述探针的振动参数构造初始解耦模型;Constructing an initial decoupling model based on vibration parameters of the probe; 基于原子力显微镜的测量数据对所述初始解耦模型进行可靠性验证,得到目标解耦模型。Based on the measurement data of the atomic force microscope, the reliability of the initial decoupling model is verified, and the target decoupling model is obtained. 3.根据权利要求2所述的解析静电与力电耦合响应的原子力显微方法,其特征在于,所述探针的振动参数包括探针和待测样品耦合共振的双模态刚度和光杠杆转换系数。3. the atomic force microscopy method of analyzing static electricity and electromechanical coupling response according to claim 2, is characterized in that, the vibration parameter of described probe comprises the double-mode stiffness of probe and sample coupling resonance and optical lever conversion coefficient. 4.根据权利要求1所述的解析静电与力电耦合响应的原子力显微方法,其特征在于,所述激励信号的频谱范围覆盖所述双模态对应的频率。4. The atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses according to claim 1, wherein the frequency spectrum of the excitation signal covers the frequencies corresponding to the dual modes. 5.根据权利要求1所述的解析静电与力电耦合响应的原子力显微方法,其特征在于,所述将所述激励信号施加至待测目标,获取待测目标不同特性频率对应的双模态振幅图像包括:5. The atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses according to claim 1, wherein the excitation signal is applied to the target to be measured, and the dual-mode corresponding to different characteristic frequencies of the target to be measured is obtained. State amplitude images include: 通过原子力显微镜的探针依次将所述激励信号施加至待测目标,获得对应的响应信号;Applying the excitation signal to the target to be tested sequentially through the probe of the atomic force microscope to obtain a corresponding response signal; 分离所述响应信号中不同频率对应的振幅图像。Amplitude images corresponding to different frequencies in the response signal are separated. 6.根据权利要求5所述的解析静电与力电耦合响应的原子力显微方法,其特征在于,所述分离所述响应信号中不同频率对应的振幅图像,包括:6. The atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses according to claim 5, wherein said separating amplitude images corresponding to different frequencies in said response signal comprises: 将所述不同频率下的全时域振动响应信号经过解调求得所述待测目标在不同频率和不同模态下的特征信息;Demodulating the full-time vibration response signals at different frequencies to obtain the characteristic information of the target to be measured at different frequencies and different modes; 根据所述特征信息和预设拟合算法得到所述待测目标在不同频率下对应包含的双模态振幅图像。According to the feature information and a preset fitting algorithm, dual-mode amplitude images correspondingly included in the target to be measured at different frequencies are obtained. 7.根据权利要求1所述的解析静电与力电耦合响应的原子力显微方法,其特征在于,所述根据目标解耦模型和所述待测目标的双模态振幅图像进行解耦与重构,生成所述待测目标的力电耦合应变图像和静电响应图像,包括:7. The atomic force microscopy method for analyzing electrostatic and electromechanical coupling responses according to claim 1, wherein the decoupling and re-coupling are carried out according to the target decoupling model and the dual-mode amplitude image of the target to be measured. structure, generating the electromechanical coupling strain image and the electrostatic response image of the target to be measured, including: 对所述待测目标的全时域振幅响应数据进行解调得到待测目标在探针施加激励信号下的本征振幅和相位;Demodulating the full-time domain amplitude response data of the target to be measured to obtain the intrinsic amplitude and phase of the target to be measured under the excitation signal applied by the probe; 根据所述本征振幅和所述本征相位,所述目标解耦模型对解耦后的数据进行重构得到所述待测目标的力电耦合应变图像和静电响应图像。According to the eigenamplitude and the eigenphase, the target decoupling model reconstructs the decoupled data to obtain the electromechanical coupling strain image and the electrostatic response image of the target to be measured. 8.一种解析静电与力电耦合响应的原子力显微系统,其特征在于,包括:8. An atomic force microscopy system for analyzing electrostatic and electromechanical coupling responses, characterized in that it includes: 信号生成模块,用于将两个频段具有不同频率的多个子波形按预设拼接顺序合成激励信号;The signal generating module is used for synthesizing multiple sub-waveforms with different frequencies in two frequency bands into an excitation signal according to a preset splicing sequence; 图像获取模块,用于将所述激励信号施加至待测目标,获取待测目标不同频率对应的双模态振幅图像;An image acquisition module, configured to apply the excitation signal to the target to be measured, and obtain dual-mode amplitude images corresponding to different frequencies of the target to be measured; 数据处理模块,用于根据目标解耦模型和所述待测目标的双模态振幅图像进行解耦与重构,生成所述待测目标的力电耦合应变图像和静电响应图像。The data processing module is used to perform decoupling and reconstruction according to the target decoupling model and the dual-mode amplitude image of the target to generate the electromechanical coupling strain image and electrostatic response image of the target to be measured. 9.根据权利要求8所述的解析静电与力电耦合响应的原子力显微系统,其特征在于,还包括:解耦模型构造模块,所述解耦模型构造模块包括:9. The atomic force microscopy system for analyzing electrostatic and electromechanical coupling responses according to claim 8, further comprising: a decoupling model construction module, the decoupling model construction module comprising: 参数标定单元,用于标定原子力显微镜的探针的振动参数;The parameter calibration unit is used to calibrate the vibration parameters of the probe of the atomic force microscope; 初始模型构造单元,用于基于所述探针的振动参数构造初始解耦模型;an initial model construction unit, configured to construct an initial decoupling model based on the vibration parameters of the probe; 模型验证单元,用于基于原子力显微镜的测量数据对所述初始解耦模型进行可靠性验证,得到目标解耦模型。The model verification unit is configured to verify the reliability of the initial decoupling model based on the measurement data of the atomic force microscope to obtain the target decoupling model. 10.根据权利要求8所述的解析静电与力电耦合响应的原子力显微系统,其特征在于,所述数据处理模块包括:10. The atomic force microscopy system for analyzing electrostatic and electromechanical coupling responses according to claim 8, wherein the data processing module comprises: 本征特性获取单元,用于对所述待测目标的全时域振幅响应数据进行解调得到待测目标在探针施加激励信号下的本征振幅和相位;An intrinsic characteristic acquisition unit, configured to demodulate the full-time amplitude response data of the target to be measured to obtain the intrinsic amplitude and phase of the target to be measured under the excitation signal applied by the probe; 结果获取单元,用于根据所述本征振幅和所述本征相位,所述目标解耦模型对解耦后的数据进行重构得到所述待测目标的力电耦合应变图像和静电响应图像。A result acquisition unit, configured to reconstruct the decoupled data according to the eigenamplitude and eigenphase, the target decoupling model to obtain the electromechanical coupling strain image and the electrostatic response image of the target to be measured .
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