CN105403623A - Extraction method for sound emission main frequency of rock under single-axis compression condition - Google Patents
Extraction method for sound emission main frequency of rock under single-axis compression condition Download PDFInfo
- Publication number
- CN105403623A CN105403623A CN201510741248.8A CN201510741248A CN105403623A CN 105403623 A CN105403623 A CN 105403623A CN 201510741248 A CN201510741248 A CN 201510741248A CN 105403623 A CN105403623 A CN 105403623A
- Authority
- CN
- China
- Prior art keywords
- acoustic emission
- sample
- rock
- uniaxial compression
- dominant frequency
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 239000011435 rock Substances 0.000 title claims abstract description 52
- 230000006835 compression Effects 0.000 title claims abstract description 24
- 238000007906 compression Methods 0.000 title claims abstract description 24
- 238000000605 extraction Methods 0.000 title description 4
- 238000000034 method Methods 0.000 claims abstract description 37
- 230000008569 process Effects 0.000 claims abstract description 16
- 238000012360 testing method Methods 0.000 claims abstract description 16
- 230000006378 damage Effects 0.000 claims abstract description 10
- 238000012544 monitoring process Methods 0.000 claims abstract description 7
- 238000000536 acoustic emission spectrum Methods 0.000 claims description 5
- 238000002474 experimental method Methods 0.000 claims description 4
- 238000001228 spectrum Methods 0.000 claims description 3
- 238000012669 compression test Methods 0.000 claims description 2
- 229940099259 vaseline Drugs 0.000 claims description 2
- 206010061245 Internal injury Diseases 0.000 claims 1
- 238000006243 chemical reaction Methods 0.000 claims 1
- 238000001514 detection method Methods 0.000 abstract description 3
- 239000003245 coal Substances 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 239000010438 granite Substances 0.000 description 4
- 230000007246 mechanism Effects 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 2
- 239000000463 material Substances 0.000 description 2
- 230000008859 change Effects 0.000 description 1
- 230000008878 coupling Effects 0.000 description 1
- 238000010168 coupling process Methods 0.000 description 1
- 238000005859 coupling reaction Methods 0.000 description 1
- 238000006073 displacement reaction Methods 0.000 description 1
- 238000005065 mining Methods 0.000 description 1
- 235000019271 petrolatum Nutrition 0.000 description 1
- 239000002243 precursor Substances 0.000 description 1
- 230000003595 spectral effect Effects 0.000 description 1
- 238000010183 spectrum analysis Methods 0.000 description 1
- 230000009466 transformation Effects 0.000 description 1
Landscapes
- Investigating Or Analyzing Materials By The Use Of Ultrasonic Waves (AREA)
Abstract
本发明属于声发射探测领域,涉及一种岩石在单轴压缩条件下声发射主频的提取方法。将岩石制备成长方体试样;将声发射传感器贴在制备好的长方体试样上;利用岩石力学试验机对试样施加载荷,利用声发射传感器接收试样内部损伤产生的声发射信号,试验过程中采用声发射监测系统实时同步监测试样的破裂过程;对步骤接收到声发射信号进行快速傅里叶变换,获得二维频谱图;收集试样从加载到破坏整个过程的全部声发射波形信号,对所有波形进行傅里叶变换,获得不同时刻的主频信息,绘制载荷、主频与时间的关系曲线。本发明利用快速傅里叶变换提取声发射信号的主频,简单高效,易于推广;能够获取岩石灾变过程全方位的主频信息。
The invention belongs to the field of acoustic emission detection, and relates to a method for extracting the main frequency of acoustic emission of rocks under the condition of uniaxial compression. The rock is prepared as a cuboid sample; the acoustic emission sensor is attached to the prepared cuboid sample; the rock mechanics testing machine is used to apply load to the sample, and the acoustic emission sensor is used to receive the acoustic emission signal generated by the internal damage of the sample. The test process The acoustic emission monitoring system is used to monitor the rupture process of the sample in real time and synchronously; the fast Fourier transform is performed on the acoustic emission signal received in the step to obtain a two-dimensional spectrogram; all the acoustic emission waveform signals of the sample from loading to destruction are collected , perform Fourier transform on all waveforms to obtain main frequency information at different times, and draw the relationship curve between load, main frequency and time. The invention uses fast Fourier transform to extract the main frequency of the acoustic emission signal, which is simple, efficient and easy to popularize; it can obtain all-round main frequency information of the rock catastrophe process.
Description
技术领域 technical field
本发明属于声发射探测领域,涉及一种岩石在单轴压缩条件下声发射主频的提取方法。 The invention belongs to the field of acoustic emission detection, and relates to a method for extracting the main frequency of acoustic emission of rocks under the condition of uniaxial compression.
背景技术 Background technique
声发射(AcousticEmission,简称AE)技术是利用岩石变形过程中,内部破裂的产生和破裂面之间的摩擦滑动所辐射的超声波信息,连续不断地观测岩石材料内部微破裂的动态演化,以此来研究岩石变形、破坏的微观机制。在岩体的稳定性研究方面有重要作用,被广泛应用于研究岩石等材料的破坏研究。近些年来,学者们开始从声发射波谱分析的角度对岩石破裂发生机理进行研究,寻求岩石破裂的充分必要条件。声发射波形携带有岩石受力状态、结构、物理力学性质等全部信息,分析波谱信息能够更好了解岩石破坏机制及破坏前兆。 Acoustic Emission (AE) technology is to use the ultrasonic information radiated by the generation of internal cracks and the friction and sliding between the cracked surfaces during the rock deformation process to continuously observe the dynamic evolution of micro-cracks inside the rock material, so as to Study the microscopic mechanism of rock deformation and failure. It plays an important role in the study of the stability of rock mass, and is widely used in the study of the failure of materials such as rocks. In recent years, scholars have begun to study the mechanism of rock fracture from the perspective of acoustic emission spectrum analysis, seeking the necessary and sufficient conditions for rock fracture. Acoustic emission waveforms carry all information such as rock stress state, structure, physical and mechanical properties, etc. Analyzing the spectral information can better understand the rock failure mechanism and failure precursors.
如何针对岩石声发射信号的特点,利用频谱分析技术准确有效提取声发射信号的频率特征,确定声发射信号主频显得尤为重要。然而到目前为止,国际上还尚未形成明确的建议方法来确定岩石声发射信号的主频。 According to the characteristics of rock acoustic emission signals, it is particularly important to use spectrum analysis technology to accurately and effectively extract the frequency characteristics of acoustic emission signals and determine the main frequency of acoustic emission signals. However, up to now, there is no definite suggested method to determine the dominant frequency of rock AE signals in the world.
发明内容 Contents of the invention
本发明提供了一种岩石在单轴压缩条件下声发射主频提取方法。 The invention provides a method for extracting main frequency of acoustic emission of rock under uniaxial compression condition.
本发明采用的技术方案如下: The technical scheme that the present invention adopts is as follows:
一种岩石在单轴压缩条件下声发射主频提取方法,其特征在于,按如下步骤进行: A method for extracting the dominant frequency of acoustic emission from rocks under uniaxial compression, characterized in that the steps are as follows:
a、将岩石制备成长方体试样; a. Prepare the rock as a cuboid sample;
b、将声发射传感器贴在制备好的长方体试样上; b. Paste the acoustic emission sensor on the prepared cuboid sample;
c、利用岩石力学试验机对试样施加载荷,利用声发射传感器接收试样内部损伤产生的声发射信号,试验过程中采用声发射监测系统实时同步监测试样的破裂过程; c. Use the rock mechanics testing machine to apply load to the sample, use the acoustic emission sensor to receive the acoustic emission signal generated by the internal damage of the sample, and use the acoustic emission monitoring system to monitor the rupture process of the sample synchronously in real time during the test;
d、利用声发射频谱分析系统,对步骤c中接收到声发射信号进行快速傅里叶变换,获得二维频谱图;二维频谱图中最大幅值对应的频率为该声发射的主频; d. Using the acoustic emission spectrum analysis system, fast Fourier transform is performed on the acoustic emission signal received in step c to obtain a two-dimensional spectrogram; the frequency corresponding to the maximum amplitude in the two-dimensional spectrogram is the main frequency of the acoustic emission;
e、收集试样从加载到破坏整个过程的全部声发射波形信号,对所有波形进行傅里叶变换变换,获得不同时刻的主频信息,绘制载荷、主频与时间的关系曲线,利用主频对岩石单轴压缩损伤特性进行描述。 e. Collect all the acoustic emission waveform signals of the sample from loading to destruction, perform Fourier transform on all waveforms, obtain the main frequency information at different times, draw the relationship curve between load, main frequency and time, and use the main frequency The uniaxial compression damage characteristics of rocks are described.
本发明为获取岩石在单轴压缩条件下的声发射信号主频提供了一种新方法,其优点如下:该方法利用快速傅里叶变换提取声发射信号的主频,简单高效,易于推广;该方法可以实现对岩石灾变过程所有声发射波形进行快速傅里叶变换,获取岩石灾变过程全方位的主频信息。 The present invention provides a new method for obtaining the main frequency of the acoustic emission signal of the rock under the condition of uniaxial compression, and its advantages are as follows: the method uses fast Fourier transform to extract the main frequency of the acoustic emission signal, which is simple, efficient and easy to popularize; This method can realize the fast Fourier transform of all acoustic emission waveforms in the rock catastrophe process, and obtain all-round main frequency information of the rock catastrophe process.
本发明的优选方案是: Preferred version of the present invention is:
步骤a中岩石选用花岗岩、玄武岩或煤矸石。 The rock in step a is granite, basalt or coal gangue.
步骤a中试样尺寸为50mm×50mm×100mm的长方体,试样两端面不平整度误差小于0.05mm,沿高度两对边长度误差小于0.3mm。 In step a, the size of the sample is a cuboid of 50mm×50mm×100mm, the error of the unevenness of the two ends of the sample is less than 0.05mm, and the length error of the two opposite sides along the height is less than 0.3mm.
步骤b中声发射传感器为R6a型谐振式高灵敏度传感器,其工作频率为35~100kHz。 The acoustic emission sensor in step b is an R6a resonant high-sensitivity sensor, and its operating frequency is 35-100 kHz.
步骤b中试验时在传感器和试样之间涂有凡士林。 During the test in step b, apply petroleum jelly between the sensor and the sample.
步骤c中岩石力学试验机为微机控制电液伺服岩石力学试验机。 The rock mechanics testing machine in step c is a microcomputer-controlled electro-hydraulic servo rock mechanics testing machine.
步骤c中单轴压缩试验采用轴向等位移控制方式加载,先预加载至1.5KN,随后以0.2mm/min的速率加载至破坏。 In step c, the uniaxial compression test is loaded in an axial equidisplacement control mode, first preloaded to 1.5KN, and then loaded at a rate of 0.2mm/min until failure.
传感器设置在试样的两个相对面上。 Sensors are placed on two opposing faces of the sample.
附图说明 Description of drawings
图1为本发明提供的一种岩石单轴压缩条件下声发射主频提取方法的流程图。 Fig. 1 is a flow chart of a method for extracting the main frequency of acoustic emission under rock uniaxial compression condition provided by the present invention.
图2为本发明中单轴压缩条件下声发射传感器的位置图。 Fig. 2 is a position diagram of an acoustic emission sensor under uniaxial compression condition in the present invention.
图3为本发明中单轴压缩条件下实验现场图。 Fig. 3 is the scene diagram of the experiment under the uniaxial compression condition in the present invention.
图4为本发明中某一声发射信号主频提取过程图中的原始声发射波形信号图。 Fig. 4 is a diagram of the original AE waveform signal in the main frequency extraction process of an AE signal in the present invention.
图5为本发明中某一声发射信号主频提取过程图中的对波形信号进行快速傅里叶变换,获得该信号的二维频谱图。 Fig. 5 is a two-dimensional spectrogram obtained by performing fast Fourier transform on a waveform signal in the main frequency extraction process diagram of an acoustic emission signal in the present invention.
图6为本发明中单轴压缩条件下花岗岩载荷、主频与时间的关系曲线图。 Fig. 6 is a graph showing the relationship between granite load, main frequency and time under uniaxial compression in the present invention.
图7为本发明中单轴压缩条件下玄武岩载荷、主频与时间的关系曲线图。 Fig. 7 is a graph showing the relationship between basalt load, dominant frequency and time under uniaxial compression conditions in the present invention.
图8为本发明中单轴压缩条件下煤矸石载荷、主频与时间的关系曲线图。 Fig. 8 is a graph showing the relationship between gangue load, main frequency and time under uniaxial compression conditions in the present invention.
具体实施方式 detailed description
下面结合附图和实施例对本发明作进一步详细的说明。 The present invention will be described in further detail below in conjunction with the accompanying drawings and embodiments.
如图1所示,一种岩石单轴压缩条件下声发射主频提取方法,依次按如下步骤进行: As shown in Figure 1, a method for extracting the dominant frequency of acoustic emission under uniaxial compression of rocks is carried out in sequence as follows:
步骤a:将需要测试的岩石制备成标准长方体试样。 Step a: Prepare the rock to be tested into a standard cuboid sample.
选用花岗岩、玄武岩和煤矸石分别为1、2、3号为试验样品,花岗岩、玄武岩和煤矸石分别取自山东莱州、内蒙古赤峰和河北唐山某矿区,制备成50mm×50mm×100mm的标准长方体试样若干并编号。 Granite, basalt and coal gangue No. 1, No. 2 and No. 3 were selected as test samples respectively. Granite, basalt and coal gangue were respectively taken from a mining area in Laizhou, Shandong, Chifeng, Inner Mongolia, and Tangshan, Hebei. Samples and numbered.
步骤b:如图2所示,放置试样,固定声发射传感器。 Step b: As shown in Figure 2, place the sample and fix the acoustic emission sensor.
将试件安装在压力机的试样台1上,在该试样2中部安装2个声发射传感器3,两个声发射传感器置于试样2的两个相对面上,如图中所示为左、右两个相对面。 Install the test piece on the sample table 1 of the press, install two acoustic emission sensors 3 in the middle of the sample 2, and place the two acoustic emission sensors on two opposite surfaces of the sample 2, as shown in the figure It is two opposite sides of left and right.
试验时在声发射传感器3和试样之间涂上凡士林4,增强二者耦合性,减少声发射信号的衰减。 During the test, Vaseline 4 is applied between the acoustic emission sensor 3 and the sample to enhance the coupling between the two and reduce the attenuation of the acoustic emission signal.
声发射传感器3与声发射仪5线路连接,声发射仪5与声发射检测系6统连接。试样台1通过线路与控制柜7连接。 The acoustic emission sensor 3 is connected to the acoustic emission instrument 5 by a line, and the acoustic emission instrument 5 is connected to the acoustic emission detection system 6 system. The sample stage 1 is connected with the control cabinet 7 through lines.
步骤c:如图3所示。采用压力机对试件进行单轴加载,采集岩石试样破裂全过程的声发射信号。 Step c: as shown in Figure 3. A press is used to load the specimen uniaxially, and the acoustic emission signals of the whole process of rock specimen fracture are collected.
试验中采用的加载系统为长春朝阳试验仪器有限公司生产TAW–3000伺服岩石力学试验机,单轴加载采用轴向等位移控制方式加载,为保证试样与加载面完全接触,避免接触时所产生的接触噪声影响声发射监测结果,先预加载至1.5KN,随后以0.2mm/min的速率加载至破坏。试验过程中采用声发射监测系统实时同步监测试样的破裂过程,声发射监测为美国物理声学公司PAC生产的PCI–2型多通道声发射监测系统。 The loading system used in the test is the TAW-3000 servo rock mechanics testing machine produced by Changchun Chaoyang Test Instrument Co., Ltd. The uniaxial loading adopts the axial equal displacement control method to ensure the complete contact between the sample and the loading surface and avoid the occurrence of The contact noise affects the acoustic emission monitoring results, first preloaded to 1.5KN, and then loaded to destruction at a rate of 0.2mm/min. During the test, an acoustic emission monitoring system was used to monitor the rupture process of the sample in real time and synchronously. The acoustic emission monitoring was a PCI-2 multi-channel acoustic emission monitoring system produced by PAC, an American physical acoustics company.
步骤d:基于matlab平台,所编制的声发射频谱分析系统,提取声发射信号的主频。以3号煤矸石试样声发射第5408号波形为例,来说明声发射信号主频提取过程。基于matlab平台,编制声发射频谱分析系统,提取原始声发射波形信号,如图4所示。对波形信号进行快速傅里叶变换(FFT),获得二维频谱图,如图5所示。定义主频为二维频谱图中最大幅值所对应的频率。观察此波形二维频谱图,可知其主频为37.11kHz。 Step d: Based on the matlab platform, the acoustic emission spectrum analysis system is compiled to extract the main frequency of the acoustic emission signal. Taking the No. 5408 acoustic emission waveform of the No. 3 coal gangue sample as an example, the extraction process of the main frequency of the acoustic emission signal is illustrated. Based on the matlab platform, the acoustic emission spectrum analysis system is compiled to extract the original acoustic emission waveform signal, as shown in Figure 4. Perform fast Fourier transform (FFT) on the waveform signal to obtain a two-dimensional spectrogram, as shown in Figure 5. The main frequency is defined as the frequency corresponding to the maximum amplitude in the two-dimensional spectrogram. Observing the two-dimensional spectrogram of this waveform, we can see that its main frequency is 37.11kHz.
步骤e:如图6、图7和图8所示,对岩石破坏过程所有声发射信号进行快速傅里叶变换,绘制岩石试样整个破坏过程载荷、主频与时间曲线。 Step e: As shown in Fig. 6, Fig. 7 and Fig. 8, fast Fourier transform is performed on all acoustic emission signals during the rock failure process, and the load, main frequency and time curves of the entire failure process of the rock sample are drawn.
根据步骤d所得结果,选择试样从加载到破坏整个过程的全部声发射波形信号,对所有波形进行快速傅里叶变换,获得不同时刻的主频信息,绘制载荷、主频与时间的关系曲线,利用主频对岩石单轴压缩损伤特性进行描述。 According to the results obtained in step d, select all the acoustic emission waveform signals of the sample from loading to destruction, perform fast Fourier transformation on all waveforms, obtain the main frequency information at different times, and draw the relationship curve of load, main frequency and time , using the main frequency to describe the rock uniaxial compression damage characteristics.
本实施例在于提出利用快速傅里叶变换方法获取声发射信号主频,进一步揭示岩石灾变过程声发射频域变化特征,为从频谱角度分析岩石灾变过程提供了一条新的思路。 This embodiment proposes to use the fast Fourier transform method to obtain the main frequency of the acoustic emission signal, to further reveal the characteristics of the frequency domain change of the acoustic emission during the rock catastrophe process, and to provide a new idea for analyzing the rock catastrophe process from the perspective of frequency spectrum.
Claims (8)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510741248.8A CN105403623A (en) | 2015-11-04 | 2015-11-04 | Extraction method for sound emission main frequency of rock under single-axis compression condition |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510741248.8A CN105403623A (en) | 2015-11-04 | 2015-11-04 | Extraction method for sound emission main frequency of rock under single-axis compression condition |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN105403623A true CN105403623A (en) | 2016-03-16 |
Family
ID=55469239
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201510741248.8A Pending CN105403623A (en) | 2015-11-04 | 2015-11-04 | Extraction method for sound emission main frequency of rock under single-axis compression condition |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN105403623A (en) |
Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105928853A (en) * | 2016-04-14 | 2016-09-07 | 中国科学院武汉岩土力学研究所 | Method for examining water blocking effect of cracked surrounding rocks of tunnels after grouting |
| CN106769393A (en) * | 2016-12-09 | 2017-05-31 | 东北大学 | A kind of Rock Mechanics Test method of firm power loading |
| CN106979888A (en) * | 2017-03-21 | 2017-07-25 | 华北理工大学 | Study the test apparatus and test method of ore pillar digging process obturation carrying mechanism |
| CN109100247A (en) * | 2018-07-18 | 2018-12-28 | 太原理工大学 | Class coal petrography stone crustal stress K point test method based on Kaiser effect |
| CN109115888A (en) * | 2018-09-03 | 2019-01-01 | 太原理工大学 | A kind of selection method of acoustic emission probe type |
| CN109696479A (en) * | 2019-01-28 | 2019-04-30 | 四川大学 | A kind of asymmetric arrangement acoustic emission test system and method for cuboid sample |
| CN109991315A (en) * | 2018-07-31 | 2019-07-09 | 安徽理工大学 | An acoustic emission method and system for discriminating lithology of different horizons in engineering site |
| CN111238940A (en) * | 2020-03-23 | 2020-06-05 | 江西理工大学 | A method and system for quantitatively identifying accelerated creep stage of rock by acoustic emission signal |
| CN113092591A (en) * | 2021-03-15 | 2021-07-09 | 山东科技大学 | Method for extracting acoustic emission dominant frequency of rock under uniaxial heating condition |
| CN113324832A (en) * | 2021-04-28 | 2021-08-31 | 东南大学 | Acoustic emission characteristic-based method for identifying micro-mechanical behavior between particles |
| CN114062109A (en) * | 2021-11-24 | 2022-02-18 | 昆明理工大学 | A method for identifying and extracting secondary main frequency of rock damage acoustic emission |
| CN114441302A (en) * | 2020-11-06 | 2022-05-06 | 中国石油化工股份有限公司 | Method and system for measuring true ground stress by using single-axis acoustic emission |
| CN116642750A (en) * | 2023-07-24 | 2023-08-25 | 长江三峡集团实业发展(北京)有限公司 | Rock strain localization starting time prediction method, device and equipment |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20110066390A1 (en) * | 2008-07-14 | 2011-03-17 | Macleod Gordon | Systems and Methods For Determining Geologic Properties Using Acoustic Analysis |
| CN102305829A (en) * | 2011-07-19 | 2012-01-04 | 山东科技大学 | Rock triaxial compression acoustic emission test system |
| CN103954690A (en) * | 2014-04-25 | 2014-07-30 | 中国科学院武汉岩土力学研究所 | Method and device for synchronously measuring rock sound wave and acoustic emission |
| CN104913976A (en) * | 2015-06-03 | 2015-09-16 | 北京科技大学 | Temperature-controllable rock uniaxial compression sound emission test device and temperature-controllable rock uniaxial compression sound emission test method |
-
2015
- 2015-11-04 CN CN201510741248.8A patent/CN105403623A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20110066390A1 (en) * | 2008-07-14 | 2011-03-17 | Macleod Gordon | Systems and Methods For Determining Geologic Properties Using Acoustic Analysis |
| CN102305829A (en) * | 2011-07-19 | 2012-01-04 | 山东科技大学 | Rock triaxial compression acoustic emission test system |
| CN103954690A (en) * | 2014-04-25 | 2014-07-30 | 中国科学院武汉岩土力学研究所 | Method and device for synchronously measuring rock sound wave and acoustic emission |
| CN104913976A (en) * | 2015-06-03 | 2015-09-16 | 北京科技大学 | Temperature-controllable rock uniaxial compression sound emission test device and temperature-controllable rock uniaxial compression sound emission test method |
Non-Patent Citations (1)
| Title |
|---|
| 张艳博 等: "基于声发射信号主频和熵值的岩石破裂前兆试验研究", 《岩石力学与工程学报》 * |
Cited By (20)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105928853B (en) * | 2016-04-14 | 2019-04-02 | 中国科学院武汉岩土力学研究所 | It is a kind of examine tunnel broken surrounding rock grouting after block-water effect test method |
| CN105928853A (en) * | 2016-04-14 | 2016-09-07 | 中国科学院武汉岩土力学研究所 | Method for examining water blocking effect of cracked surrounding rocks of tunnels after grouting |
| CN106769393A (en) * | 2016-12-09 | 2017-05-31 | 东北大学 | A kind of Rock Mechanics Test method of firm power loading |
| CN106769393B (en) * | 2016-12-09 | 2019-06-25 | 东北大学 | A kind of Rock Mechanics Test method of firm power load |
| CN106979888A (en) * | 2017-03-21 | 2017-07-25 | 华北理工大学 | Study the test apparatus and test method of ore pillar digging process obturation carrying mechanism |
| CN109100247B (en) * | 2018-07-18 | 2020-11-27 | 太原理工大学 | K-point test method for in-situ stress of coal-like rock based on Kaiser effect |
| CN109100247A (en) * | 2018-07-18 | 2018-12-28 | 太原理工大学 | Class coal petrography stone crustal stress K point test method based on Kaiser effect |
| CN109991315A (en) * | 2018-07-31 | 2019-07-09 | 安徽理工大学 | An acoustic emission method and system for discriminating lithology of different horizons in engineering site |
| CN109115888A (en) * | 2018-09-03 | 2019-01-01 | 太原理工大学 | A kind of selection method of acoustic emission probe type |
| CN109696479A (en) * | 2019-01-28 | 2019-04-30 | 四川大学 | A kind of asymmetric arrangement acoustic emission test system and method for cuboid sample |
| CN109696479B (en) * | 2019-01-28 | 2024-04-16 | 四川大学 | Acoustic emission test system and method for asymmetric arrangement of cuboid samples |
| CN111238940A (en) * | 2020-03-23 | 2020-06-05 | 江西理工大学 | A method and system for quantitatively identifying accelerated creep stage of rock by acoustic emission signal |
| CN114441302A (en) * | 2020-11-06 | 2022-05-06 | 中国石油化工股份有限公司 | Method and system for measuring true ground stress by using single-axis acoustic emission |
| CN113092591A (en) * | 2021-03-15 | 2021-07-09 | 山东科技大学 | Method for extracting acoustic emission dominant frequency of rock under uniaxial heating condition |
| CN113324832B (en) * | 2021-04-28 | 2022-03-11 | 东南大学 | Acoustic emission characteristic-based method for identifying micro-mechanical behavior between particles |
| CN113324832A (en) * | 2021-04-28 | 2021-08-31 | 东南大学 | Acoustic emission characteristic-based method for identifying micro-mechanical behavior between particles |
| CN114062109A (en) * | 2021-11-24 | 2022-02-18 | 昆明理工大学 | A method for identifying and extracting secondary main frequency of rock damage acoustic emission |
| CN114062109B (en) * | 2021-11-24 | 2024-04-16 | 昆明理工大学 | Rock damage acoustic emission secondary main frequency identification extraction method |
| CN116642750A (en) * | 2023-07-24 | 2023-08-25 | 长江三峡集团实业发展(北京)有限公司 | Rock strain localization starting time prediction method, device and equipment |
| CN116642750B (en) * | 2023-07-24 | 2023-10-20 | 长江三峡集团实业发展(北京)有限公司 | Rock strain localization starting time prediction method, device and equipment |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN105403623A (en) | Extraction method for sound emission main frequency of rock under single-axis compression condition | |
| CN105277623A (en) | Determination method for rock catastrophe acoustic emission dominant frequency band | |
| CN108169330B (en) | Device and method for nondestructive testing of axial stress of concrete member based on nonlinear ultrasonic harmonic method | |
| JP5640001B2 (en) | Local non-contact acoustic device for measuring elastic and dissipative nonlinearities and viscoelasticity | |
| CN106198753B (en) | A method of improving Acoustic Emission location temporal-spatial evolution Process Precision | |
| CN102954914A (en) | True triaxial test ultrasonic wave and acoustic emission testing system and testing method thereof | |
| Zahedi et al. | Time–frequency analysis of electro-mechanical impedance (EMI) signature for physics-based damage detections using piezoelectric wafer active sensor (PWAS) | |
| CN202256264U (en) | Acoustic emission device for detecting failure of carbon fiber composite materials | |
| CN107655972B (en) | Ultrasonic evaluation method for residual life of metal material in high-temperature creep | |
| CN202083674U (en) | Large-scale thermal state casting and forging piece thermal treatment crack on-line detector | |
| CN104777224A (en) | Defect detecting method for junction surface of metal alloy | |
| CN105372119A (en) | Vibration cracking test device under energy control | |
| CN102183585B (en) | A method of core sampling | |
| CN205844271U (en) | A kind of detecting system based on difference frequency non-linear ultrasonic detection sheet metal micro-crack | |
| CN105424798A (en) | Method for actively detecting defects in metal thin-walled structure part | |
| CN204758542U (en) | Detection apparatus for metallic structure's crackle | |
| CN102520075A (en) | Method for testing acoustic emission signal transmission characteristics of helicopter component based on harmonic wavelet packet | |
| Giurgiutiu et al. | Smart sensors for monitoring crack growth under fatigue loading conditions | |
| Yang et al. | Experimental study on monitoring steel beam local corrosion based on EMI technique | |
| CN104749082A (en) | Ultrasonic multifunctional evaluation method and ultrasonic multifunctional evaluation device for void content | |
| CN103713052A (en) | Method for measuring yield strength of Q345 low alloy steel by using nonlinear ultrasonic technique | |
| CN104458913B (en) | Nonlinear guide wave evaluation method and nonlinear guide wave evaluation device of material performance degradation | |
| CN201993345U (en) | Nondestructive test instrument for concrete structure | |
| CN109142535A (en) | A kind of saw blade non-destructive testing device based on acoustic resonance spectrum | |
| Lee et al. | Guided wave acoustic emission from fatigue crack growth in aluminium plate |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20160316 |