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57 results about "Peak analysis" patented technology

The Peak Analysis Module for LabChart provides automatic detection and analysis of multiple, non-overlapping, signal peaks in acquired waveforms. The module can be used either offline, to analyze peaks in existing recordings, or online, to analyze peaks as they are being recorded.

Chromatographic and mass spectral date analysis

Apparatus, methods, and computer readable media having computer code for calibrating chromatograms to achieve chromatographic peak shape correction, noise filtering, peak detection, retention time determination, baseline correction, and peak area integration. A method for processing a chromatogram, comprises obtaining at least one actual chromatographic peak shape function from one of an internal standard, an external standard, or an analyte represented in the chromatogram; performing chromatographic peak detection using known peak shape functions with regression analysis; reporting regression coefficients from the regression analysis as one of peak area and peak location; and constructing a calibration curve to relate peak area to known concentrations in the chromatogram. A method for constructing an extracted ion chromatogram, comprises calibrating a low resolution mass spectrometer for both mass and peak shape in profile mode; performing mass spectral peak analysis and reporting both mass locations and integrated peak areas; specifying a mass defect window of interest; summing up all detected peaks with mass defects falling within the specified mass defect window to derive summed intensities; and plotting the summed intensities against time to generate a mass defect filtered chromatogram.
Owner:CERNO BIOSCI

Application of comprehensive calibration to mass spectral peak analysis and molecular screening

A method of performing mass spectral analysis involving at least one of the isotope satellites of at least one ion, comprising acquiring a measured mass spectral response including at least one of the isotope satellites; constructing a peak component matrix with mass spectral response functions; performing a regression analysis between the acquired mass spectral response and the peak component matrix; and reporting one of statistical measure and regression coefficients from the regression analysis for at least one of mass spectral peak purity assessment, ion charge determination, mass spectral deconvolution, and mass shift compensation. A method for the identification of an ion in a sample through acquired MS scans, comprising obtaining an isotope pattern of an ion; constructing a projection matrix based on the isotope pattern or MS scan; projecting the isotope pattern or MS scan onto the projection matrix to calculate at least one of projection residual and projected data; and performing a statistical test on at least one of the projection residual and projected data to determine if the ion exists in the sample or if there is interference. A method which takes advantage of mass defect or isotope pattern analysis, and software and hardware for implementing all aspects of the invention.
Owner:CERNO BIOSCI

Energy spectrum overlapping peak analysis method

The invention discloses an energy spectrum overlapping peak analysis method. The analysis method includes the steps that background rejection is carried out on energy spectrum sections which are obtained from radioactive measurement and to be subjected to overlapping peak resolution, and net peak areas of overlapping peaks and all channel net counts corresponding to the net peak areas of the overlapping peaks are obtained; the energy spectrum sections obtained after background rejection are regarded as a linear sum of multiple Gaussian functions; parameters of the Gaussian functions are combined into a chromosome; population initialization is carried out on the combined chromosome, probability construction fitness functions, from individuals, of the energy spectrum sections are combined, selection, cross and mutation operators of a genetic algorithm are adopted, the weight, average and standard deviation of all the Gaussian functions are obtained after multi-generation operation, and overlapping peak resolution is completed. Calculation is simple, the overlapping peaks overlapping three or more spectrum peaks can be resolved, and the overlapping peak resolving method can be effectively applied to qualitative and quantitative analysis for the spectrum peaks and is good in performance.
Owner:CHENGDU UNIVERSITY OF TECHNOLOGY

Applied artificial intelligence technology for narrative generation using an invocable analysis service and configuration-driven analytics

Disclosed herein are example embodiments of an improved narrative generation system where an analysis service that executes data analysis logic that supports story generation can include configuration-driven analytics, such as at least one of a configuration-driven peaks analytic, a configuration-driven jumps analytic, a configuration-driven runs analytic, and/or a configuration-driven streaks analytic. In an example embodiment, the analysis service can be segregated from an authoring service that executes authoring logic for story generation through an interface. Accordingly, when the authoring service needs analysis from the analysis service, it can invoke the analysis service through the interface. By exposing the analysis service to the authoring service through the shared interface, the details of the logic underlying the analysis service are shielded from the authoring service (and vice versa where the details of the authoring service are shielded from the analysis service). Through parameterization of operating variables, the analysis service can thus be designed as a generalized data analysis service that can operate in a number of different content verticals with respect to a variety of different story types.
Owner:NARRATIVE SCI

System and method for detecting and locating heart disease

A method is delineated for detecting and locating coronary artery and heart disease comprising the steps of obtaining electrocardiograph (EKG) signals from a patient, modifying the EKG signals, and establishing a base value for use in evaluating modified EKG signals. The step of modifying includes the steps of amplifying the EKG signals, digitizing amplified EKG signals, mathematically modifying the amplified and digitized EKG signals to obtain 12 lead signals in the time domain, and converting the 12 lead signals into power spectrum signals in the frequency domain. The base value is obtained by taking a patient's resting heart rate in beats per minute, converting it to beats per second, and multiplying by a scaling quantity between approximately 3 and 7, inclusively. Then, a first area is calculated by integrating a selected one of the power spectrum signals from zero Hertz to the base value. Similarly, a second area results from integrating the selected power spectrum signal from the base value to infinity. Then, one takes the ratio of the first to second areas to obtain an evaluation standard indicative of the patient's coronary health. Peak analysis of the power spectrum signals is also available, and a scheme for locating detected heart disease is also provided. Lastly, a system corresponding to the aforementioned methodology is shown.
Owner:FANG & QUN +1

Establishment of HPLC (High Performance Liquid Chromatography) fingerprint spectrum of rabdosia lophanthide medicinal materials and fingerprint spectrum of of rabdosia lophanthide medicinal materials

ActiveCN103776926AMonitor qualityRealize base source identificationComponent separationHplc fingerprintPhosphoric acid
The invention discloses establishment of an HPLC (High Performance Liquid Chromatography) fingerprint spectrum of rabdosia lophanthide medicinal materials and a fingerprint spectrum of the rabdosia lophanthide medicinal materials, relates to a quality control method of traditional Chinese medicine medicinal materials, and particularly relates to a method for detecting an extracting solution of the rabdosia lophanthide medicinal materials by establishing the HPLC fingerprint spectrum. The method comprises the following steps: preparing a comparison product solution; selecting an extracting solvent and an extracting method; preparing a sample solution; inspecting chromatographic conditions, namely carrying out gradient elution by taking octadecyl bonded silica gel as filler of a chromatographic column, wherein a gradient elution solution is composed of acetonitrile-phosphoric acid with a flowing phase being 0.1%-0.3%, the column temperature is 25-40 DEG C, the ultraviolet detection wavelength is 230-270nm and the time is 100-120min; determining the HPLC fingerprint spectrums of the different types of rabdosia lophanthide medicinal materials; and marking a characteristic peak and selecting a reference peak. By adopting the method disclosed by the invention, the dispute of using rabdosia lophanthide as a medicine base source is solved. Methods including common peak comparison, clustering analysis, characteristic peak analysis and the like of the fingerprint spectrum are comprehensively utilized and are used for identifying the three types of HPLC fingerprint spectrums, so as to realize the base source identification of the rabdosia lophanthide medicinal materials, divide production area classification and provide evidences on quality control and accurate clinical utilization of the rabdosia lophanthide medicinal materials.
Owner:DONGGUAN MATHEMATICAL ENG ACAD OF CHINESE MEDICINE GUANGZHOU UNIV OF CHINESE MEDICINE

Application of comprehensive calibration to mass spectral peak analysis and molecular screening

A method of performing mass spectral analysis involving at least one of the isotope satellites of at least one ion, comprising acquiring a measured mass spectral response including at least one of the isotope satellites; constructing a peak component matrix with mass spectral response functions; performing a regression analysis between the acquired mass spectral response and the peak component matrix; and reporting one of statistical measure and regression coefficients from the regression analysis for at least one of mass spectral peak purity assessment, ion charge determination, mass spectral deconvolution, and mass shift compensation. A method for the identification of an ion in a sample through acquired MS scans, comprising obtaining an isotope pattern of an ion; constructing a projection matrix based on the isotope pattern or MS scan; projecting the isotope pattern or MS scan onto the projection matrix to calculate at least one of projection residual and projected data; and performing a statistical test on at least one of the projection residual and projected data to determine if the ion exists in the sample or if there is interference. A method which takes advantage of mass defect or isotope pattern analysis, and software and hardware for implementing all aspects of the invention.
Owner:CERNO BIOSCI

System and method for detecting and locating heart disease

A method is delineated for detecting and locating coronary artery and heart disease comprising the steps of obtaining electrocardiograph (EKG) signals from a patient, modifying the EKG signals, and establishing a base value for use in evaluating modified EKG signals. The step of modifying includes the steps of amplifying the EKG signals, digitizing amplified EKG signals, mathematically modifying the amplified and digitized EKG signals to obtain 12 lead signals in the time domain, and converting the 12 lead signals into power spectrum signals in the frequency domain. The base value is obtained by taking a patient's resting heart rate in beats per minute, converting it to beats per second, and multiplying by a scaling quantity between approximately 3 and 7, inclusively. Then, a first area is calculated by integrating a selected one of the power spectrum signals from zero Hertz to the base value. Similarly, a second area results from integrating the selected power spectrum signal from the base value to infinity. Then, one takes the ratio of the first to second areas to obtain ail evaluation standard indicative of the patient's coronary health. Peak analysis of the power spectrum signals is also available, and a scheme for locating detected heart disease is also provided. Lastly, a system corresponding to the aforementioned methodology is shown.
Owner:FANG DAN OUN +1

Mobile phone clapboard sand detection method based on line scanning local peak analysis

The invention discloses a mobile phone clapboard sand detection method based on line scanning local peak analysis. The method comprises the following steps: (1) masking a mobile phone clapboard image to obtain an area to be detected; (2) preprocessing the clapboard image by adopting top-hat transformation; (3) analyzing the cross section features of pixel points in different directions in the area to be detected by adopting line segments by means of rotational scanning, and performing binary encoding according to gray level relative strength relationship between the internal pixel points and peripheral pixel points of line scanning adjacent domains to obtain a line scanning response values of the points; (4) calculating the probability measure P<t>m belonging to a local peak value of each point in each direction to obtain a local peak value evaluation map; (5) combining local peak values and pixel gray level information, calculating a matching fraction S<t>(x,y) indicating that a point to be detected belonging to sand to obtain a matching fractional image, and extracting and segmenting mobile phone clapboard residual sands by adopting a dual-threshold processing technology. The mobile phone clapboard sand detection method is insensitive to contrast change, highly sensitive to sand detection, and low in missing detection and error detection rates.
Owner:XIANGTAN UNIV

Single-cell ATAC-seq data analysis method

The invention provides a single-cell ATAC-seq data analysis method. The single-cell ATAC-seq data analysis method comprises the following steps: S1, performing data analysis and quality control on sequencing original data; S2, performing comparative analysis; S3, analyzing an insertion fragment; S4, carrying out Peak analysis on the enrichment region; S5, classifying the single-cell subgroups; S6,carrying out annotation and enrichment on the Peak related genes; S7, carrying out TF-motif analysis; S8, carrying out the subgroup accessibility difference analysis; S9, analyzing related genes of the difference accessibility sites, and annotating genes corresponding to the transcription start sites closest to the peak region where the identified difference TF-motif is located, and the like. According to the method, a comprehensive single-cell ATAC-seq data analysis process with rich analysis contents is constructed; the analysis result reveals a large amount of biological information, people can deeply excavate biological phenomena and characteristics contained in the single-cell level conveniently, the analysis process and result are visually displayed in the form of html, the analysiscontent is clear in hierarchy, the result display forms are diversified, and the readability of the report is improved.
Owner:GUANGZHOU GENE DENOVO BIOTECH

Evaluation method for solving peak area of gamma spectrum

The invention relates to an evaluation method for solving the peak area of a gamma spectrum. The evaluation method comprises the following steps: the theoretically infinitely good energy spectrum of sodium iodide in seawater is simulated through the Monte Carlo method, so that the peak area counting rate of full-energy peaks is obtained; the theoretically infinitely good energy spectrum is subjected to Monte Carlo on-line broadening or off-line broadening, so that an energy spectrum meeting an actual condition can be obtained; and the peak area of the on-line broadened or off-line broadened energy spectrum is solved through Gaussian function fitting, Gaussian and linear substrate combined fitting, direct summation and energy spectrum peak area deduction solving methods. According to the evaluation method, different analysis methods are adopted to solve the total energy peak area of the actual energy spectrum. Results solved by the different methods and the uncertainty of the differentmethods can be compared with theoretically infinitely good energy spectrum, and therefore, the evaluation of the various peak analysis methods is completed; and the energy spectrum simulated based onthe Monte Carlo is used as a standard value, so that the different peak area solving methods can be well evaluated.
Owner:CHINA INST FOR RADIATION PROTECTION

Power distribution network equipment reliability analysis method and system based on multi-system information fusion

PendingCN112698129AComprehensive life expectancyReduce analysis errorElectrical testingPower usageDynamic data
The invention provides a power distribution network equipment reliability analysis method based on multi-system information fusion, and the method comprises the steps: receiving the operation data, collected by a sensor and monitoring equipment arranged on a preset section monitoring station and a maintainer, of all pieces of power distribution equipment, and receiving the self-checking data during the fault self-checking of all pieces of power distribution equipment; performing dynamic data and power utilization peak analysis on each power distribution equipment according to the operation data of each power distribution equipment and the corresponding self-inspection data so as to establish a life curve graph of each power distribution equipment, and determining a life value of each power distribution equipment within a predetermined time range according to the life curve graph of each power distribution equipment; and comparing the service life value of each power distribution equipment with a preset threshold value, and further analyzing the reliability of each power distribution equipment according to a comparison result. By implementing the method, the comprehensive service life of the equipment can be comprehensively evaluated for analyzing the reliability of the power distribution network equipment, and the analysis error can be reduced.
Owner:SHENZHEN POWER SUPPLY BUREAU

Nuclear magnetic resonance phase-sensitive two-dimensional J decomposition spectrum method for inhibiting strong coupling pseudo peak

The invention provides a nuclear magnetic resonance phase-sensitive two-dimensional J decomposition spectrum method for inhibiting a strong coupling pseudo peak. The method is used for multi-peak analysis of a complex chemical sample, and relates to the field of magnetic resonance spectroscopy detection. According to the method, two chirp sweep frequency pulses in opposite directions are adopted to achieve the purpose of restraining strong coupling pseudo peaks, a PSYCHE module is used for acquiring pure chemical shift information at a direct dimension, the evolution effect of J coupling is eliminated, J coupling information is recovered again through the effect of refocusing chemical shift by a J sampling module at an indirect dimension, and data post-processing is performed on a collected original signal to obtain a nuclear magnetic resonance phase-sensitive J decomposition spectrum for inhibiting the strong coupling pseudo peak. The effect of inhibiting the strong coupling pseudo peak is remarkable, and the method has extremely important significance on research of pure chemical shift in a magnetic resonance spectrum.
Owner:XIAMEN UNIV

Demand side off-peak resource management system

PendingCN112529730ARelieve pressureImprove operational adjustment flexibilityForecastingTechnology managementResource Management SystemNew energy
The invention discloses a demand side off-peak resource management system which comprises an off-peak data preprocessing module, a power consumption behavior analysis module, a refined user power consumption prediction module, an off-peak resource potential analysis module, an off-peak resource scheme arrangement module, a new energy service analysis module and a tramcar service analysis module. The off-peak data preprocessing module provides data drive for other modules; the power consumption behavior analysis module analyzes the power consumption mode and the consumption habit of the user; the refined user power consumption prediction module predicts user power consumption; the off-peak resource potential analysis module obtains the peak shifting potential of the user; the off-peak resource scheme arrangement module obtains a off-peak scheme according to an analysis result of the off-peak analysis module; the new energy service analysis module monitors the new energy data and generates a measurement report according to the new energy cost benefit and the off-peak output value; and the tramcar service analysis module monitors the condition of the tramcar. According to the invention, orderly peak clipping and valley filling are carried out, and the power grid pressure in the peak period of power utilization is reduced.
Owner:CHINA REALTIME DATABASE +1

Method for ensuring traditional Chinese medicine quality uniformity through intelligent traditional Chinese medicine fingerprint analysis

The invention provides a method for ensuring traditional Chinese medicine quality uniformity through intelligent traditional Chinese medicine fingerprint analysis. The method includes the steps of obtaining potential data of traditional Chinese medicine of all batches through a chromatographic instrument, converting the potential data into fingerprint spectrum bitmap files, loading the files to a fingerprint spectrum list, directly reading component content data generated by a detection device in an internal storage through interface software, showing the data in the form of tables, displaying overlaid fingerprint spectrum bitmaps in a fingerprint spectrum overlaying and displaying module, displaying mean-value fingerprint spectrums through a fusion fingerprint spectrum module, conducting similarity analysis on all the fingerprint spectrum bitmaps through a fingerprint spectrum similarity analysis module, conducting component peak analysis on all the fingerprint spectrums through a component peak/difference peak module, and blending traditional Chinese medicine of all batches through an intelligent Chinese herbal medicine blending and calculating module. A blending scheme calculated through the method is accurate, reliable and repeatable, and efficiency of the calculation method can be multiplied.
Owner:JIANGXI UNIVERSITY OF TRADITIONAL CHINESE MEDICINE

Spectrum peak analysis method and device applied to gas chromatography

The invention discloses a spectrum peak analysis method and device applied to gas chromatography, the device comprises a data acquisition unit, a baseline noise reduction module, a calibration fitting module and a spectrum peak analysis unit, the data acquisition unit is connected with the baseline noise reduction module, the baseline noise reduction module is connected with the calibration fitting module, the calibration fitting module is connected with the spectrum peak analysis unit, the data acquisition unit comprises an A/D conversion module, a data filtering module and a slave communication module, and the spectrum peak analysis unit comprises a spectrum peak identification module, a baseline correction module and a quantitative analysis module. The method is especially suitable for spectrum peak analysis of a chromatographic curve with much jitter; the detection limit and the repeatability of the detected benzene series are both smaller than the national standard; the accuracy on peak height analysis is relatively high; and the method has adaptability, can accurately identify different curves of different substance components, and also can effectively identify irregular chromatographic curves appearing when substances in air are detected.
Owner:江苏乐尔环境科技股份有限公司

Grassland recognition method based on sound wave reflection peak analysis

The invention discloses a grassland recognition method based on sound wave reflection peak analysis. A motion platform is provided, a processor is arranged in the motion platform; an ultrasonic transmitting module and an ultrasonic receiving module which are connected with the processor and have the characteristic frequency of v are arranged at the bottom of the motion platform; a grassland recognition algorithm is set in the processor; the method comprises the following steps that (1) an ultrasonic transmitting module transmits a set of ultrasonic waves with the frequency being v, after the interval of delta T time, AD sampling is conducted on output signals of an ultrasonic receiving module, the output signals are converted into sampling signals f (n), and the sampling time interval delta t is equal to 1/(N.v); when the sampling frequency reaches x.N, the sampling process is ended; (2) the maximum value fmax of the sampling signal f (n) is obtained through comparison, and the sampling sequence number is nmax; (3) the peak value sum sigma f = f (nmax) + f (nmax + N) + f (nmax + 2N) +...is calculated; and (5) if the sum sigma f of the peak values is less than K, it is judged to bethe grassland, otherwise, it is not judged to be the grassland.
Owner:HANGZHOU JINGYI INTELLIGENT SCI & TECH
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