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282 results about "Laser-induced breakdown spectroscopy" patented technology

Laser-induced breakdown spectroscopy (LIBS) is a type of atomic emission spectroscopy which uses a highly energetic laser pulse as the excitation source. The laser is focused to form a plasma, which atomizes and excites samples. The formation of the plasma only begins when the focused laser achieves a certain threshold for optical breakdown, which generally depends on the environment and the target material. In principle, LIBS can analyze any matter regardless of its physical state, be it solid, liquid or gas. Because all elements emit light of characteristic frequencies when excited to sufficiently high temperatures, LIBS can (in principle) detect all elements, limited only by the power of the laser as well as the sensitivity and wavelength range of the spectrograph & detector. If the constituents of a material to be analyzed are known, LIBS may be used to evaluate the relative abundance of each constituent element, or to monitor the presence of impurities. In practice, detection limits are a function of a) the plasma excitation temperature, b) the light collection window, and c) the line strength of the viewed transition. LIBS makes use of optical emission spectrometry and is to this extent very similar to arc/spark emission spectroscopy.

Waste metal classification and identification method and system based on image identification

The invention relates to the technical field of industrial visual inspection, and particularly discloses a waste metal classification and recognition method and system based on image recognition, and the method comprises the steps: obtaining metal surface visual information through an image collection system, extracting multi-level depth features after preprocessing, and generating a preliminary classification result and confidence evaluation; when the confidence coefficient is insufficient, starting a multi-mode verification mechanism, acquiring element composition data by adopting a laser-induced breakdown spectroscopy technology, and acquiring surface topological characteristics by adopting a structured light three-dimensional scanning technology; matching the element data with a component database to generate a component verification result, and comparing the morphology features with a morphology database to generate a morphology verification result; and finally, three types of results are integrated based on a weighted fusion algorithm to generate a final classification decision, and a sorting mechanism is controlled to complete accurate sorting.
Owner:JIANGXI JIANGLING NON-FERROUS METAL DIE-CASTING CO LTD

LIBS spectrum noise reduction method, system and device based on adaptive threshold wavelet transform and storage medium

The invention relates to the technical field of laser spectrum detection, in particular to an LIBS (Laser-induced Breakdown Spectroscopy) spectrum noise reduction method, system and equipment based on adaptive threshold wavelet transform and a storage medium. Acquiring an original spectral signal of the laser-induced breakdown spectroscopy; performing five-layer multi-layer wavelet decomposition on the original spectral signal by adopting a db4 wavelet basis function to obtain a high-frequency coefficient and a low-frequency coefficient of each layer; calculating a noise intensity standard deviation based on the detail coefficient of the highest decomposition layer; dynamically determining the optimal value of the regulation factor through a double-layer optimization strategy combining a grid search method and a golden section iterative optimization method; constructing an adaptive threshold value based on the noise intensity standard deviation and the adjustment factor; carrying out threshold value processing on the high-frequency coefficient by adopting a self-adaptive threshold value; and performing wavelet reconstruction on the processed high-frequency coefficient and low-frequency coefficient, and outputting a denoised spectral signal. While the LIBS spectral signal-to-noise ratio is remarkably improved, the spectral feature form is completely reserved, and reliable technical support is provided for laser-induced breakdown spectroscopy detection in a complex industrial environment.
Owner:GUIZHOU POWER GRID CO LTD +1

Biomass power generation efficiency optimization method based on data driving

The invention relates to the field of power equipment data processing, in particular to a biomass power generation efficiency optimization method based on data driving, which comprises the following steps: collecting fuel multi-source heterogeneous data through a laser-induced breakdown spectroscopy and a temperature sensor, and carrying out space-time alignment processing by adopting a redundancy sensing fusion and dynamic time warping algorithm; and generating a fuel characteristic tensor for representing the fuel heat value, the water content and the ash content. A combustion digital twin dynamic model is constructed based on the tensor, the weight of the model is dynamically updated through cross validation of the CO / CO concentration ratio and the volatilization analysis rate, the combustion efficiency and the control stability are improved, and the problems of insufficient model adaptation and reduced heat transfer efficiency caused by fuel heterogeneity are solved.
Owner:华能肇东生物质能发电有限公司

Dovetail welding seam automatic grinding control method based on robot visual positioning

The invention discloses an automatic dovetail welding seam grinding control method based on robot visual positioning, and relates to the technical field of visual positioning. The method comprises the steps that after welding is completed, a dovetail welding seam image is collected and converted into a three-dimensional coordinate through a vision algorithm, and a three-dimensional point cloud is generated; smooth interpolation is performed on the three-dimensional point cloud through a B spline curve method to obtain a parameterized curve, and a control point set is optimized through a genetic algorithm to generate a global optimal polishing path; the polishing robot executes a task according to a path, a tail end sensor collects a real-time path and calculates a deviation value with a global path, and when the deviation value exceeds a preset threshold value, inverse kinematics is triggered to solve and correct the path; the hardness of the dovetail weld is measured through laser-induced breakdown spectroscopy, a comprehensive hardness value is obtained in combination with a matrix hardness database, meanwhile, a visual sensor collects the surface state, and polishing process parameters are dynamically adjusted according to the surface state; after the task is completed, the welding seam angle and flatness are detected. According to the method, the optimal path is generated through visual positioning, and automatic grinding of the dovetail welding seam is achieved.
Owner:QINGDAO SHENGHENG ELECTROMECHANICAL TECH CO LTD

Boiler combustion multi-objective collaborative optimization control method and system

The invention relates to the technical field of boiler combustion control, in particular to a boiler combustion multi-target collaborative optimization control method and system. The method comprises the following steps: firstly, acquiring coal quality parameters in real time through a laser-induced breakdown spectrum analyzer, carrying out qualitative and quantitative analysis on spectral data by utilizing a machine learning algorithm, constructing a boiler combustion digital twinborn model fusing a combustion mechanism model and a data driving model, and predicting combustion characteristics, NOx generation trends and coking risks under different blending schemes; and then, dynamically generating an optimization instruction combination according to a prediction result of the digital twinborn model, establishing a safety interlocking mechanism while executing the optimization instruction, and automatically switching to a manual control mode when detecting that the working condition fluctuates severely or the model prediction deviation exceeds a preset threshold value. According to the method, the problems of coal quality information lag and untimely combustion adjustment caused by traditional manual sampling are effectively solved, and the economical efficiency, the safety and the environmental protection property of boiler operation are improved.
Owner:HUANENG POWER INT ENERGY DEV CO LTD

Spectral feature and artificial intelligence fused grain heavy metal detection method and system

The invention relates to a data analysis technology, and discloses a spectral feature and artificial intelligence fused grain heavy metal detection method and system.The method comprises the steps that a near-infrared diffuse reflection spectrum, a laser-induced breakdown spectrum and a surface enhanced Raman spectrum of a grain sample are obtained, a matrix accumulation area thermodynamic diagram is constructed according to the near-infrared diffuse reflection spectrum, and the matrix accumulation area thermodynamic diagram is obtained; the method comprises the following steps: optimizing a laser-induced breakdown spectrum based on a thermodynamic diagram of a matrix accumulation area, carrying out dual-channel spatial-temporal feature extraction on a surface enhanced Raman spectrum and the optimized laser-induced breakdown spectrum to obtain a fusion feature vector, carrying out weighted fusion optimization on the fusion feature vector based on a signal-to-noise ratio of multispectral data to obtain an optimized fusion feature vector, and finally obtaining a fusion feature vector. And carrying out migration adaptation on a pre-trained grain detection model by using a pre-marked new grain sample, and carrying out heavy metal content identification on the grain sample by using the adaptive grain detection model according to the optimized fusion feature vector to obtain a heavy metal detection result. The precision of grain heavy metal detection can be improved.
Owner:SHENZHEN SINO ASSESSMENT GRP

Laser drilling method and system for heterogeneous laminated material

The invention discloses a laser drilling method and system for a heterogeneous laminated material. The laser drilling method comprises the steps that a first acoustic emission sensor and a second acoustic emission sensor are arranged; in the blind hole forming process, the depth of the blind hole is obtained through a second acoustic emission sensor; determining the laying angle of the carbon fiber prepreg cloth according to the depth of the blind hole, calling a first acoustic emission sensor, and collecting an acoustic emission signal; judging whether the metal layer is exposed or not according to an acoustic emission signal acquired by a first acoustic emission sensor, and if the metal layer is considered to be exposed, acquiring a spectral signal in real time through a laser-induced breakdown spectroscopy detection system; and outputting the laser beam again, and controlling the laser beam to perform layer-by-layer scanning. The position of the metal layer in the blind hole machining process is preliminarily positioned based on the acoustic emission sensor system, then LIBS is used for accurately positioning distribution of the metal layer, laser process parameters are fed back and adjusted, and the spiral track during laser scanning is adjusted, so that the blind hole machining quality is improved.
Owner:HUAZHONG UNIV OF SCI & TECH

Field quantitative analysis method and system of lithium

The present disclosure provides a field quantitative analysis method and system of lithium, and relates to the technical field of field quantitative analysis of lithium. The method includes: measuring a laser-induced breakdown spectroscopy of a lithium-containing mineral, to obtain spectral data of the lithium-containing mineral; taking the spectral data as an input, and determining a mineral class of the lithium-containing mineral based on a trained mineral classification model; and taking the spectral data as the input, and determining content of lithium in the lithium-containing mineral based on a calibration curve corresponding to the mineral class.
Owner:INSTITUTE OF GEOLOGY AND GEOPHYSICS CHINESE ACADEMY OF SCIENCES

Probe type mineral multi-element laser-induced breakdown spectroscopy detection equipment

The invention provides probe type mineral multi-element laser-induced breakdown spectroscopy detection equipment. The equipment is characterized in that a sealed quartz optical window is mounted on the side surface of a probe box; the laser faces the sealed quartz optical window and emits laser pulses to the detected mineral; the convex surface of the quartz crescent focusing lens faces the laser, the concave surface of the quartz crescent focusing lens faces the sealed quartz optical window, and laser pulses are focused on the surface of detected mineral to generate plasma; the dichroscope is used for reflecting the plasma emission light to the double-lens group; the emitted light is converged through the double-lens group to form a plasma image with weakened chromatic aberration; the spectrograph is coupled with the plasma image through an optical fiber mechanism and records spectrums of different wavebands; therefore, after the focus point of the reflected light of the crescent focusing lens is pushed far to the laser, the optical element is prevented from being damaged; the imaging chromatic aberration of a plasma image is reduced by the double-lens group; the optical fiber mechanism balances spectral intensities of different wavebands and suppresses a continuous spectrum through spatial resolution.
Owner:ALUMINUM CORP OF CHINA LTD +2

Molten steel element content on-line detection system based on laser-induced breakdown spectroscopy technology

The invention discloses a molten steel element content on-line detection system based on a laser-induced breakdown spectroscopy technology, and relates to the technical field of molten steel element content on-line detection, the molten steel element content on-line detection system comprises an excitation system, an acquisition system, a data preprocessing module and a component detection module; the excitation system is used for emitting laser to the molten steel surface to generate plasma; the acquisition system is used for collecting signal light radiated by the plasma; the data preprocessing module is used for carrying out baseline correction and noise reduction processing on the collected original spectral signals; and the component detection module comprises an element content prediction model based on a gating specific expert attention network LSEA-Net and is used for carrying out quantitative analysis on the preprocessed spectral data to obtain the element content of the molten steel. The technology has the advantages that sample preparation is not needed, online rapid analysis and multi-element synchronous detection are achieved, and the technology is suitable for the high-temperature environment and the like, and the requirement of a steelmaking site for real-time component detection is met very well.
Owner:Liupanshan Laboratory

Self-adaptive window width symmetric zero area transformation LIBS peak searching method, system and device

The invention discloses an LIBS (Laser-induced Breakdown Spectroscopy) peak searching method, system and device for adaptive window width symmetric zero area transformation, and belongs to the technical field of laser-induced breakdown spectroscopy element analysis. According to the method, firstly, a spectrum base is deducted through an SNIP method, Savitzky-Golay filtering preprocessing is carried out, then data segments are segmented, the window width is dynamically adjusted by combining the peak resolution, the full width at half peak and the horizontal distance at the maximum slope value, the resolution is improved by using a narrow window in an adjacent peak region, the noise reduction effect is enhanced by using a wide window in a noise or single peak region, and finally symmetric zero area transformation is substituted to complete peak searching. Experiments show that the peak searching accuracy rate of the method reaches 97.4%, the false drop rate is 1.75%, the error compared with an NIST database is smaller than or equal to 0.071 nm, the noise robustness is superior to that of a traditional method, adjacent peaks can be accurately recognized, noise interference can be restrained, and the method is suitable for high-precision LIBS element analysis.
Owner:CHANGCHUN UNIV OF TECH

Concrete chloride ion erosion detection system and method

The invention discloses a concrete chloride ion erosion detection system and method. The system comprises a terahertz time-domain spectroscopy module, a laser-induced breakdown spectroscopy module and a sample bearing platform, the transmitting end of the terahertz time-domain spectroscopy module and the transmitting end of the laser-induced breakdown spectroscopy module face the sample bearing platform; the terahertz time-domain spectroscopy module is used for acquiring terahertz wave field information of a to-be-tested sample; and the laser-induced breakdown spectroscopy module is used for acquiring a spectral signal of the to-be-detected sample. In the aspect of detection precision, terahertz imaging can achieve preliminary positioning and LIBS accurate measurement, matrix interference can be avoided through cooperation of the terahertz imaging and the LIBS accurate measurement, and low-content chloride ions are accurately quantified; in a detection range, terahertz can detect an internal deeper area, an LIBS focusing surface and a near surface, and full-depth detection is realized after combination; in information acquisition, terahertz imaging provides macroscopic distribution image information, LIBS provides element content chemical information, and data are richer and more accurate due to complementation of the macroscopic distribution image information and the LIBS.
Owner:XI AN JIAOTONG UNIV +1

Spectral analysis monitoring method for aluminum alloy component detection

The invention relates to the technical field of metal materials, and discloses a spectral analysis monitoring method for aluminum alloy component detection, and the method comprises the following steps: carrying out standardized surface pretreatment on an aluminum alloy sample; collecting spectral data of the sample by adopting a laser-induced breakdown spectroscopy technology; performing noise filtering and background correction on the spectral data through a wavelet transform algorithm; establishing a spectral feature database for element qualitative identification; carrying out element quantitative analysis by adopting an internal standard method, and calculating the content of each element through a calibration curve; comparing a detection result with a standard mark component range to generate component conformity evaluation; performing deviation analysis and performance prediction on samples which do not meet the standard; and finally, generating a quality grading report based on the multi-dimensional evaluation indexes. According to the method, the accuracy of component qualitative identification is ensured, the detection error is reduced, the repeatability and efficiency of detection are improved, and the effectiveness of risk management and control and the overall reliability of a detection result are improved.
Owner:SHAANXI CHUNCHEN BOFA ALUMINUM TECH CO LTD

Coaxial collection laser-induced breakdown spectroscopy device

The invention provides a coaxial collection laser-induced breakdown spectroscopy device. The coaxial collection laser-induced breakdown spectroscopy device comprises a computer, a laser, a 9-to-1 spectroscope, a photoelectric external trigger unit, a reflector, a dichroscope, a galvanometer group, a field lens, a double-focusing lens group, a spectrograph optical fiber probe and a spectrograph, a laser beam passes through the 9-to-1 spectroscope and the reflector, is deflected, then enters the dichroscope, penetrates through the dichroscope, enters the galvanometer group, is reflected by the X reflector and the Y reflector for multiple times and then enters the field lens, and parallel light is focused to a test sample. A laser induced plasma emission spectrum generated in the laser cleaning process serves as a point light source and is converted into parallel light through a field lens, and then the parallel light enters a dichroscope through an original path of a galvanometer set, deflects to enter a double-focusing lens set and is stably focused to a spectrograph optical fiber probe to be processed and analyzed by the spectrograph. The coaxial collection light path is applied to the galvanometer laser head, plasma emission light can be directly collected in the laser cleaning process, and more efficient signal collection and processing are achieved.
Owner:WENZHOU UNIV

High-speed laser-induced breakdown spectroscopy imaging device and method

The invention provides a high-speed laser-induced breakdown spectral imaging device and method. The high-speed laser-induced breakdown spectral imaging device comprises an optical fiber laser, a marking table, a high-speed scanning galvanometer, a flat-field scanning lens, a dichroic spectroscope, a laser isolation head, a focusing lens, a high-speed spectrograph, a delay pulse generator, an electronic control card and a computer. The electronic control card is connected with the computer, the fiber laser, the high-speed scanning galvanometer and the delay pulse generator; the delay pulse generator is connected with the high-speed spectrometer; the high-speed spectrometer is connected with the computer; geometric centers of the high-speed scanning galvanometer, the dichroic spectroscope and the laser isolation head and a straight line where laser is located are on the same straight line; and a flat field scanning lens is arranged below the high-speed scanning galvanometer. By applying the technical scheme, the task of single-point laser emission sampling exceeding 10000 Hz and dot matrix data acquisition exceeding 2000 Hz can be completed.
Owner:XIAMEN MEDICAL COLLEGE

Waste metal fine sorting system and method using robot and laser-induced breakdown spectroscopy

The invention discloses a waste metal fine sorting system and method based on laser-induced breakdown spectroscopy (LIBS). The system comprises a conveyor belt transportation module, a structured light visual identification module, a robot sorting module, an LIBS (laser-induced breakdown spectroscopy) detection module and a system control module. The structured light three-dimensional vision sensor is arranged in the mode that hands are outside eyes, scrap metal is conveyed into the visual field of the structured light three-dimensional vision sensor through a conveying belt, primary shooting is carried out, the position and posture of the scrap metal are recognized, and after the robot grabs the scrap metal and adjusts the posture, secondary shooting is carried out, and the optimal detection point of the scrap metal is calculated. And the pose of the scrap metal is adjusted so that the optimal detection point can coincide with the laser focus position, LIBS detection is conducted, and the scrap metal is put into a corresponding metal collecting box according to the detection result. The system can adapt to scrap metals with different sizes and forms, accurately extract a detection area, stably obtain a high-quality spectrum, and realize efficient and accurate scrap metal mark classification.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Laser-induced breakdown spectroscope

A change in a substance in a depth direction of an analyte is easily estimated. An analysis and observation device includes: a library holding section that holds a substance library in which a substance is associated with a type of an element constituting the substance and a content of the element; and a component analysis section that estimates a type of an element constituting a substance and a content of the element based on a spectrum, and estimates the substance based on estimated characteristics and the substance library. The component analysis section estimates a type of an element constituting a substance, a content of the element, and the substance at each of a plurality of positions having different analysis depths.
Owner:KEYENCE CORP

Deep sea in-situ multispectral detection system and use method thereof

The invention provides a deep-sea in-situ multispectral detection system. The deep-sea in-situ multispectral detection system comprises a pressure-resistant cabin, a spectrum acquisition and analysis module, a laser emission and excitation module, a laser path switching and signal regulation and control module, a system control and power supply management module and a data communication and platform interface module, the pressure-resistant cabin body is composed of a main cabin body cylinder section, a front cabin cover, a rear cabin cover and annular reinforcing ribs evenly distributed outside the main cabin body cylinder section. The front cabin cover is provided with a main power supply control base, an external power supply control sealing base, a laser-induced breakdown spectroscopy detection window, a pressure-resistant optical cable cabin penetrating piece and a deflation valve; and various functional modules are arranged on a partition plate in the cabin body. According to the system, an in-situ multispectral detection system which has multispectral joint recognition capability, adapts to deep sea extreme environments and can carry various types of operation platforms is constructed, so that efficient, stable and full-chain in-situ recognition of complex objects such as deep sea fluid, sediment pore water and hydrates is realized, and the detection efficiency and the operation safety are improved.
Owner:崂山国家实验室

Rare earth element online detection device and method based on laser-induced breakdown spectroscopy

The invention relates to the technical field of material analysis, in particular to a rare earth element online detection device and method based on laser-induced breakdown spectroscopy. According to the invention, the laminar flow lining plate is arranged, and the to-be-detected liquid is conveyed to the laminar flow lining plate through the liquid conveying device, so that the laminar flow of the to-be-detected liquid is formed on the laminar flow lining plate. Then, an LIBS signal of the to-be-detected liquid laminar flow is collected through an LIBS signal collection device, and the to-be-detected liquid laminar flow can reduce laser energy consumed by solvent evaporation, so that the signal intensity is improved; and the to-be-detected liquid laminar flow can also reduce the fluctuation of the liquid level, so that the signal stability is improved. In addition, the acoustic signal of the liquid laminar flow to be detected is acquired through the acoustic signal acquisition device, and the LIBS signal and the acoustic signal are jointly analyzed, so that the accuracy of rare earth element detection can be improved.
Owner:EAST CHINA JIAOTONG UNIVERSITY

Telemetering type laser-induced breakdown spectroscopy detection system

The invention relates to a telemetering type laser-induced breakdown spectroscopy detection system which is characterized in that a light outlet of a laser is aligned with the position of a light guide arm base, a laser beam expanding device is mounted in the light guide arm base, and laser is expanded into parallel light through the laser beam expanding device and then sequentially passes through a first laser reflector, a second laser reflector, a third laser reflector and a dichroscope; and the fourth aluminum film reflecting mirror and the fused quartz glass are converged on the sample to be detected and are excited to generate plasmas. According to the principle of light path reversibility, the spectrum generated by the plasma can be changed into parallel light through the fused quartz lens, and the parallel light enters the optical fiber coupling module through the fourth aluminum film reflector and the dichroscope and is transmitted to the spectrum detector through the optical fiber. According to the invention, the high-temperature molten sample to be detected can be detected, the free adjustment of the light path in the spatial position is realized, and the problems of high temperature of the straight surface of the detection probe, difficulty in field installation and the like are solved.
Owner:BEIKUANG TESTING TECH CO LTD

Micron-sized single particle quantitative analysis method and system based on silver nanoparticle signal enhancement

The application discloses a kind of microscale single particle quantitative analysis method and system based on nano-silver signal enhancement, it is related to spectral analysis technical field, the method includes: using laser-induced breakdown spectroscopy system to the carbon black particle target sample is carried out spectral data acquisition, obtains target full spectrum data and is pretreated, and then obtains target spectral data matrix;Variable importance measurement algorithm and continuous projection algorithm are used to the variable in the target spectral data matrix is screened, and target variable is obtained;Target variable is input into carbon black particle metal content prediction model, and the content of metal element in carbon black particle target sample is obtained.The application can quickly and accurately determine the content of metal element in carbon black particle target sample.
Owner:NORTHWEST UNIV

Heat treatment process for spring processing and production

The invention discloses a heat treatment process for spring processing and production, and belongs to the technical field of metal material heat treatment, the heat treatment process for spring processing and production comprises the following steps: detecting element content through laser-induced breakdown spectroscopy, and dynamically adapting parameters such as quenching temperature by using a reinforcement learning algorithm; calculating the critical concentration of titanium carbide based on JMatPro, monitoring the component gradient of a cladding layer in real time, and adjusting the laser power, the powder feeding rate and the cladding path; acquiring temperature field and stress field data by using a sensor, and adjusting the magnetic field intensity, the pre-deformation amount and the flow velocity of a cooling medium; a metallographic image is analyzed through a convolutional neural network, subzero treatment is intelligently triggered, and tempering parameters are optimized; and according to the surface roughness, parameters are reversely corrected, and self-optimization is carried out through the block chain. Intelligent and accurate regulation and control of the whole process of component detection, process control and quality detection are achieved, the mechanical property and production efficiency of the spring are improved, and the method has the advantages of dynamic adaptation, real-time monitoring, multi-field coupling control, data closed-loop optimization and the like.
Owner:TAICANG HUIDELI SPRING

LIBS spectrum enhancement method and system based on micro-nano structure

The invention discloses an LIBS spectrum enhancement method and system based on a micro-nano structure. The method comprises the following steps: S1, converging laser beams emitted by a laser onto a sample through an optical lens group; s2, adjusting processing parameters of the laser so as to form a preset processing light spot size on the surface of the sample; and S3, carrying out laser scanning processing on the sample, preparing a micro-nano structure on the surface of the sample, and forming a surface with a specific micro-nano structure so as to improve the LIBS spectral intensity. The invention provides an LIBS (Laser-induced Breakdown Spectroscopy) spectrum enhancement method and system based on a micro-nano structure, and the principle is that a surface with a specific micro-nano structure is prepared to enhance the spectrum signal intensity and the signal-to-noise ratio of laser-induced breakdown spectroscopy, so that the purposes of improving the detection stability and reducing the detection lower limit are achieved. The method has the significance of improving the sensitivity, accuracy and reliability of the LIBS technology, so that the method can be better applied to the fields of chemical analysis, material characterization and the like.
Owner:SOUTHWEAT UNIV OF SCI & TECH

Laser-induced breakdown spectroscopy (LIBS) enabled field equipment

A soil analysis apparatus may comprise a vehicle, at least one control-logic processor, a sensor housing, and a Laser-induced Breakdown Spectroscopy (LIBS) sensor. The LIBS sensor may be contained, at least in part, in the sensor housing. The vehicle may be configured to traverse an agricultural field. The LIBS sensor may be in connection to the vehicle and in communication with the control-logic processor. The LIBS sensor may comprise a laser source, a spectrometer, and at least one light collecting element. The laser source and / or the spectrometer may be in non-contacting proximity with the soil. The LIBS sensor may be configured to traverse a surface of the agricultural field via the connection to the vehicle. The LIBS sensor may be configured to conduct in situ soil analysis of the agricultural field during the traverse of the surface of the agricultural field.
Owner:PRECISION PLANTING LLC

Quantitative analysis method and system for rare earth elements of geological rock based on laser-induced breakdown spectroscopy

The invention discloses a geological rock rare earth element quantitative analysis method and system based on laser-induced breakdown spectroscopy, and belongs to the technical field of element spectral analysis, and the geological rock rare earth element quantitative analysis method comprises the following steps: constructing a dual-acquisition system to obtain a spectral signal and a plasma image of a rock sample, and preprocessing the spectral signal and the plasma image; determining rock lithology through a classification model, calculating plasma temperature based on the spectral signal, calculating brightness based on the plasma image, and correcting the plasma temperature; and constructing a multi-category bimodal quantitative analysis model, and inputting the lithology, the corrected temperature and the preprocessed image to complete quantitative analysis. The system comprises a data acquisition subsystem and a quantitative analysis subsystem, and data acquisition time sequence consistency and analysis reliability are guaranteed. According to the method, a bimodal data architecture is adopted, temperature correction and an advanced feature fusion network are combined, the limitation of single spectral data is broken through, the analysis precision and stability are improved, and popularization and application in geological exploration scenes are facilitated.
Owner:JILIN UNIVERSITY

Fabricated insulation board fireproof performance detection method and system

The invention discloses a method and a system for detecting fireproof performance of an assembled insulation board, and relates to the technical field of fireproof material detection.The method comprises the following steps: preparing an assembled insulation board sample, and performing constant-temperature and constant-humidity balance and ultraviolet aging grouping treatment to obtain a standardized insulation board sample interface; scanning the interface of the standardized insulation board sample by using terahertz time-domain spectroscopy to generate an interface debonding distribution diagram and a defect coordinate list; ablating detection points of the fabricated insulation board sample through laser-induced breakdown spectroscopy to obtain plasma temperature, analyzing element migration data of the flame retardant, and calculating the residual rate of the flame retardant; inputting the interface debonding distribution diagram and the flame retardant residual rate into a coupling failure model, and judging a synergistic failure type of interface debonding and flame retardant attenuation; and generating a three-dimensional visualization scheme according to the synergistic failure type of flame retardation attenuation, and obtaining a process optimization report. According to the invention, through the process optimization report output by the three-dimensional risk field, the fire resistance of the insulation board in an extreme environment is improved.
Owner:JIANGSU JINGXUE INSULATION TECH CO LTD

Underwater intelligent detection machine system and method based on laser-induced breakdown spectroscopy

The invention relates to the technical field of spectral analysis, and particularly discloses an underwater intelligent detection machine system and method based on laser-induced breakdown spectroscopy, and the system comprises an underwater carrying platform, an orthogonal double-pulse laser-induced breakdown spectroscopy probe, a multi-sensor cooperative sensing module, a mechanical arm, a central control unit and a water surface control station. The method comprises the following steps: a first pulse vertically builds bubbles, and a second pulse parallelly enters the bubbles and is triggered according to delay time; the central control unit maintains a working distance of 1-2cm based on a distance measurement closed loop, and adaptively adjusts delay time and energy in combination with water depth pressure and cavitation feedback; and the water surface control station carries out denoising normalization on the spectrum calibration and carries out element qualitative and quantitative operation to generate an element distribution atlas. According to the method, plasma is excited in a cavitation bubble gas environment through orthogonal double pulses, and in-situ real-time high-sensitivity element detection of an underwater target is realized in combination with distance closed loop and parameter self-adaption.
Owner:YANTAI VOCATIONAL COLLEGE

A residual learning lightweight convolutional neural network quantification method for LIBS

The application discloses a residual learning lightweight convolutional neural network quantitative method for LIBS. The method comprises the following steps: collecting laser-induced breakdown spectroscopy (LIBS) original spectrum data of training samples; performing spectrum selection on each original spectrum and taking the mean value of the selected spectrum; establishing and training a residual learning lightweight convolutional neural network model by using the selected original spectrum; and performing quantitative analysis on test samples by using the trained residual learning lightweight convolutional neural network model. The application performs quantitative analysis of LIBS by using the residual learning convolutional neural network model. The residual module in the model improves the signal-to-noise ratio and retains the details of the spectrum signal, combines data preprocessing and quantitative analysis organically, and makes the preprocessing more targeted. Attention is concentrated on different effective information to different degrees, and feature selection is completed. The expression ability of the complex nonlinear relationship of the model is improved, and the precision of the LIBS quantitative analysis is improved.
Owner:SHENYANG INST OF AUTOMATION - CHINESE ACAD OF SCI

Miniaturized laser differential confocal Raman-LIBS microscopic imaging method and device

The invention discloses a miniaturized laser differential confocal Raman-LIBS (laser-induced breakdown spectroscopy) microscopic imaging method and device, and belongs to the technical field of microscopic spectral imaging. The device comprises a double-laser light source system for generating excitation light beams, an optical filter for separating spectral signals, a double-two-dimensional galvanometer light beam scanning system, a microscope objective, an axial scanning system, a differential confocal microscopic detection system, a mixed spectrum detection system and a computer control and display system. A double-two-dimensional micromirror scanning technology and a differential confocal microscopy technology are combined to carry out three-dimensional scanning on a sample, so that high-spatial-resolution detection of the geometrical morphology of the sample is realized; a same-light-path continuous laser and a pulse laser are respectively used as excitation light sources of Raman spectrum and laser-induced breakdown spectrum, and detection is carried out at a focal point on the surface of a sample, so that high-precision spectral information detection on the surface of the sample is realized. The sensor has the advantages of high sensitivity, multiple information, miniaturization, simple structure, wide applicability and the like, and is particularly suitable for the fields of environmental science, biomedicine, geological exploration and the like.
Owner:BEIJING INST OF TECH

Laser-induced breakdown spectroscopy detection system and detection method

The invention relates to the technical field of spectrum detection, and particularly discloses a laser-induced breakdown spectroscopy detection system and a detection method.The laser-induced breakdown spectroscopy detection system comprises a base, an installation frame is fixed to the base, a pulse laser is arranged on the installation frame, and a focusing lens is installed at the transmitting end of the pulse laser; the protection unit comprises a rack arranged on the base, a mounting sleeve shell fixed on the rack, a lifting table arranged in the mounting sleeve shell in a lifting manner, and a cover cylinder arranged on the lifting table; and a blowing part for performing blowing protection on a sample to be detected is arranged in the cover cylinder. The blowing ring is driven to rotate continuously in the circumferential direction through the rotary driving part, so that the air outlets move around a sample in the center, argon flow is uniformly wrapped around the sample, a stable argon protection atmosphere is formed, detection errors caused by non-uniform air flow are reduced, background interference can be effectively reduced, and the detection accuracy is improved. The detection precision is improved.
Owner:WUHAN HUACHUANG ZHILIAN OPTOELECTRONICS CO LTD