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40results about How to "Overcome one-sidedness" patented technology

Built-in intelligent fault diagnosing device based on data inosculating pattern recognition and method thereof

The invention discloses a built-in intelligent failure diagnosis device based on data fusion mode recognition in the technical field of intelligent diagnosis of rail transport failure, which comprises a hardware structure and a software structure. The diagnosis device adopts high-speed DPS microprocessor and forms a distributive monitor processing system, that is, a two-level microcomputer structure with a supervisory machine and a subordinate machine with the help of a multiple-stage buffer and streamline mechanism in the high-speed data processing of the former. Besides, in coordination with sensor group information based on data fusion mode recognition and with the help of multiple neural network partial diagnosis and a decision-making level fusion mode recognition and intelligent diagnosis mechanism, the invention is able to realize the data storage, image display and long-distance data transmission, so as to complete the task of failure diagnosis. Therefore, the invention is able to detect the potential failure of key equipments for train, ensure the safety and reliability for the operation of key equipment in train and improve the operation efficiency and safety guarantee to the maximal extent.
Owner:BEIJING JIAOTONG UNIV

Artificial intelligence-based food flavor sensory evaluation system and establishment method thereof

ActiveCN108133313AOvercome one-sidednessScientific and effective evaluation methodComponent separationResourcesHuman bodyOriginal data
The invention provides an artificial intelligence-based food flavor sensory evaluation system and an establishment method thereof. The food flavor sensory evaluation system comprises a component sensory detection system, a computer intelligent analysis system and a food flavor database, wherein the component sensory detection system consists of a GC-MS and a GC-O; the GC-MS is used for obtaining flavor feature original data of foods; the GC-O is used for obtaining artificial sensory evaluation data of food flavors; the computer intelligent analysis system is used for performing preprocessing and feature extraction on the flavor feature original data and the artificial sensory evaluation data, and performing dimension reduction and clustering analysis on the original data; and the food flavor database is established by performing fitting analysis on the flavor feature original data and the artificial sensory evaluation data obtained by the sensory detection system by a computer, combines the flavor original data and the artificial evaluation data, and comprises various data of mutual association of food volatile components. The instrument analysis is combined with the human body sensory evaluation, so that the one-sidedness and the defect of manual repetitive detection in an existing food flavor detection method are overcome, and an evaluation result is more comprehensive and reliable.
Owner:SOUTH CHINA AGRI UNIV

Method for carrying out optimal identification on urban public transportation system by use of taxi GPS data

The invention discloses a method for carrying out optimal identification on an urban public transportation system by use of taxi GPS data. The method comprises steps of obtaining rigid demand places and non-rigid demand places of multiple taxi pick-up points of taxis; carrying out space cluster analysis on the rigid demand places so as to obtain outstanding clustering regions and selecting a newly added stop position comparing a current public transportation system; and identifying unnecessary taxi businesses, counting up unnecessary taxi business quantity among all bus stations, constructing taxi business quantity source-target matrixes among the bus stations; and identifying bus station regions where transferring convenience should be truly optimized. According to the invention, by adopting an analysis means of a geographic information system, taxi pick-up and drop-off hot regions are excavated from mass data of urban taxi GPS and operation states; and by comparing route planning and station distribution of public transportation systems, design defects for resident requirements in public transportation systems in a current urban spatial layout are identified and decision basis is provided for optimization and construction of urban public transportation systems.
Owner:HOHAI UNIV +1

Displacement monitoring system for tower and monitoring method thereof

The present invention provides a displacement monitoring system for a tower, the displacement monitoring system includes a tower displacement monitoring terminal and an underground displacement monitoring terminal electrically connected to the tower displacement monitoring terminal, the tower displacement monitoring terminal is arranged on the tower and includes a main control module, an overground tower displacement sensor, a power supply module and a communication module, wherein the overground tower displacement sensor, the power supply module and the communication module are electrically connected to the main control module respectively, the underground displacement monitoring terminal is arranged on an underground bedrock and includes a controlling module and an underground displacement sensor electrically connected to the controlling module. According the technical solution, displacement sensors are used to monitor the displacement values of the tower and the bedrock respectively, then the displacement value of the tower relative to the bedrock is computed based on the displacement values of the tower and the bedrock, this technical solution overcomes the one-sidedness of only monitoring the incline angle of the tower, and is a more comprehensive monitoring solution. Thus the displacement value of the tower can be accurately monitored on line, the actual state of the tower can be monitored, and therefore it is beneficial for further plan and build of national grid.
Owner:AEROSPACE SCI & IND SHENZHEN GROUP

Building steel structure safety and stability intelligent monitoring method based on big data analysis and cloud monitoring platform

ActiveCN112859681ARealize intelligent monitoringMeet the needs of comprehensive and accurate monitoringProgramme controlComputer controlStability coefficientMechanical engineering
The invention discloses a building steel structure safety and stability intelligent monitoring method based on big data analysis and a cloud monitoring platform, and the method comprises the steps of: carrying out steel structure layer division and node statistics of a building steel structure frame, and acquiring the current position three-dimensional coordinate and the original position three-dimensional coordinate of each node; counting the offset displacement of each node of each steel structure layer, screening out a dangerous offset steel structure layer and the corresponding dangerous offset node, acquiring the plane scanning image of each steel structure layer, comparing the plane scanning image with an original plane scanning image, counting the recess approximate area corresponding to each recess area of each recess steel structure layer, thus counting the safety and stability coefficient of the building steel structure. The defects of one-sided performance, low accuracy and low reliability of the existing monitoring means for the safety and stability of the building steel structure are overcome, the monitoring accuracy and reliability are improved, and the comprehensive and precise monitoring requirement for the safety and stability of the building steel structure is greatly met.
Owner:ZHEJIANG PROVINCIAL NO 1 WATER CONSERVANCY & ELECTRIC POWER CONSTR GRP HLDG

Small and medium-sized enterprise credit data mining method

PendingCN112085593AImprove the efficiency of credit feature miningOvercome one-sidednessFinanceCharacter and pattern recognitionFeature miningData set
The invention discloses a small and medium-sized enterprise credit data mining method, relates to the technical field of big data and credit evaluation, and achieves small and medium-sized enterprisecredit data mining based on automatic feature engineering. Original credit feature data in a small and medium-sized enterprise training sample feature data set is preprocessed. Then, a feature subsetis formed through feature distance calculation, and feature linear combination and feature nonlinear combination are conducted on the feature subset; original credit features which are only subjectedto data preprocessing processing, linear combination features which are subjected to feature linear combination processing and nonlinear combination features which are subjected to feature nonlinear combination processing are taken as a training feature set, training is performed to form a baseline model, and feature importance sorting is performed according to a training result; features with predicted value are selected. The method can improve the credit feature mining efficiency of small and medium-sized enterprises, reduces the manual intervention, improves the effectiveness of credit feature mining results of small and medium-sized enterprises, and improves the credit evaluation accuracy of small and medium-sized enterprises.
Owner:天元大数据信用管理有限公司

Method of evaluating working condition of insulating oil of power transformer

The invention discloses a method of evaluating the working condition of insulating oil of a power transformer. The method is characterized in that a mathematical relationship between temperature parameters and dielectric loss factors is established by measuring corresponding dielectric loss factors tgdelta of the insulating oil at two temperature points of 70 DEG C and 90 DEG C, as well as the equally spaced temperature points from 70 DEG C to 70-90 DEG C, so that a coefficient of the mathematical relationship is obtained; the coefficient can reflect a linear trend corresponding to the mathematical relationship to the maximum extent; and then the numerical range of the coefficient is analyzed to evaluate the working condition of the existing insulating oil. According to the method, the working condition of the insulating oil of the transformer can be known in advance, so that abnormalities of the insulating oil can be found in advance for tracing and detecting with pertinence, and thus, hidden dangers can be eliminated as early as possible to achieve safety in use. Furthermore, the method is simple and convenient to operate, fully and specific, high in accuracy and high in degree of intelligentization, and provides a reliable scientific basis for normal operation and maintenance of transformer equipment.
Owner:CHANGZHOU HANGSENG ELECTRON INSTR

A three-dimensional bubble recognition method in gas-solid bubbling bed based on distance constraint algorithm

The invention discloses a distance constraint algorithm-based three-dimensional bubble identification method in a gas-solid bubbling bed, which comprises the following steps of: 1) obtaining point coordinates in the gas-solid bubbling bed at a certain moment and solid content rates corresponding to the point coordinates to form a data total set with a scale of n; 2) screening out a bubble data point set from the total data set obtained in the step 1); 3) calculating the Euclidean distance between every two bubble data points in the bubble data point set to obtain a total Euclidean distance matrix; 4) defining a minimum search neighborhood delta; 5) carrying out row and column search in a neighborhood, and respectively storing row and column search results in a row set Srow and a column setScol; taking a previous round of search result as a starting point position of a next round of search, and repeatedly carrying out row and column search in a neighborhood; completing the recognitionof a single bubble until SrowScool=phi; 6) marking the identified bubbles, and 7) repeating the steps 5)-6) until all elements in the total Euclidean distance matrix are traversed to complete the identification process of the bubbles in the whole gas-solid bubbling bed.
Owner:CHINA UNIV OF PETROLEUM (BEIJING)

Optimal recognition method for urban public transport system using taxi gps data

The invention discloses a method for carrying out optimal identification on an urban public transportation system by use of taxi GPS data. The method comprises steps of obtaining rigid demand places and non-rigid demand places of multiple taxi pick-up points of taxis; carrying out space cluster analysis on the rigid demand places so as to obtain outstanding clustering regions and selecting a newly added stop position comparing a current public transportation system; and identifying unnecessary taxi businesses, counting up unnecessary taxi business quantity among all bus stations, constructing taxi business quantity source-target matrixes among the bus stations; and identifying bus station regions where transferring convenience should be truly optimized. According to the invention, by adopting an analysis means of a geographic information system, taxi pick-up and drop-off hot regions are excavated from mass data of urban taxi GPS and operation states; and by comparing route planning and station distribution of public transportation systems, design defects for resident requirements in public transportation systems in a current urban spatial layout are identified and decision basis is provided for optimization and construction of urban public transportation systems.
Owner:HOHAI UNIV +1

Method for carrying out automatic fault mode and influence analysis of software process

The invention provides a method for carrying out an automatic fault mode and influence analysis of a software process. The software process is an approach for producing software, and the management of the software process is an important means for guaranteeing the software quality, thus the problems of organically combining each element of the software process, reducing the risk and the cost of software development and improving the quality of software products are concerned by a software process technology all the time. In the invention, on the basis of using a Little-JIL process modeling language for modeling the software process, defects and weak links of the software process are systemically analyzed, and influence which is probably caused by the defects and the weak links and potential reasons which cause the defects and the weak links are also analyzed so as to take corresponding measures, improve the safety of the software process, prevent faults, improve the quality of the software products and reduce the cost and the risk of the software development. The invention not only overcomes time consuming and error-prone defects of a conventional fault mode and influence analysismethod, but also realizes the effective combination of two complementary safe analysis methods of the fault mode and influence analysis method and a fault tree analysis method.
Owner:NANJING UNIV

Equipment combat effectiveness evaluation method based on similarity and similarity mechanism

The invention relates to the technical field of equipment test and identification, in particular to an equipment combat effectiveness evaluation method based on similarity and similarity mechanisms. The method comprises the following steps: 1) adopting multi-stage three-dimensional data description of combat effectiveness evaluation, firstly constructing a combat effectiveness evaluation index system, 2) establishing a combat effectiveness evaluation basic principle based on a similar mechanism and 3) establishing a combat effectiveness evaluation model based on the similar mechanism and the similar mechanism. According to the method, starting from the connotation requirement of equipment combat effectiveness evaluation, the proximity relation of the index sequence curve and the combat mission demand curve in position can be well measured through the combat effectiveness evaluation method based on the distance connotation, and the shape similarity performance between the two sequence curves is well measured through the grey relational degree. The method is a new evaluation method for reflecting the relative approaching degree and the comprehensive approaching degree of the combat effectiveness index data sequence approaching the combat mission demand data sequence, so that the dynamic evaluation of the combat effectiveness of the multi-task stage equipment is realized based on the approaching mechanism and the similar mechanism.
Owner:PLA PEOPLES LIBERATION ARMY OF CHINA STRATEGIC SUPPORT FORCE AEROSPACE ENG UNIV

Parking space geographic information collection and parking space detection method based on roadside packing lot

The invention relates to a parking space geographic information collection and parking space detection method based on a roadside packing lot. The parking space geographic information collection and parking space detection method is characterized by including the following steps that the parking space geographic information collection function is achieved through parking space number records which are generated in a background server and bound with space physical locations; parking space detection is conducted through the parking space records bound with the space physical locations and through parking space detectors which are installed near sidelines on the two sides of each parking space. By collecting the longitude and latitude coordinate values of the center point of each parking space and generating the parking space number records bound with the longitude and latitude coordinate values of the center point of each parking space in the background server, parking space detection is conducted through the public detectors which are adjacent in space physical locations with an intersection effect method, for the non-public detectors which are not adjacent in space physical locations, respectively independent dual detectors are adopted for detection and judgment, and therefore limitation and one-sidedness of parking space detection through the two parking space detectors on the sidelines beside one parking space are overcome, and detection accuracy is improved.
Owner:东莞市帕马智能停车服务有限公司
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