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CN117804390A - A method for detecting seabed ore thickness based on laser-induced plasma sound source - Google Patents

A method for detecting seabed ore thickness based on laser-induced plasma sound source Download PDF

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CN117804390A
CN117804390A CN202311723851.4A CN202311723851A CN117804390A CN 117804390 A CN117804390 A CN 117804390A CN 202311723851 A CN202311723851 A CN 202311723851A CN 117804390 A CN117804390 A CN 117804390A
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thickness
laser
sound
acoustic
plasma
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CN117804390B (en
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宋文华
刘清溪
田野
叶旺全
商祥年
刘震
崔鸿鹏
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Ocean University of China
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B17/00Measuring arrangements characterised by the use of infrasonic, sonic or ultrasonic vibrations
    • G01B17/02Measuring arrangements characterised by the use of infrasonic, sonic or ultrasonic vibrations for measuring thickness
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/30Assessment of water resources

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Abstract

本发明属于地球物理探测技术领域,公开了一种基于激光诱导等离子体声源探测海底矿石厚度的方法,该方法利用采集等离子体声波的实验装置进行水下目标厚度反射声信号的采集;对取得的n个声信号进行预处理;提取上下表面反射波并计算厚度。本发明将一束脉冲激光聚焦于液体中可以产生等离子体,这一物理过程会产生等离子体声波信号,声波信号可利用水听器收集。对声波信号提取位置及强度特征信息,并对声信号进行滤波与特征识别,可以提取出海底矿石上下表面的反射声信号,进而得到海底矿石的厚度信息。由于激光声信号的频带宽(10MHz)、脉冲短(100ns),非常适合于海底富钴结壳厚度的测量,有助于对海底富钴结壳的丰度估计。The present invention belongs to the field of geophysical detection technology, and discloses a method for detecting the thickness of seabed ore based on a laser-induced plasma sound source. The method uses an experimental device for collecting plasma sound waves to collect reflected sound signals of underwater target thickness; pre-processes the obtained n sound signals; extracts the reflected waves of the upper and lower surfaces and calculates the thickness. The present invention focuses a beam of pulsed laser into a liquid to generate plasma. This physical process will generate plasma sound wave signals, and the sound wave signals can be collected using a hydrophone. By extracting position and intensity characteristic information from the sound wave signal, filtering and feature recognition of the sound signal, the reflected sound signals of the upper and lower surfaces of the seabed ore can be extracted, and the thickness information of the seabed ore can be obtained. Due to the wide bandwidth (10MHz) and short pulse (100ns) of the laser sound signal, it is very suitable for measuring the thickness of the seabed cobalt-rich crust, which is helpful for estimating the abundance of the seabed cobalt-rich crust.

Description

一种基于激光诱导等离子体声源探测海底矿石厚度的方法A method for detecting seabed ore thickness based on laser-induced plasma sound source

技术领域Technical Field

本发明属于地球物理探测技术领域,尤其涉及一种基于激光诱导等离子体声源探测海底矿石厚度的方法。The invention belongs to the technical field of geophysical detection, and in particular relates to a method for detecting the thickness of seabed ores based on a laser-induced plasma sound source.

背景技术Background technique

近年来,随着经济的发展,对于矿产资源的需求不断加大,在陆地矿产资源日益枯竭的当下寻矿方向必然逐渐转向深海。海底矿产资源中,富钴结壳是继多金属结核之后另一种备受各国关注的重要深海资源,在富钴结壳的海上调查工作中,结壳厚度是最重要最基本的参数之一。In recent years, with the development of the economy, the demand for mineral resources has continued to increase. As land mineral resources are increasingly depleted, the direction of mineral exploration must gradually shift to the deep sea. Among seabed mineral resources, cobalt-rich crusts are another important deep-sea resource that has attracted much attention from all countries after polymetallic nodules. In the offshore investigation of cobalt-rich crusts, crust thickness is one of the most important and basic parameters. .

海底矿石厚度一般指海底矿石的真厚度,即海底矿石的两个平行顶、底界面之间的垂直距离。目前对于深海矿石探测最为常见有效的方法有钻探取样以及浅地层剖面仪等。其中钻探取样是最直接最可靠的测量方法,但该方法作为一种“点作业”手段,只能获取少数站位的测量结果,且取样难度大、耗时长、成本高。受限于空间采样点数量,使用钻探采样方法对大范围结壳资源量的评估时会有较大误差。目前解决这个问题的方案大多选择使用基于声参量阵技术的浅地层剖面仪,声参量阵技术可以同时利用差频和和频声场,保证了对结壳厚度的高精度探测,但是声参量阵技术的能量转换效率较低,声信号带宽有限,测量结果容易收到外界噪声的干扰。The thickness of seabed ore generally refers to the true thickness of seabed ore, that is, the vertical distance between the two parallel top and bottom interfaces of seabed ore. At present, the most common and effective methods for deep-sea ore detection include drilling sampling and shallow stratigraphic profilers. Among them, drilling sampling is the most direct and reliable measurement method. However, as a "point operation" method, this method can only obtain measurement results from a few stations, and sampling is difficult, time-consuming, and costly. Limited by the number of spatial sampling points, there will be large errors when using drilling sampling methods to evaluate crustal resources in a large area. Most of the current solutions to this problem use shallow formation profilers based on acoustic parametric array technology. Acoustic parametric array technology can use difference frequency and sum frequency sound fields at the same time to ensure high-precision detection of crust thickness. However, acoustic parametric array technology can The energy conversion efficiency is low, the acoustic signal bandwidth is limited, and the measurement results are easily interfered by external noise.

现有技术公开一种基于等离子体震源探测淤泥厚度的系统。但该系统需要船载平台,仅适用于浅水淤泥厚度测量,同时由于震源频率的限制,分辨率仅能达到0.1m。因此,要满足地层厚度测量的技术需求,急需一种新技术方法。The prior art discloses a system for detecting mud thickness based on a plasma source. However, this system requires a ship-borne platform and is only applicable to shallow water mud thickness measurement. At the same time, due to the limitation of the source frequency, the resolution can only reach 0.1m. Therefore, in order to meet the technical requirements of formation thickness measurement, a new technical method is urgently needed.

中国发明专利一种基于等离子体震源探测淤泥厚度的系统,(公开号CN113093283A,公开日2021.07.09),此方案所采用声源为电火花声源,与本方案激光击穿声源相比缺陷在于发声不稳定,每两发声源的位置与声压振幅相差较大。同时由于电火花震源装置需要相当的电能供应,只能挂载在船上,因此该专利所述方案只能局限于浅水作业,无法满足深水应用。China’s invention patent is a system for detecting mud thickness based on plasma source, (publication number CN113093283A, publication date 2021.07.09). The sound source used in this solution is an electric spark sound source, which has shortcomings compared with the laser breakdown sound source in this solution. The reason is that the sound is unstable, and the positions and sound pressure amplitudes of each two sound sources are quite different. At the same time, since the electric spark source device requires a considerable supply of electrical energy and can only be mounted on a ship, the solution described in this patent can only be limited to shallow water operations and cannot meet deep water applications.

通过上述分析,现有技术存在的问题及缺陷为:Through the above analysis, the problems and defects of the prior art are as follows:

(1)钻探取样:需要返回室内处理,无法原位测量。(1) Drilling sampling: It needs to be returned to the indoor processing and cannot be measured in situ.

(2)浅地层剖面仪:处于系统带宽范围内的外界声源信号可串入造成干扰信号图像。船只摆动造成图像效果不佳。厚度分辨率仅达0.1m。(2) Shallow stratum profiler: External sound source signals within the system bandwidth can be connected to cause interference signal images. The rocking motion of the ship results in poor image quality. The thickness resolution is only 0.1m.

(3)虽然现有技术均可以对海底矿石厚度进行一定程度的测量,但厚度信息的获取受限于搭载平台。也没有采用水下激光诱导等离子的声波信号(激光声信号)进行探测,使得探测海底矿石厚度精度较低。(3) Although existing technologies can measure the thickness of seabed ores to a certain extent, the acquisition of thickness information is limited by the mounting platform. The acoustic wave signal (laser acoustic signal) of underwater laser-induced plasma is not used for detection, resulting in low accuracy in detecting the thickness of seabed ore.

发明内容Contents of the invention

为克服相关技术中存在的问题,本发明公开实施例提供了一种基于激光诱导等离子体声源探测海底矿石厚度的方法,具体涉及一种基于激光诱导等离子体声源的多平台海底矿石厚度测量方法。In order to overcome the problems existing in related technologies, the disclosed embodiments of the present invention provide a method for detecting the thickness of seabed ore based on a laser-induced plasma sound source, specifically related to a multi-platform seabed ore thickness measurement based on a laser-induced plasma sound source. method.

所述技术方案如下:基于激光诱导等离子体声源探测海底矿石厚度的方法,包括:The technical solution is as follows: A method for detecting the thickness of seabed ore based on a laser-induced plasma acoustic source, comprising:

S1,利用采集等离子体声波的实验装置进行水下目标厚度反射声信号的采集;S1, use the experimental device to collect plasma acoustic waves to collect the reflected sound signal of the thickness of the underwater target;

S2,对取得的n个声信号进行预处理;S2, preprocess the obtained n acoustic signals;

S3,提取上下表面反射波并计算厚度。S3, extract the reflected waves from the upper and lower surfaces and calculate the thickness.

在步骤S1中,所述采集等离子体声波的实验装置包括能量衰减器、激光扩束镜、弯月透镜、双胶合透镜、镜筒;In step S1, the experimental device for collecting plasma acoustic waves includes an energy attenuator, a laser beam expander, a meniscus lens, a doublet lens, and a lens barrel;

所述能量衰减器将能量调整后的激光传输至激光扩束镜;The energy attenuator transmits the energy-adjusted laser to the laser beam expander;

弯月透镜与双胶合透镜组合为聚焦透镜,所述聚焦透镜放置在镜筒中组合为聚焦透镜组;The meniscus lens and the doublet lens are combined to form a focusing lens, and the focusing lens is placed in the lens barrel to form a focusing lens group;

激光扩束镜将激光扩束后发射至聚焦透镜组。The laser beam expander expands the laser beam and emits it to the focusing lens group.

在步骤S1中,利用采集等离子体声波的实验装置进行水下目标厚度反射声信号的采集,包括:In step S1, an experimental device for collecting plasma acoustic waves is used to collect an underwater target thickness reflected acoustic signal, including:

采集等离子体声波的实验装置的激光扩束镜将激光扩束后发射至聚焦透镜组后,聚焦后的激光发射至待测样品;激光聚焦位置处于待测样品上方2~10cm;利用水听器对待测样品上下表面反射声波信号进行采集,并发送示波器。The laser beam expander of the experimental device for collecting plasma acoustic waves expands the laser beam and emits it to the focusing lens group. The focused laser is emitted to the sample to be measured; the laser focusing position is 2 to 10cm above the sample to be measured; a hydrophone is used The acoustic wave signals reflected from the upper and lower surfaces of the sample to be tested are collected and sent to the oscilloscope.

在步骤S2中,对取得的n个声信号进行预处理,包括:In step S2, preprocess the obtained n acoustic signals, including:

(1)提取等离子体膨胀声信号Pn幅值A0与到达时间T0;n代表测量位置处取得的声信号总数;(1) Extract the amplitude A0 and arrival time T0 of the plasma expansion acoustic signal Pn; n represents the total number of acoustic signals obtained at the measurement position;

(2)计算幅值标准偏差Astd、到达时间标准偏差Tstd、幅值平均值Amean、到达时间平均值Tmean;(2) Calculate the amplitude standard deviation Astd, the arrival time standard deviation Tstd, the amplitude average Amean, and the arrival time average Tmean;

(3)计算幅值偏离程度Ae、到达时间偏离程度Te;(3) Calculate the amplitude deviation Ae and arrival time deviation Te;

(4)剔除偏离程度大于2倍标准差的值,具体为:Ae>2×Astd,Te>2×Tstd,得到剔除异常值后m个声信号Pm;(4) Eliminate values with a deviation greater than 2 times the standard deviation, specifically: Ae>2×Astd, Te>2×Tstd, and obtain m acoustic signals Pm after eliminating outliers;

(5)平均声信号Pm得到平均值Pa;(5) Average the acoustic signal Pm to get the average value Pa;

(6)对平均值Pa进行带通滤波,剔除低频段噪声得到特征声信号Pb。(6) Perform band-pass filtering on the average value Pa to remove low-frequency noise to obtain the characteristic sound signal Pb.

进一步,所述提取等离子体膨胀声信号Pn幅值A0与到达时间T0,包括:使用matlab函数max寻找最大值,表达式为:[A0,T0]=max(Pn)。Further, the extraction of plasma expansion acoustic signal Pn amplitude A0 and arrival time T0 includes: using matlab function max to find the maximum value, the expression is: [A0, T0]=max(Pn).

进一步,计算幅值平均值Amean的表达式为:Furthermore, the expression for calculating the amplitude average Amean is:

Amean=sum(Ai)/nAmean=sum(Ai)/n

在进行厚度测量时在同一位置处采集若干次声信号,n代表测量位置处取得的声信号总数;Ai为第i个声信号的幅值,其中,i为从1到n的整数。When measuring thickness, several infrasound signals are collected at the same position. n represents the total number of acoustic signals obtained at the measurement position; Ai is the amplitude of the i-th acoustic signal, where i is an integer from 1 to n.

进一步,计算幅值标准偏差Astd的表达式为:Furthermore, the expression for calculating the amplitude standard deviation Astd is:

Astd=sqrt(sum((Ai-Amean)^2)/n)Astd = sqrt(sum((Ai-Amean)^2)/n)

其中,i为从1到n的正整数;Among them, i is a positive integer from 1 to n;

计算幅值偏离程度Ae、到达时间偏离程度Te的表达式为:The expressions for calculating the amplitude deviation Ae and arrival time deviation Te are:

Ae=|A0-Amean|Ae=|A0-Amean|

Te=|T0-Tmean|。Te=|T0-Tmean|.

在步骤S3中,提取上下表面反射波并计算厚度,包括:In step S3, the reflected waves of the upper and lower surfaces are extracted and the thickness is calculated, including:

对得到的特征声信号Pb进行特征识别,提取上下反射声信号峰值到达时间t1、t2;待测样品厚度为:Perform feature identification on the obtained characteristic sound signal Pb, and extract the peak arrival times t1 and t2 of the upper and lower reflected sound signals; the thickness of the sample to be measured is:

d=c×|t1-t2|/2d=c×|t1-t2|/2

其中,c为样品中声速。Where c is the speed of sound in the sample.

进一步,所述特征声信号Pb进行特征识别,包括:Further, the characteristic sound signal Pb is used for feature recognition, including:

获取脉宽低于阈值的脉冲信号,该阈值为2us;Obtain the pulse signal whose pulse width is lower than the threshold, which is 2us;

获取峰值高于阈值的脉冲信号,阈值取决于幅值A0,根据不同介质声波反射透射公式计算上表面反射波阈值为:Obtain the pulse signal with a peak value higher than the threshold. The threshold depends on the amplitude A0. According to the acoustic wave reflection and transmission formula of different media, the upper surface reflection wave threshold is calculated as:

0.5×|(z2-z1)/(z1+z2)|×A00.5×|(z2-z1)/(z1+z2)|×A0

下表面反射波阈值为:The lower surface reflection wave threshold is:

0.5×|(4×z1×z2×(z1-z2)/(z1+z2)^3)|A00.5×|(4×z1×z2×(z1-z2)/(z1+z2)^3)|A0

其中,z1、z2为水与目标介质阻抗,z=ρv,ρ为介质密度,v为介质中声速。Among them, z1 and z2 are the impedance between water and the target medium, z=ρv, ρ is the density of the medium, and v is the speed of sound in the medium.

进一步,该方法应用于无缆水下机器人AUV上,实现深海环境下的海底矿石厚度测量。Furthermore, the method is applied to the cable-free underwater robot AUV to achieve the measurement of seabed ore thickness in deep-sea environments.

结合上述的所有技术方案,本发明所具备的优点及积极效果为:本发明采用水下激光诱导等离子的声波信号(激光声信号)进行探测,既可以较高分辨率(1mm)获得海底矿石厚度,又不受限于搭载平台,可实现深海原位探测。Combining all the above technical solutions, the advantages and positive effects of the present invention are: the present invention uses the acoustic wave signal (laser acoustic signal) of underwater laser-induced plasma for detection, which can obtain the thickness of seabed ore at a higher resolution (1mm) , and is not limited to the mounting platform, and can realize deep-sea in-situ detection.

对于现有技术中存在的不足之处,本发明的目的是针对海底矿石厚度的测量,提出了一种海底矿石深度测量的新技术方法。将一束脉冲激光聚焦于液体中可以产生等离子体,这一物理过程会产生等离子体声波信号,声波信号可利用水听器收集。对声波信号提取位置及强度特征信息,并对声信号进行滤波与特征识别,可以提取出海底矿石上下表面的反射声信号,进而得到海底矿石的厚度信息,由于激光声信号的频率高(10MHz)、脉冲短(100ns),可以实现较高分辨率的海底矿石厚度探测。Regarding the deficiencies in the prior art, the purpose of the present invention is to propose a new method for measuring the depth of seabed ore, aiming at measuring the thickness of seabed ore. Focusing a pulsed laser beam into a liquid creates plasma, a physical process that generates plasma acoustic signals that can be collected using hydrophones. Extract the position and intensity characteristic information of the acoustic signal, and perform filtering and feature identification on the acoustic signal to extract the reflected acoustic signal from the upper and lower surfaces of the seabed ore, and then obtain the thickness information of the seabed ore. Due to the high frequency of the laser acoustic signal (10MHz) , short pulse (100ns), which can achieve higher resolution detection of seabed ore thickness.

附图说明Description of drawings

此处的附图被并入说明书中并构成本说明书的一部分,示出了符合本公开的实施例,并与说明书一起用于解释本公开的原理;The accompanying drawings herein are incorporated in and constitute a part of the specification, illustrate embodiments consistent with the present disclosure, and together with the description, serve to explain the principles of the present disclosure;

图1是本发明实施例提供的基于激光诱导等离子体声源探测海底矿石厚度的方法流程图;Figure 1 is a flow chart of a method for detecting the thickness of seabed ore based on a laser-induced plasma sound source provided by an embodiment of the present invention;

图2是本发明实施例提供的采集等离子体声波的实验装置图;FIG2 is a diagram of an experimental device for collecting plasma acoustic waves provided in an embodiment of the present invention;

图3是本发明实施例提供的所用5组铝块样品实物图;Figure 3 is a physical diagram of five groups of aluminum block samples used in the embodiment of the present invention;

图4是本发明实施例提供的所用石块实物图;FIG4 is a physical picture of the stones used in the embodiment of the present invention;

图5是本发明实施例提供的图2实验装置采集的典型的等离子体声波信号;Figure 5 is a typical plasma acoustic wave signal collected by the experimental device of Figure 2 provided by the embodiment of the present invention;

图6是本发明实施例提供的图3所用5组铝块厚度实际测量中左一样品经过处理后的上下表面反射声波特征信号图;Figure 6 is a characteristic signal diagram of the acoustic wave reflected from the upper and lower surfaces of the left sample after processing in the actual measurement of the thickness of the five groups of aluminum blocks used in Figure 3 provided by the embodiment of the present invention;

图7是本发明实施例提供的图3所用5组铝块厚度实际测量中左二样品经过处理后的上下表面反射声波特征信号图;Figure 7 is a characteristic signal diagram of the acoustic wave reflected from the upper and lower surfaces after processing of the second left sample in the actual measurement of the thickness of the five groups of aluminum blocks used in Figure 3 provided by the embodiment of the present invention;

图8是本发明实施例提供的图3所用5组铝块厚度实际测量中左三样品经过处理后的上下表面反射声波特征信号图;Figure 8 is a characteristic signal diagram of the acoustic wave reflected from the upper and lower surfaces after processing of the third left sample in the actual measurement of the thickness of the five groups of aluminum blocks used in Figure 3 provided by the embodiment of the present invention;

图9是本发明实施例提供的图3所用5组铝块厚度实际测量中左四样品经过处理后的上下表面反射声波特征信号图;9 is a diagram of characteristic signals of reflected acoustic waves on the upper and lower surfaces of the four left samples after being processed in the actual measurement of the thickness of the five groups of aluminum blocks used in FIG. 3 provided by an embodiment of the present invention;

图10是本发明实施例提供的图3所用5组铝块厚度实际测量中左五样品经过处理后的上下表面反射声波特征信号图;10 is a diagram of characteristic signals of reflected acoustic waves on the upper and lower surfaces of the five left samples after being processed in the actual measurement of the thickness of the five groups of aluminum blocks used in FIG. 3 according to an embodiment of the present invention;

图11是本发明实施例提供的所用石块检测厚度检测曲线图;11 is a graph showing the thickness of stones used in the present invention;

图12是本发明实施例提供的在仿真验证中需要检测的样本图;Figure 12 is a sample diagram that needs to be detected during simulation verification provided by the embodiment of the present invention;

图13是本发明实施例提供的在仿真验证中采集到的声波信号图;Figure 13 is an acoustic wave signal diagram collected during simulation verification provided by the embodiment of the present invention;

图14是本发明实施例提供的在仿真验证中采集到的不同位置处声波信号图;Figure 14 is a diagram of acoustic wave signals collected at different locations during simulation verification provided by the embodiment of the present invention;

图15是本发明实施例提供的在仿真验证中所用样本厚度检测曲线图;Figure 15 is a sample thickness detection curve used in simulation verification provided by the embodiment of the present invention;

图中:1、能量衰减器;2、激光扩束镜;3、弯月透镜;4、双胶合透镜;5、镜筒。In the picture: 1. Energy attenuator; 2. Laser beam expander; 3. Meniscus lens; 4. Double cemented lens; 5. Lens tube.

具体实施方式Detailed ways

为使本发明的上述目的、特征和优点能够更加明显易懂,下面结合附图对本发明的具体实施方式做详细的说明。在下面的描述中阐述了很多具体细节以便于充分理解本发明。但是本发明能够以很多不同于在此描述的其他方式来实施,本领域技术人员可以在不违背本发明内涵的情况下做类似改进,因此本发明不受下面公开的具体实施的限制。In order to make the above-mentioned objects, features and advantages of the present invention more obvious and easy to understand, the specific embodiments of the present invention are described in detail below in conjunction with the accompanying drawings. In the following description, many specific details are set forth to facilitate a full understanding of the present invention. However, the present invention can be implemented in many other ways different from those described herein, and those skilled in the art can make similar improvements without violating the connotation of the present invention, so the present invention is not limited by the specific implementation disclosed below.

本发明实施例提供的基于激光诱导等离子体声源探测海底矿石厚度的方法涉及的原理:高功率激光聚焦于水体中相互作用后产生瞬态的等离子体,等离子体对外膨胀产生声波信号A。由于海水与海底矿石之间存在较大阻抗差,声波信号抵达海底矿石上表面后会产生反射声波B并透射一部分声波进入海底矿石内部。海底矿石与海底矿石下方泥土或水体仍然存在阻抗差,因此透射进入海底矿石内部的声波在海底矿石下表面也会产生一个反射声波C。使用水听器可以依次接收到声波A、B、C,由声波B、C之间的时间差结合海底矿石中声速可以计算得出该海底矿石的厚度。根据Ricker子波原理,以时间反射序列作为函数的复合反射波,临界分辨层厚度为:d=λ/4.3,取声速c=5000m/s,探测频率为5MHz,则d=0.23mm,可以实现对海底矿石厚度的高精度测量。The principle of the method for detecting the thickness of seabed ore based on laser-induced plasma sound source provided by the embodiment of the present invention is as follows: high-power laser is focused on the water body to generate transient plasma after interaction, and the plasma expands outward to generate an acoustic wave signal A. Due to the large impedance difference between seawater and seabed ore, when the sound wave signal reaches the upper surface of the seabed ore, it will generate reflected sound wave B and transmit part of the sound wave into the interior of the seabed ore. There is still an impedance difference between the seabed ore and the soil or water below the seabed ore, so the sound waves transmitted into the seabed ore will also produce a reflected sound wave C on the lower surface of the seabed ore. The hydrophone can be used to receive sound waves A, B, and C in sequence. The thickness of the seabed ore can be calculated based on the time difference between sound waves B and C combined with the speed of sound in the seabed ore. According to the Ricker wavelet principle, the critical resolution layer thickness of the composite reflection wave with the time reflection sequence as a function is: d=λ/4.3. If the sound speed is c=5000m/s and the detection frequency is 5MHz, then d=0.23mm can be achieved. High-precision measurement of seafloor ore thickness.

实施例1,如图1所示,本发明实施例提供的基于激光诱导等离子体声源探测海底矿石厚度的方法包括:Embodiment 1, as shown in FIG1 , the method for detecting the thickness of seabed ore based on a laser-induced plasma acoustic source provided by the embodiment of the present invention comprises:

S1,利用采集等离子体声波的实验装置进行水下目标厚度反射声信号的采集。S1, using the experimental device for collecting plasma acoustic waves to collect the reflected acoustic signal of the underwater target thickness.

改变待测样品的厚度,在激光能量30mJ下采集得到水下目标厚度反射声信号与样品上下表面反射声波信号。Change the thickness of the sample to be measured, and collect the acoustic signal reflected from the underwater target thickness and the acoustic wave signal reflected from the upper and lower surfaces of the sample under a laser energy of 30mJ.

示例性的,使用短脉冲固体激光器产生一束激光(激光器的型号为镭宝光电dawa-200),当激光由聚焦装置进行聚焦汇聚焦点处,焦点处的介质(大约为直径30-50μm,长数百μm的柱状区域。这里的长度会因聚焦参数而改变)会在激光脉冲时间(10ns)内加热至几千K的温度,在短时极高温下介质会发生电离,电离会将水转变为等离子体并生成气泡,气泡与等离子体的膨胀会产生一个声信号(气泡与等离子体的膨胀可以理解为以很快的速度敲击介质,介质震动发声,本工作中的介质为水)。For example, a short-pulse solid-state laser is used to generate a laser beam (the model of the laser is Leibao Optoelectronics Dawa-200). When the laser is focused by the focusing device, the medium at the focus (about 30-50 μm in diameter and 30 μm in length) is A columnar area of hundreds of μm (the length here will change due to focusing parameters) will be heated to a temperature of several thousand K within the laser pulse time (10ns). The medium will be ionized at a short period of extremely high temperature, and the ionization will transform water. It is plasma and generates bubbles. The expansion of bubbles and plasma will produce an acoustic signal (the expansion of bubbles and plasma can be understood as hitting the medium at a very fast speed, and the medium vibrates and makes sound. The medium in this work is water).

本发明中为了生成适合的声信号,使用了扩束镜、弯月透镜、双胶合透镜的聚焦组合装置,即图2所示的采集等离子体声波的实验装置,在这种设置下可以保证声信号的稳定性与强度。In order to generate a suitable acoustic signal in the present invention, a focusing combination device of a beam expander, a meniscus lens, and a doublet lens is used, that is, the experimental device for collecting plasma acoustic waves shown in Figure 2. Under this setting, the acoustic signal can be ensured. Signal stability and strength.

包括能量衰减器1、激光扩束镜2、弯月透镜3、双胶合透镜4、镜筒5;It includes an energy attenuator 1, a laser beam expander 2, a meniscus lens 3, a double cemented lens 4, and a lens barrel 5;

所述能量衰减器1将能量调整后的激光传输至激光扩束镜2;The energy attenuator 1 transmits the energy-adjusted laser to the laser beam expander 2;

弯月透镜3与双胶合透镜4组合为聚焦透镜,所述聚焦透镜放置在镜筒5中组合为聚焦透镜组;The meniscus lens 3 and the doublet lens 4 are combined into a focusing lens, and the focusing lens is placed in the lens barrel 5 to form a focusing lens group;

激光扩束镜2将激光扩束后发射至聚焦透镜组;The laser beam expander 2 expands the laser beam and emits it to the focusing lens group;

其中,但是如果不加能量衰减器1、扩束镜2,直接使用激光器与聚焦透镜组聚焦生成的声信号无法满足本发明的声信号要求。However, if the energy attenuator 1 and the beam expander 2 are not added, the acoustic signal generated by directly focusing the laser and the focusing lens group cannot meet the acoustic signal requirements of the present invention.

S2,信号处理:对取得的n个声信号进行预处理,具体过程为:S2, signal processing: preprocess the obtained n acoustic signals. The specific process is:

提取等离子体膨胀声信号Pn幅值A0与到达时间T0,提取方法为使用matlab函数max寻找最大值[A0,T0]=max(Pn);n代表测量位置处取得的声信号总数;Extract the plasma expansion acoustic signal Pn amplitude A0 and arrival time T0. The extraction method is to use the matlab function max to find the maximum value [A0, T0] = max (Pn); n represents the total number of acoustic signals obtained at the measurement position;

计算幅值与到达时间标准偏差(Astd、Tstd)以及平均值(Amean、Tmean),平均值计算方法为Amean=sum(Ai)/n,标准偏差计算方法为Astd=sqrt(sum((Ai-Amean)^2)/n);Calculate the standard deviation (Astd, Tstd) and mean (Amean, Tmean) of the amplitude and arrival time. The mean is calculated by Amean=sum(Ai)/n, and the standard deviation is calculated by Astd=sqrt(sum((Ai-Amean)^2)/n);

在进行厚度测量时在同一位置处采集若干次声信号,n代表测量位置处取得的声信号总数;Ai为第i个声信号的幅值,其中i为从1到n的整数。When measuring thickness, several infrasound signals are collected at the same position, n represents the total number of acoustic signals obtained at the measurement position; Ai is the amplitude of the i-th acoustic signal, where i is an integer from 1 to n.

计算幅值与到达时间偏离程度Ae与Te,Ae=|A0-Amean|,Te=|T0-Tmean|;Calculate the degree of deviation Ae and Te between amplitude and arrival time, Ae=|A0-Amean|, Te=|T0-Tmean|;

剔除偏离程度大于2倍标准差的值,即Ae>2×Astd,Te>2×Tstd,得到剔除异常值后m个声信号Pm;Eliminate values with a deviation greater than 2 times the standard deviation, that is, Ae>2×Astd, Te>2×Tstd, and obtain m acoustic signals Pm after eliminating abnormal values;

平均Pm得到Pa;Average Pm to get Pa;

对Pa进行带通滤波,剔除低频段噪声得到特征声信号Pb。Bandpass filter Pa is performed to remove low-frequency noise to obtain the characteristic sound signal Pb.

S3,提取上下表面反射波并计算厚度。S3, extract the reflected waves from the upper and lower surfaces and calculate the thickness.

对步骤S2中得到的特征声信号Pb进行特征识别,提取上下反射声信号峰值到达时间t1、t2。待测样品厚度d=c×|t1-t2|/2,c为样品中声速。Perform feature recognition on the characteristic sound signal Pb obtained in step S2, and extract the peak arrival times t1 and t2 of the upper and lower reflected sound signals. The thickness of the sample to be measured is d=c×|t1-t2|/2, and c is the sound speed in the sample.

通过上述实施例可知,本发明利用一束脉冲激光聚焦于水体中产生等离子体的这一个物理过程,利用水听器实现对产生的等离子体声波在海底矿石上下表面产生的反射声波信号的有效采集。As can be seen from the above embodiments, the present invention uses a beam of pulsed laser to focus on the physical process of generating plasma in water, and uses hydrophones to effectively collect the reflected sound wave signals generated by the generated plasma sound waves on the upper and lower surfaces of seabed ores. .

本发明不需要固定平台搭载发射/接收装置,可以很轻易地更换搭载平台进行原位测量,满足深海测量需要。The present invention does not require a fixed platform to carry the transmitting/receiving device, and the carrying platform can be easily replaced to perform in-situ measurement, thus meeting the needs of deep-sea measurement.

本发明所提出的方法不受搭载平台的限制,不需要固定搭载平台,不会仅测量浅水下海底矿石厚度,不会对产品造成破坏,且本发明提出的方法可实现对海底矿石厚度的原位实时高精度测量,而不需要取样带回室内进行分析或者只能应用于浅海。本发明所提出的方法利用短脉冲激光器聚焦形成的等离子体声波信号,功率需求低(几百瓦至几千瓦),可搭载到无缆水下机器人(AUV)上,实现深海环境下的海底矿石厚度测量。另外,由于激光声源有着高频宽短脉冲的特点,可以实现高分辨率(毫米量级)测量。与此同时,在近海底矿石位置发出/接收声信号可以降低环境噪声对测量造成的干扰。本发明所提出的方法具有高精度、成本低、方法简单、操作简单、不受平台限制的优势。The method proposed by the present invention is not limited by the mounting platform, does not require a fixed mounting platform, does not only measure the thickness of seabed ore in shallow water, and does not cause damage to the product, and the method proposed by the present invention can realize the original measurement of the thickness of seabed ore. Real-time high-precision measurement without the need to take samples back indoors for analysis or can only be applied in shallow seas. The method proposed by the present invention utilizes the plasma acoustic wave signal formed by focusing a short pulse laser. It requires low power (hundreds of watts to several kilowatts) and can be mounted on a cableless underwater vehicle (AUV) to realize the detection of seabed ores in a deep sea environment. Thickness measurement. In addition, because the laser sound source has the characteristics of high frequency width and short pulse, high resolution (millimeter level) measurement can be achieved. At the same time, emitting/receiving acoustic signals at near-seabed ore locations can reduce the interference caused by environmental noise on measurements. The method proposed by the present invention has the advantages of high precision, low cost, simple method, simple operation, and is not limited by the platform.

本发明可以有效的提高深海矿产资源探测效率;本发明同时可以应用于深海管道厚度检测。本发明利用激光声源对水下目标的探测与诊断解决深海下管道厚度的测量的技术难题。The invention can effectively improve the detection efficiency of deep sea mineral resources; the invention can also be applied to deep sea pipeline thickness detection. The invention uses laser sound sources to detect and diagnose underwater targets to solve the technical problem of measuring the thickness of deep-sea pipelines.

实施例2,作为本发明另一种实施方式,水中激光诱导等离子体声波信号的产生所用设备为一种短脉冲激光器,但其他短脉冲激光器也能实现本发明,因此采用其它激光生成设备地方案可作为上述等离子体声波产生的一种替代方案。Embodiment 2, as another embodiment of the present invention, the equipment used to generate laser-induced plasma acoustic wave signals in water is a short-pulse laser, but other short-pulse lasers can also implement the present invention, so the solution of other laser generation equipment is adopted. It can be used as an alternative to the above-mentioned plasma acoustic wave generation.

实施例3,作为本发明另一种实施方式,水中激光诱导等离子体声波信号的采集所用设备为一种超声水听器与示波器,但其他可探测与采集声波信号的设备也能实现本发明,因此采用其他声波信号采集设备的方案可以作为上述等离子体声波采集的一种替代方案。该替代方案仅为前期数据采集方法的替代,本发明的核心为利用采集的等离子体声波,实现对海底海底矿石厚度信息的高分辨测量。对于数据的采集实验装置的替代,原则上只要能够保证采集声波信号,同时获得良好的信号质量即可。Embodiment 3, as another embodiment of the present invention, the equipment used for collecting laser-induced plasma acoustic wave signals in water is an ultrasonic hydrophone and an oscilloscope, but other equipment that can detect and collect acoustic wave signals can also implement the present invention. Therefore, the solution of using other acoustic wave signal acquisition equipment can be used as an alternative to the above-mentioned plasma acoustic wave acquisition. This alternative is only a replacement for the previous data collection method. The core of the present invention is to use the collected plasma acoustic waves to achieve high-resolution measurement of seabed ore thickness information. As for the replacement of data collection experimental devices, in principle, it is enough to ensure the collection of acoustic signals and obtain good signal quality at the same time.

实施例4,作为本发明另一种实施方式,本发明针对水下海底矿石厚度的高分辨测量,通过采集水下目标厚度反射声信号在海底矿石上下表面的反射声波信号,计算海底矿石厚度。与此同时,由于采用激光诱导等离子体产生声源,而激光器所需功率小,可以将收发设备整体地集成为较小的设备,使用无缆水下机器人(AUV)作为搭载平台可以实现深海环境下对海底矿石厚度的原位测量。为详尽阐明此发明的优势及关键技术,结合具体的实例,对此发明的各步骤做进一步的详细说明。Embodiment 4, as another embodiment of the present invention, the present invention aims at high-resolution measurement of underwater seabed ore thickness, and calculates the seabed ore thickness by collecting the reflected sound signal of the underwater target thickness on the upper and lower surfaces of the seabed ore. At the same time, since laser-induced plasma is used to generate sound sources, and the power required by the laser is small, the transceiver equipment can be integrated into a smaller device, and the use of cableless underwater vehicles (AUV) as a carrying platform can achieve deep-sea environments. In situ measurement of seafloor ore thickness. In order to elucidate the advantages and key technologies of this invention in detail, each step of this invention will be further described in detail with reference to specific examples.

本发明所采用的方法由水下LIB实验系统产生水下目标厚度反射声信号,由水听器接收等离子体声波信号经样品上下表面反射后生成的反射声信号。通过数据的处理后,首先剔除异常值,之后进行带通滤波提取样品上下反射波特征声信号,通过两个声信号之间的时间差计算样品厚度。接下来将通过附图及实例对本过程做进一步的详细阐明,阐明本发明所提出校正方法的可行性以及优越性。The method adopted by the present invention uses an underwater LIB experimental system to generate an underwater target thickness reflection sound signal, and a hydrophone to receive a reflection sound signal generated after the plasma sound wave signal is reflected by the upper and lower surfaces of the sample. After processing the data, outliers are first eliminated, and then band-pass filtering is performed to extract the characteristic acoustic signals of the upper and lower reflection waves of the sample, and the sample thickness is calculated through the time difference between the two acoustic signals. Next, this process will be further explained in detail through the accompanying drawings and examples to illustrate the feasibility and superiority of the correction method proposed in the present invention.

本发明实施例提供的基于激光诱导等离子体声源探测海底矿石厚度的方法包括:The method for detecting the thickness of seabed ore based on a laser-induced plasma acoustic source provided by an embodiment of the present invention includes:

步骤1:改变不同厚度的样品,利用图2所示的数据采集装置。采用调Q激光器产生波长为1064nm的激光脉冲,利用半波片(HWP)和格兰棱镜(GP)调节激光脉冲能量为30mJ,每个激光脉冲(10%)的一部分通过立方体分束器(BS)反射,发送到与示波器(Oscilloscope)连接的光电二极管(PD)。激光脉冲的另一部分用激光扩束镜(LBE)对激光束进行扩束,激光扩束镜2将激光扩束后发射至聚焦透镜组;弯月透镜3与双胶合透镜4组合为聚焦透镜,所述聚焦透镜放置在镜筒5中组合为聚焦透镜组;Step 1: Change samples of different thicknesses and utilize the data acquisition device shown in Figure 2. A Q-switched laser is used to generate laser pulses with a wavelength of 1064nm. A half-wave plate (HWP) and a Glan prism (GP) are used to adjust the laser pulse energy to 30mJ. A part of each laser pulse (10%) passes through a cube beam splitter (BS). ) is reflected and sent to the photodiode (PD) connected to the oscilloscope. The other part of the laser pulse uses a laser beam expander (LBE) to expand the laser beam. The laser beam expander 2 expands the laser beam and emits it to the focusing lens group; the meniscus lens 3 and the double cemented lens 4 are combined into a focusing lens. The focusing lens is placed in the lens barrel 5 and combined into a focusing lens group;

其中,聚焦透镜中的双胶合透镜4(消色差双胶合透镜(L1))将激光束聚焦到一个充满样品的石英水槽中,用于产生等离子体。样品上下表面反射的等离子体声波信号由垂直样品表面放置的水听器收集并保存在示波器中。采集到不同厚度样品的反射声信号。Among them, the doublet lens 4 (achromatic doublet lens (L1)) in the focusing lens focuses the laser beam into a quartz water tank filled with samples for generating plasma. The plasma acoustic wave signals reflected from the upper and lower surfaces of the sample are collected by hydrophones placed perpendicular to the sample surface and stored in an oscilloscope. The reflected sound signals of samples with different thicknesses are collected.

步骤2:首先对取得的n个声波信号进行预处理剔除异常值,具体过程为分为四步,①提取等离子体膨胀声信号Pn幅值A0与到达时间T0,②计算幅值与到达时间标准偏差(Astd、Tstd)以及平均值(Amean、Tmean),③计算幅值与到达时间偏离程度Ae与Te,Ae=|A0-Amean|,Te=|T0-Tmean|,④剔除偏离程度大于2倍标准差的值,即Ae>2×Astd,Te>2×Tstd,得到剔除异常值后m个声信号Pm。在得到无异常值数据组Pm后对其平均得到Pa。根据声源及水听器具体参数设置对Pa进行带通滤波得到滤波后特征声信号Pb,本发明实例中采用5MHz~12.5MHz带通滤波。Step 2: First, preprocess the obtained n acoustic wave signals to eliminate outliers. The specific process is divided into four steps: ① Extract the amplitude A0 and arrival time T0 of the plasma expansion acoustic signal Pn, ② Calculate the amplitude and arrival time standards Deviation (Astd, Tstd) and average value (Amean, Tmean), ③ Calculate the deviation degree Ae and Te between amplitude and arrival time, Ae = |A0-Amean|, Te = |T0-Tmean|, ④ Eliminate deviation degree greater than 2 times the standard deviation, that is, Ae>2×Astd, Te>2×Tstd, and m acoustic signals Pm are obtained after eliminating outliers. After obtaining the outlier-free data group Pm, average it to obtain Pa. According to the specific parameter settings of the sound source and the hydrophone, band-pass filtering is performed on Pa to obtain the filtered characteristic sound signal Pb. In the example of the present invention, 5 MHz to 12.5 MHz band-pass filtering is used.

步骤3:将步骤2中得到的特征声信号Pb进行特征识别,提取到上下表面反射声波信号到达时间t1、t2。则待测样品厚度d即可由到达时间差与样品中声速c计算得出,d=c×|t1-t2|/2。Step 3: Perform feature recognition on the characteristic sound signal Pb obtained in Step 2, and extract the arrival times t1 and t2 of the reflected sound wave signals on the upper and lower surfaces. Then the thickness d of the sample to be measured can be calculated from the arrival time difference and the sound speed c in the sample, d=c×|t1-t2|/2.

在本发明实施例中,将特征声信号Pb进行特征识别包括:In the embodiment of the present invention, characterizing the characteristic sound signal Pb includes:

寻找脉宽(此处脉宽取半高全宽)低于阈值(该阈值取决于探测声源频率,本发明中为2us)的脉冲信号,②寻找峰值高于阈值的脉冲信号,此处阈值取决于幅值A0,与目标材质,根据不同介质声波反射透射公式可计算上表面反射波阈值为0.5×|(z2-z1)/(z1+z2)|×A0,下表面反射波阈值为0.5×|(4×z1×z2×(z1-z2)/(z1+z2)^3)|A0,这里z1、z2为水与目标介质(本发明中为铝块与石块)阻抗,z=ρv,ρ为介质密度,v为介质中声速。① Look for a pulse signal with a pulse width (here the pulse width is the full width at half maximum) lower than a threshold (the threshold depends on the frequency of the detected sound source, which is 2us in the present invention); ② Look for a pulse signal with a peak value higher than the threshold, where the threshold depends on the amplitude A0 and the target material. According to the sound wave reflection and transmission formula of different media, the upper surface reflection wave threshold can be calculated to be 0.5×|(z2-z1)/(z1+z2)|×A0, and the lower surface reflection wave threshold can be calculated to be 0.5×|(4×z1×z2×(z1-z2)/(z1+z2)^3)|A0, where z1 and z2 are the impedances of water and the target medium (aluminum block and stone in the present invention), z=ρv, ρ is the medium density, and v is the sound speed in the medium.

实例检测效果:本发明所提出的方法已应用于实验室水下金属、海底矿石厚度的检测,图2为实验室采集等离子体声波的实验装置示意图,包括:激光器(DAWA200)发射的激光传输至能量衰减器1,将能量调整后的激光传输至激光扩束镜2,将激光扩束后发射至聚焦透镜组,其中聚焦透镜组包括镜筒5、弯月透镜3、双胶合透镜4;所述弯月透镜3、双胶合透镜4组合为聚焦透镜;所述聚焦透镜放置在镜筒5中组合为聚焦透镜组;Example detection effect: The method proposed by the present invention has been applied to the detection of underwater metal and seabed ore thickness in the laboratory. Figure 2 is a schematic diagram of the experimental device for collecting plasma acoustic waves in the laboratory, including: the laser emitted by the laser (DAWA200) is transmitted to The energy attenuator 1 transmits the energy-adjusted laser to the laser beam expander 2, expands the laser beam and launches it to the focusing lens group, where the focusing lens group includes a lens barrel 5, a meniscus lens 3, and a double cemented lens 4; so The meniscus lens 3 and the doublet lens 4 are combined into a focusing lens; the focusing lens is placed in the lens barrel 5 and combined into a focusing lens group;

聚焦后的激光发射至待测样品;利用水听器对待测样品上下表面反射声波信号进行采集,激光聚焦位置处于待测样品上方2~10cm;同时水听器与能量衰减器信号连接,其中聚焦透镜可用反射镜替代,水听器对待测样品进行上下表面反射声波信号采集的信号发送示波器,再者只要能满足激光诱导声源的产生与采集均可作为替代。The focused laser is emitted to the sample to be tested; the hydrophone is used to collect the reflected sound wave signals from the upper and lower surfaces of the sample to be tested. The laser focusing position is 2 to 10cm above the sample to be tested; at the same time, the hydrophone is connected to the signal of the energy attenuator, in which the focus The lens can be replaced by a reflector, a hydrophone can be used to collect the reflected sound wave signals from the upper and lower surfaces of the sample to be tested, and a signal sending oscilloscope can be used as a replacement. Furthermore, as long as it can meet the requirements of the generation and collection of laser-induced sound sources, it can be used as a substitute.

可以理解,聚焦击穿产生的声信号在传播到待测样品上表面时会以反射波的形式被反射一部分能量,为上表面反射声波信号。It can be understood that when the acoustic signal generated by the focused breakdown propagates to the upper surface of the sample to be measured, a part of the energy will be reflected in the form of a reflected wave, reflecting the acoustic wave signal to the upper surface.

剩余的能量会以透射波的形式透射进入待测样品,透射波会在样品下表面被反射(这一过程与上表面反射声信号类似,只是反射系数的数值不同)形成下表面反射信号。The remaining energy will be transmitted into the sample to be measured in the form of a transmitted wave, and the transmitted wave will be reflected on the lower surface of the sample (this process is similar to the upper surface reflected sound signal, except that the value of the reflection coefficient is different) to form a lower surface reflection signal.

因此,上下表面反射声波信号过程包括:聚焦击穿生成的声信号在上表面形成上表面反射信号;同时经过上表面投射、下表面反射、上表面透射,形成下表面反射信号。Therefore, the process of reflecting acoustic signals from the upper and lower surfaces includes: the acoustic signal generated by focused breakdown forms an upper surface reflection signal on the upper surface; at the same time, through upper surface projection, lower surface reflection, and upper surface transmission, a lower surface reflection signal is formed.

另外在实验室或浅水阶段有电击穿等离子体声源可作为激光击穿声源的代替。In addition, in the laboratory or shallow water stage, there is an electric breakdown plasma sound source that can be used as a substitute for the laser breakdown sound source.

为说明本发明提出的方法应用于水下海底矿石厚度检测的有利优势,使得水下激光诱导等离子体声波信号在其他应用方面可以发挥其优势,表明本发明的实际意义,下为本发明的实际应用效果的证明例子:To illustrate the advantages of the method proposed in the present invention in the application of underwater seabed ore thickness detection, so that the underwater laser induced plasma acoustic wave signal can play its advantages in other applications and show the practical significance of the present invention, the following is an example of the practical application effect of the present invention:

设置不同厚度的5组铝块样品如图3所示,连续变化的海底矿石样品如图4所示,其厚度范围如表1所示。得到的典型上下表面反射波信号如图5所示。得到5组不同厚度铝块样品的厚度反射声信号如图6-图10所示,其中d为测量数据。Five groups of aluminum block samples with different thicknesses are shown in Figure 3. The continuously changing seabed ore samples are shown in Figure 4, and their thickness ranges are shown in Table 1. The typical upper and lower surface reflected wave signals obtained are shown in Figure 5. The thickness reflected sound signals of five groups of aluminum block samples with different thicknesses are obtained, as shown in Figures 6 to 10, where d is the measurement data.

评价参数如表2所示。得到石块厚度变化曲线如图11所示。The evaluation parameters are shown in Table 2. The obtained stone thickness variation curve is shown in Figure 11.

表1厚度范围Table 1 Thickness range

表2评价参数Table 2 Evaluation Parameters

在仿真实验中,设置厚度变化的样本如图12所示,其厚度范围如图12所注。在仿真实验中得到的典型声波信号如图13所示。设置检测范围为1-10mm,间隔1mm,检测样本厚度,得到声场分布如图14所示,对上述结果进行步骤3操作,可得到如图15所示厚度检测曲线。In the simulation experiment, the sample with thickness variation is set as shown in Figure 12, and its thickness range is noted in Figure 12. The typical acoustic signal obtained in the simulation experiment is shown in Figure 13. Set the detection range to 1-10mm, with an interval of 1mm, detect the thickness of the sample, and obtain the sound field distribution as shown in Figure 14. Perform step 3 on the above results to obtain the thickness detection curve as shown in Figure 15.

结果表明,本发明所提出的基于激光诱导等离子体声源的海底矿石厚度检测方法具有很高的分辨率,对铝块样本的检测分辨率可达0.4mm,测量误差低于1%;可以实现对厚度连续变化的海底矿石样本进行厚度测量。The results show that the seabed ore thickness detection method based on laser-induced plasma sound source proposed by the present invention has high resolution. The detection resolution of aluminum block samples can reach 0.4mm, and the measurement error is less than 1%; it can be achieved Thickness measurements were made on seafloor ore samples with continuously varying thicknesses.

同时,由于激光器所需电源功率仅为几百瓦,且可将激光器与水听器集成为整体,因此本发明所提出的方法不受搭载平台的限制,可以实现任意位置的原位测量。At the same time, since the power required by the laser is only a few hundred watts, and the laser and the hydrophone can be integrated into a whole, the method proposed in the present invention is not limited by the mounting platform and can achieve in-situ measurement at any location.

以上结果表明,本发明提出的基于激光诱导等离子体声源的多平台海底矿石厚度测量方法,可以实现任意海深的原位探测并且具有较高的探测精度,表明本发明提出的方法在实现海底矿石厚度原位测量上具备良好的应用潜力及推广性。The above results show that the multi-platform seabed ore thickness measurement method based on laser-induced plasma sound source proposed by the present invention can achieve in-situ detection at any sea depth and has high detection accuracy, indicating that the method proposed by the present invention is effective in realizing seabed thickness measurement. In-situ measurement of ore thickness has good application potential and generalization.

在上述实施例中,对各个实施例的描述都各有侧重,某个实施例中没有详述或记载的部分,可以参见其它实施例的相关描述。In the above embodiments, each embodiment is described with its own emphasis. For parts that are not detailed or documented in a certain embodiment, please refer to the relevant descriptions of other embodiments.

以上所述,仅为本发明较优的具体的实施方式,但本发明的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,凡在本发明的精神和原则之内所作的任何修改、等同替换和改进等,都应涵盖在本发明的保护范围之内。The above are only preferred specific embodiments of the present invention, but the protection scope of the present invention is not limited thereto. Any person familiar with the technical field shall, within the technical scope disclosed in the present invention, Any modifications, equivalent substitutions and improvements made within the spirit and principles should be covered by the protection scope of the present invention.

Claims (10)

1.一种基于激光诱导等离子体声源探测海底矿石厚度的方法,其特征在于,该方法包括:1. A method for detecting the thickness of seabed ores based on laser-induced plasma sound source, characterized in that the method includes: S1,利用采集等离子体声波的实验装置进行水下目标厚度反射声信号的采集;S1, use the experimental device to collect plasma acoustic waves to collect the reflected sound signal of the thickness of the underwater target; S2,对取得的n个声信号进行预处理;S2, preprocessing the obtained n sound signals; S3,提取上下表面反射波并计算厚度。S3, extract the reflected waves from the upper and lower surfaces and calculate the thickness. 2.根据权利要求1所述的基于激光诱导等离子体声源探测海底矿石厚度的方法,其特征在于,在步骤S1中,所述采集等离子体声波的实验装置包括能量衰减器(1)、激光扩束镜(2)、弯月透镜(3)、双胶合透镜(4)、镜筒(5);2. The method for detecting the thickness of seabed ore based on laser-induced plasma acoustic source according to claim 1, characterized in that, in step S1, the experimental device for collecting plasma acoustic waves comprises an energy attenuator (1), a laser beam expander (2), a meniscus lens (3), a double cemented lens (4), and a lens barrel (5); 所述能量衰减器(1)将能量调整后的激光传输至激光扩束镜(2);The energy attenuator (1) transmits the energy-adjusted laser to the laser beam expander (2); 弯月透镜(3)与双胶合透镜(4)组合为聚焦透镜,所述聚焦透镜放置在镜筒(5)中组合为聚焦透镜组;The meniscus lens (3) and the doublet lens (4) are combined into a focusing lens, and the focusing lens is placed in the lens barrel (5) to form a focusing lens group; 激光扩束镜(2)将激光扩束后发射至聚焦透镜组。The laser beam expander (2) expands the laser beam and emits it to the focusing lens group. 3.根据权利要求2所述的基于激光诱导等离子体声源探测海底矿石厚度的方法,其特征在于,在步骤S1中,利用采集等离子体声波的实验装置进行水下目标厚度反射声信号的采集,包括:3. The method for detecting seabed ore thickness based on laser-induced plasma sound source according to claim 2, characterized in that, in step S1, an experimental device for collecting plasma sound waves is used to collect the underwater target thickness reflected sound signal. ,include: 采集等离子体声波的实验装置的激光扩束镜(2)将激光扩束后发射至聚焦透镜组后,聚焦后的激光发射至待测样品;激光聚焦位置处于待测样品上方2~10cm;利用水听器对待测样品上下表面反射声波信号进行采集,并发送示波器。The laser beam expander (2) of the experimental device for collecting plasma acoustic waves expands the laser beam and emits it to the focusing lens group, and then emits the focused laser to the sample to be measured; the laser focusing position is 2 to 10cm above the sample to be measured; using The hydrophone collects the reflected sound wave signals from the upper and lower surfaces of the sample to be tested and sends them to the oscilloscope. 4.根据权利要求1所述的基于激光诱导等离子体声源探测海底矿石厚度的方法,其特征在于,在步骤S2中,对取得的n个声信号进行预处理,包括:4. The method for detecting seabed ore thickness based on laser-induced plasma sound source according to claim 1, characterized in that, in step S2, the obtained n acoustic signals are preprocessed, including: (1)提取等离子体膨胀声信号Pn幅值A0与到达时间T0;n代表测量位置处取得的声信号总数;(1) Extract the amplitude A0 and arrival time T0 of the plasma expansion acoustic signal Pn; n represents the total number of acoustic signals obtained at the measurement position; (2)计算幅值标准偏差Astd、到达时间标准偏差Tstd、幅值平均值Amean、到达时间平均值Tmean;(2) Calculate the amplitude standard deviation Astd, the arrival time standard deviation Tstd, the amplitude average Amean, and the arrival time average Tmean; (3)计算幅值偏离程度Ae、到达时间偏离程度Te;(3) Calculate the amplitude deviation degree Ae and the arrival time deviation degree Te; (4)剔除偏离程度大于2倍标准差的值,具体为:Ae>2×Astd,Te>2×Tstd,得到剔除异常值后m个声信号Pm;(4) Eliminate values with a deviation greater than 2 times the standard deviation, specifically: Ae>2×Astd, Te>2×Tstd, and obtain m acoustic signals Pm after eliminating outliers; (5)平均声信号Pm得到平均值Pa;(5) Average the acoustic signal Pm to get the average value Pa; (6)对平均值Pa进行带通滤波,剔除低频段噪声得到特征声信号Pb。(6) Band-pass filtering is performed on the average value Pa to remove low-frequency noise and obtain the characteristic sound signal Pb. 5.根据权利要求4所述的基于激光诱导等离子体声源探测海底矿石厚度的方法,其特征在于,所述提取等离子体膨胀声信号Pn幅值A0与到达时间T0,包括:使用matlab函数max寻找最大值,表达式为:[A0,T0]=max(Pn)。5. The method for detecting the thickness of seabed ore based on laser-induced plasma sound source according to claim 4 is characterized in that the extraction of the amplitude A0 and arrival time T0 of the plasma expansion sound signal Pn includes: using the matlab function max to find the maximum value, and the expression is: [A0, T0] = max(Pn). 6.根据权利要求4所述的基于激光诱导等离子体声源探测海底矿石厚度的方法,其特征在于,计算幅值平均值Amean的表达式为:6. The method for detecting seabed ore thickness based on laser-induced plasma sound source according to claim 4, characterized in that the expression for calculating the amplitude average value Amean is: Amean=sum(Ai)/nAmean=sum(Ai)/n 在进行厚度测量时在同一位置处采集若干次声信号,n代表测量位置处取得的声信号总数;Ai为第i个声信号的幅值,其中,i为从1到n的整数。When measuring thickness, several infrasound signals are collected at the same position. n represents the total number of acoustic signals obtained at the measurement position; Ai is the amplitude of the i-th acoustic signal, where i is an integer from 1 to n. 7.根据权利要求6所述的基于激光诱导等离子体声源探测海底矿石厚度的方法,其特征在于,计算幅值标准偏差Astd的表达式为:7. The method for detecting seabed ore thickness based on laser-induced plasma sound source according to claim 6, characterized in that the expression for calculating the amplitude standard deviation Astd is: Astd=sqrt(sum((Ai-Amean)^2)/n)Astd=sqrt(sum((Ai-Amean)^2)/n) 其中,i为从1到n的正整数;Among them, i is a positive integer from 1 to n; 计算幅值偏离程度Ae、到达时间偏离程度Te的表达式为:The expressions for calculating the amplitude deviation Ae and arrival time deviation Te are: Ae=|A0-Amean|Ae=|A0-Amean| Te=|T0-Tmean|。Te=|T0-Tmean|. 8.根据权利要求1所述的基于激光诱导等离子体声源探测海底矿石厚度的方法,其特征在于,在步骤S3中,提取上下表面反射波并计算厚度,包括:8. The method for detecting the thickness of seabed ore based on laser-induced plasma sound source according to claim 1, characterized in that, in step S3, extracting the upper and lower surface reflected waves and calculating the thickness includes: 对得到的特征声信号Pb进行特征识别,提取上下反射声信号峰值到达时间t1、t2;待测样品厚度为:Perform feature identification on the obtained characteristic sound signal Pb, and extract the peak arrival times t1 and t2 of the upper and lower reflected sound signals; the thickness of the sample to be measured is: d=c×|t1-t2|/2d=c×|t1-t2|/2 其中,c为样品中声速。Among them, c is the sound speed in the sample. 9.根据权利要求8所述的基于激光诱导等离子体声源探测海底矿石厚度的方法,其特征在于,所述特征声信号Pb进行特征识别,包括:9. The method for detecting seabed ore thickness based on laser-induced plasma sound source according to claim 8, characterized in that the characteristic sound signal Pb performs feature identification, including: 获取脉宽低于阈值的脉冲信号,该阈值为2us;Get a pulse signal with a pulse width lower than the threshold, the threshold is 2us; 获取峰值高于阈值的脉冲信号,阈值取决于幅值A0,根据不同介质声波反射透射公式计算上表面反射波阈值为:Obtain the pulse signal with a peak value higher than the threshold. The threshold depends on the amplitude A0. According to the acoustic wave reflection and transmission formula of different media, the upper surface reflection wave threshold is calculated as: 0.5×|(z2-z1)/(z1+z2)|×A00.5×|(z2-z1)/(z1+z2)|×A0 下表面反射波阈值为:The lower surface reflection wave threshold is: 0.5×|(4×z1×z2×(z1-z2)/(z1+z2)^3)|A00.5×|(4×z1×z2×(z1-z2)/(z1+z2)^3)|A0 其中,z1、z2为水与目标介质阻抗,z=ρv,ρ为介质密度,v为介质中声速。Among them, z1 and z2 are the impedances of water and the target medium, z=ρv, ρ is the medium density, and v is the sound speed in the medium. 10.根据权利要求1-9任意一项所述的基于激光诱导等离子体声源探测海底矿石厚度的方法,其特征在于,该方法应用于无缆水下机器人AUV上,实现深海环境下的海底矿石厚度测量。10. The method for detecting the thickness of seabed ores based on laser-induced plasma sound source according to any one of claims 1 to 9, characterized in that the method is applied to a cableless underwater robot AUV to realize seabed detection in a deep sea environment. Ore thickness measurement.
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