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30 results about "Post-hoc analysis" patented technology

In a scientific study, post hoc analysis (from Latin post hoc, "after this") consists of statistical analyses that were not specified before the data was seen. This typically creates a multiple testing problem because each potential analysis is effectively a statistical test. Multiple testing procedures are sometimes used to compensate, but that is often difficult or impossible to do precisely. Post hoc analysis that is conducted and interpreted without adequate consideration of this problem is sometimes called data dredging by critics because the statistical associations that it finds are often spurious.

Multi-sensor monitoring of athletic performance

Athletic performance monitoring systems and methods, many of which utilize, in some manner, global positioning satellite (“GPS”) data, provide data and information to athletes and / or to equipment used by athletes during an athletic event. Such systems and methods may provide route information to athletes and / or their trainers, e.g. for pre-event planning, goal setting, and calibration purposes. Such systems and methods optionally may provide real time information to the athlete while the event takes place, e.g., to assist in reaching the pre-set goals. Additionally, data and information collected by such systems and methods may assist in post-event analysis for athletes and their trainers, e.g., to evaluate past performances and to assist in improving future performances.
Owner:NIKE INC

Query monitor playback mechanism for post-mortem performance analysis

A method, apparatus, article of manufacture, and a memory structure for monitoring an executed query comprising at least one execution thread is disclosed. The method comprises the steps of executing the query; and while executing the query, storing an execution trace record for each execution thread in at least one execution log file. The execution trace record comprises execution trace information including a thread ID and a time stamp for the execution thread. The execution trace information can be recalled from the execution log file and presented to a user after execution of the query to allow post mortem analysis of the query. The article of manufacture comprises a program storage device tangibly embodying instructions for performing the method steps described above. The apparatus comprises a data server for executing the execution thread and for storing an execution trace record for the executed execution thread, the execution trace record having execution trace information including a thread identifier and a time stamp; a query coordinator for storing an execution plan having a time stamp and for retrieving and synchronizing the execution trace record and the execution plan; and a client process for displaying the retrieved execution trace information to a user after execution of the query.
Owner:TERADATA US

Workflow model for coordinating the recovery of it outages based on integrated recovery plans

One aspect of the present invention provides a workflow model to effectively respond to outage events within an IT infrastructure. This workflow model enables a combination of manual and automated processing to effectively deploy a flexible, plannable, and testable recovery to outages and problems encountered within IT infrastructure settings. In one embodiment, a shared processing context is created to accompany the operations of the workflow, thereby collecting useful data in one location related to events and status information during the outage and the outage response. Within the workflow, analysis of the outage event is performed, an appropriate recovery plan is selected, the selected recovery plan is implemented, and recovery to the outage event is completed. Data collected within the processing context can be analyzed to obtain post mortem analysis and continuous service improvements. Accordingly, the improvements can be implemented within the IT infrastructure directly or within the appropriate recovery plan.
Owner:IBM CORP

Multi-sensor monitoring of athletic performance

Athletic performance monitoring systems and methods, many of which utilize, in some manner, global positioning satellite (“GPS”) data, provide data and information to athletes and / or to equipment used by athletes during an athletic event. Such systems and methods may provide route information to athletes and / or their trainers, e.g., for pre-event planning, goal setting, and calibration purposes. Such systems and methods optionally may provide real time information to the athlete while the event takes place, e.g., to assist in reaching the pre-set goals. Additionally, data and information collected by such systems and methods may assist in post-event analysis for athletes and their trainers, e.g., to evaluate past performances and to assist in improving future performances.
Owner:NIKE INC

Semi-physical real-time simulation system of laser guided missile

InactiveCN107608236AShorten the development cycleReduce the number of field flight testsSimulator controlRelative motionMotion simulation
The invention discloses a semi-physical real-time simulation system of a laser guided missile. The system is used for carrying out simulation test on a missile laser guide head, an electric steering engine and a missile guidance control algorithm. The system comprises a signal simulation part used for generating the laser received by a simulation guide head, a motion simulation part used for simulating the relative motion relation between a missile and a target; a test main control part used for running the missile motion simulation software in real time, driving the whole simulation system, monitoring and recording data in the whole test process, and analyzing the data. The method aims to provide an auxiliary design tool for missile designers, so that designers can know problems possiblyexisting in the missile performance and design. The development period of missiles is shortened, and the number of external field flight tests is reduced. The system has better practicability and higher economic benefits.
Owner:中天长光(青岛)装备科技有限公司

Method for monitoring deviation of steel belt in annealing furnace

The invention relates to the field of deviation of steel belts in annealing furnaces, in particular to a method for monitoring deviation of a steel belt in an annealing furnace. A system for monitoring deviation of the steel belt in the annealing furnace comprises a camera, a monitor, a deviation control server, a multi-path video converter, an alarm and an input apparatus. The method for monitoring deviation of the steel belt in the annealing furnace comprises the following steps of: (1) setting a criterion of deviation of the steel belt; (2) acquiring image data; (3) converting RGB (Red, Green and Blue) image data into gray level image data; (4) processing the gray level image data, extracting the edge of the steel belt, and obtaining the profile of the steel belt; (5) selecting a template, and obtaining the position of the edge of the inner steel belt in the image through template matching positioning; and (6) judging whether to give an alarm. Through interception of in-furnace steel belt running ITV image data, the system effectively achieves a steel belt deviation image recognition function, can give an alarm in time when the steel belt deviates, and provides the basis for post hoc analysis on the reason of deviation of the in-furnace steel belt.
Owner:宝钢日铁汽车板有限公司 +1

Malicious clicking behavior detection method and device

The embodiment of the invention discloses a malicious clicking behavior detection method and device. The method includes the steps that a streaming treatment mode is adopted for obtaining clicking behavior information, collected by a terminal, of a web page; according to a distributed index relation, the clicking behavior information of the web page is stored on a corresponding target node, wherein the distributed index relation describes corresponding relations between all web pages and all nodes; all the clicking behavior information, stored on the target node and within the closest set time window, of the web page is searched for, and according to the search result, whether a malicious clicking behavior of the web page exists or not is detected in real time. According to the technical scheme, the problem that through an existing post-event analysis detection mechanism, a merchant can not learn about the malicious clicking behavior, performed on an own website, of a lawbreaker in time is solved, good detection real-time performance is achieved, and better user experience is achieved.
Owner:北京博雅立方科技有限公司

Photon Event Distribution Sampling Apparatus and Method

Locations of the origins of the photons are acquired from a scanned sample with reference to a scan frame. The location on the sample from which a photon was emitted is inferred from the location of the scan as commanded by a scan drive signal, a feedback signal related to the position of the scan device, or alternatively by the point in time during a scan at which the photon is detected. A position function, e.g., photon probability density, is associated with a photon position. Summing or other processing of photon probability density functions can require fewer photons to converge to an ideal density distribution associated with an image feature than are required using conventional pixel binning. Stored data can be mapped into pixels or voxels of a display or otherwise processed. Original data remains available in the digital storage for post-hoc analysis. Imprecision introduced by the display process need not adversely affect the precision of the collected data.
Owner:BOARD OF RGT NEVADA SYST OF HIGHER EDUCATION ON BEHALF OF THE UNIV OF NEVADA RENO

Quality control method and device

The embodiment of the invention provides a quality control method and device. The quality control method and device solve the problems that the production process of products can only be analyzed afterwards, and production links cannot be controlled or analyzed in real time in the prior art. The method includes the steps that the quality control device acquires data parameters which are acquired by an acquisition device and obtained after to-be-controlled products pass equipment on a to-be-controlled product production line corresponding to the acquisition device; whether the acquired data parameters are located within a standard parameter value range corresponding to the acquisition device or not is judged, if not, the data parameters not located within the standard parameter value range corresponding to the acquisition device are counted, and if the number of the data parameters, not located within the standard parameter value range corresponding to the acquisition device, acquired by the acquisition device exceeds a preset threshold value, the equipment on the to-be-controlled product production line corresponding to the acquisition device is adjusted and controlled. By the adoption of the method, all the production links can be monitored and analyzed in real time, implementation is convenient, and application and popularization are easy.
Owner:杭州掌企科技有限公司

Driving recorder

InactiveCN101208724AReliable and Accurate AcquisitionPostmortem SimplificationRegistering/indicating working of vehiclesClosed circuit television systemsManagement unitData management
The object of the present invention is to provide a vehicle-mounted driving condition recorder, which can reliably and accurately acquire necessary condition data, contribute to efficient utilization of memory and simplification of post-event analysis of condition data, and other driving condition recorders. The vehicle-mounted driving state recorder includes: a data receiving unit, which receives data representing the working state of the vehicle, surrounding conditions, and operating conditions, that is, state data, and temporarily stores the state data in a predetermined area set in the memory. In the temporary data storage unit within; the data management unit, when the multiple contents represented by the received status data meet the predetermined conditions, a part or all of the status data of a certain period before and after this time will be transferred from the The temporary data storage unit is transferred to the status data storage unit set in a predetermined area of ​​the memory.
Owner:HORIBA LTD

Power grid cascading fault diagnosis, early warning and evaluation system based on monitoring information

InactiveCN108830745ARealize centralized accessSolve the problem of discrete storageData processing applicationsInformation technology support systemInformation analysisEquipment monitoring
The invention belongs to the power grid technical field and relates to a monitoring information-based power grid cascading fault diagnosis, early warning and evaluation system. The system comprises apower grid cascading fault diagnosis subsystem, a power grid cascading fault early warning subsystem, and a power grid cascading fault evaluation subsystem; the power grid cascading fault diagnosis subsystem is used for the diagnosis query of power grid faults; the power grid cascading fault early warning subsystem is used for performing early warning analysis on the power grid faults; and the power grid cascading fault evaluation subsystem is used for evaluating power grid fault diagnosis and early warning information, and issuing an evaluation report. With the system of the invention adopted, the centralized access of related equipment information is realized; the problem of the discrete storage of different equipment related information can be solved; data source ends are standardized,so that equipment monitoring information post-event analysis is transformed to during-event pre-judgment and processing; a big data analysis technical means is adopted, and therefore, the intelligentlevel of monitoring information analysis can be greatly improved, and more effective and practical technical support can be provided for centralized monitoring operation.
Owner:SHANGHAI MUNICIPAL ELECTRIC POWER CO +1

Big data mining-based method for deleting flight parameter outliers in classified manner

ActiveCN106933977AMeet the requirements of outlier preprocessingQuick classificationData miningComplex mathematical operationsData segmentFlight vehicle
The invention provides a big data mining-based method for deleting flight parameter outliers in a classified manner. In a flight process of an aircraft, flight parameters are recorded in a flight recorder; and data contains illogical outliers, so that postmortem analysis requirements can be met by deleting the outliers. The flight data is regularly decomposed by adopting a data segmentation method; related data points can be quickly matched by utilizing a characteristic of curve fitting, and related statistical information is obtained; the statistical information of different flight parameters are combined into a variance set; flight parameter segments containing the outliers can be quickly identified by utilizing a radial basis neural network classification characteristic; then, for ill data segments, the positions of the outliers are quickly identified according to characteristics of maximum and minimum values and a mean value; and the subsequent process is performed in the same way, so that outlier points of all the data segments of the different flight parameters are obtained. The method adopts a big data mining thought, is different from a general method for mining the outliers by multi-point filtering, and has relatively high speed and accuracy especially for massive data containing the outlier points.
Owner:CHINA ACAD OF AEROSPACE AERODYNAMICS

Electric energy quality data representation method

The invention relates to an electric energy quality data representation method comprising steps of: establishing interconnection with an electric energy quality monitoring system and acquiring electric energy quality data; encoding the electric energy quality data in a tetrad format and acquiring target electric energy quality data with a unified format standard and uploading the electric energy quality data to a master station; and reading the target electric energy quality data and fast recognizing electric energy quality monitoring system information. The method satisfies demands for real-time analysis and post hoc analysis, provides scientific decision basis for electric energy quality treatment, enhances power grid security and reliability, and may satisfy a time representing method enabling large-grained stable data to be consistent high-precision sampling values to solve inconsistent time reference.
Owner:GLOBAL ENERGY INTERCONNECTION RES INST CO LTD +1

Emergency evacuation automatic intelligent generation system

InactiveCN106845679ARealize instant automatic generationImprove evacuation handling capacityForecastingSignalling system detailsSimulationPost-hoc analysis
The invention belongs to the technical field of evacuation indication, and relates to an emergency evacuation automatic intelligent generation system. The system comprises an alarm detector, an evacuation indication lamp, and a virtual intersection node. By initializing all through paths, a path database is formed, the path database is taken as a basis reference tool for calculating and generating a shortest escape path according to a keep-away-from-fire and nearby exit evacuation principle, a basic path database is directly established and generated, and the alarm detector and the evacuation indication lamp are set as path nodes. All the through paths are initialized to form the path database; the shortest escape path is calculated and generated according to the keep-away-from-fire and nearby exit evacuation principle; an evacuation scheme generated in real time is written in the database for the system to call and the evacuation indication lamp is driven to be turned on or off directionally; and an alarm event and the evacuation scheme are stored as logs for postmortem analysis. According to the system, the evacuation design command difficulty of a complex fire scene can be lowered, the correctness of an evacuation indication direction is ensured, and intelligent evacuation is more stable and safer.
Owner:梁健宁

Method and device for automatically collecting blockage information to facilitate post analysis on database blockage

The invention provides a method for automatically collecting blockage information to facilitate post analysis on database blockage. The method comprises the following steps: adding a collection script to a to-be-analyzed database; opening a collection event of the to-be-analyzed database on the basis of the collection script added to the to-be-analyzed database; during the operation period of the to-be-analyzed database, automatically collecting data in accordance with preset collection conditions in the storage process when the blockage problem reoccurs, and recording the data. The invention also provides a device for automatically collecting the blockage information to facilitate the post analysis on the database blockage. According to the technical scheme, on the basis of an existing blockage information collecting and unblocking mode, a universal and unified collecting and unblocking idea for collecting and unblocking the blockage information of an application scene in the storage process is established by fully utilizing a mode of collecting and unblocking the blockage information by logically and reasonably organizing and storing the collected data as a two-dimensional data table in advance.
Owner:YONYOU UP INFORMATION TECH

Method and system for video information structure organization

The embodiment of the invention provides a method and system for video information structure organization. The method comprises the steps of obtaining original data of a video site, and constructing a basic scene data layer; performing real-time hierarchical processing on the basic scene data layer, forming hierarchical data, and outputting the hierarchical data as required. According to the method and system for video information structure organization, the problem in the prior art, the analysis of video monitoring needs to be means of the mass storage capacity to perform postmortem analysis and manpower analysis is solved, actual conditions in video monitoring are considered comprehensively, intelligent analysis tasks are distributed to the whole system process through real-time hierarchical analysis on video data, and real time and intelligence in video processing are achieved genuinely.
Owner:VIMICRO ELECTRONICS CORP

Warning situation prediction method and warning situation prediction system based on Apriori algorithm

The invention discloses a warning situation prediction method and a warning situation prediction system based on an Apriori algorithm. The method comprises the following steps of: performing hidden data mining for warning situation happening data through the Apriori algorithm, obtaining an association rule among the data, and modeling for the association rule to obtain a sequence model and a function expression; step 2, obtaining a predicted case occurrence rate for the happened warning situation according to the sequence model, and substituting into the function expression to obtain a function model. The warning situation prediction method and the warning situation prediction system based on the Apriori algorithm overcome a mode of often analyzing, studying and judging after the warning situation happens and passively disposing the warning situation in the past, and realize prediction of the warning situation.
Owner:ANHUI RUIXIN SOFTWARE CO LTD

Control system for charged particle detection spectrometer of white light neutron source

The invention discloses a control system for charged particle detection spectrometer of white light neutron source. The control system of the present application comprises a local control system and aremote control system; the local control system comprises a motion control module, a vacuum monitoring module, a gas circuit voltage stabilizing module, a particle beam window, and a true air path component protection module; the remote control system is in signal connection with the local control system and used for remotely controlling the operation of the modules of the local control system. The control system of the present application can monitor the state of the vacuum target chamber in real time, and can realize the remote control of the sample changing device, the detector angle rotation mechanism and the vacuum air path system, and the solid foundation can be safely, stably and reliably operated for the vacuum target chamber. The EPICS PV released by the remote control system candirectly enter the voice alarm system and the historical database system of the CSNS accelerator central control room, so that convenient and reliable guarantee is provided for timely finding and processing the problems, performing post hoc analysis and equipment research and the like.
Owner:DONGGUAN NEUTRON SCI CENT

Portable training evaluation system

The invention discloses a portable training evaluation system which comprises an attitude measuring instrument (1) and a PC (personal computer) (2), wherein a drawing module, an evaluation module and a record playback module operate in the PC (2); the attitude measuring instrument (1) is networked with the PC (2) through wireless communication, and transfers the measured attitude angle data to the PC (2) through a wireless network; the drawing module; the drawing module draws an attitude angle curve graph in real time, periodic refreshing is performed, and the displayed waveform is further shifted left and updated; the evaluation module judges an operant level of a shooter according to the attitude angle data in a period of time and calculates a training score; the score is compared with a preset standard so as to obtain an evaluation conclusion; and the record playback module stores the received attitude angle data in a text form and displays and plays according to the stored data so as to perform postmortem analysis. According to the portable training evaluation system disclosed by the invention, the manual cost during the previous new recruit operation training is greatly reduced, and the objectivity and accuracy of training evaluation are improved.
Owner:COMMANDING AUTOMATION TECHN RANDD & APPL CENT THE FOURTH ACADEMY CASIC

An auditing method of an ssh protocol operation and maintenance auditing system based on agent technology

The invention discloses an SSH protocol operation and maintenance auditing system based on proxy technology. A monitoring playback module is arranged in a proxy server, auditors monitor operation and maintenance sessions between a client side and a target server in real time through the monitoring playback module, and meanwhile the auditors also can play back the finished operation and maintenance sessions according to their requirements. The invention further discloses an SSH protocol operation and maintenance auditing method based on the proxy technology. The functions for command analysis and session monitoring, cut-off and playback in the operating process are achieved when operation and maintenance staff conduct operation and maintenance operation on the target server, and beforehand prevention, current intervention and post analysis and processing of the operation and maintenance operation are achieved. According to the system and method, the internal risk control level of enterprises is increased to a certain degree, the operation and maintenance management level of an information system is increased, user behaviors on the servers are tracked, operation and maintenance cost is reduced, control and audit bases are provided, and the operation and maintenance operation is safer.
Owner:北京华电天益信息科技有限公司

Electric facility on-site monitoring method and system

The invention discloses an electric facility on-site monitoring method, which comprises the steps of acquiring on-site monitoring video of each site electric facility through camera shooting; acquiring basic information and running state information of each site electric facility; acquiring surrounding environment information data of each site electric facility; displaying the acquired monitoring video in a round-tour manner; and displaying the basic information, the running state information and the surrounding environment information data of electric facilities corresponding to images of the acquired monitoring video in the corresponding monitoring video image. On-site monitoring for the electric facilities is realized, the safety of a monitored area and running conditions of equipment can be monitored and recorded, the heating degree of electric power equipment is monitored, and accident conditions are discovered and processed timely, so that the safety and the reliability of video monitoring management automation are facilitated to be improved, and related image materials for post accident analysis are provided. Meanwhile, the electric facility on-site monitoring system also has functions of fire prevention, theft prevention and the like.
Owner:上海博内智能化科技有限公司

Method and device for confirming minimum sample size of flight plan for airspace simulation analysis

PendingCN113822564AThe collection scale is reasonableAppropriate precisionDesign optimisation/simulationResourcesCorrelation coefficientAir traffic control
A method and device for confirming the minimum sample size of a flight plan for airspace simulation analysis can find a balance point between workload and accuracy, provide a data basis for airspace simulation modeling and evaluation analysis, can be popularized to post-analysis of airspace evaluation. When air traffic control monitoring historical data is used for evaluating an airspace operation state, air traffic control monitoring data with reasonable scale and proper precision is acquired for analysis. The method comprises the following steps: (1) calculating a Pearson correlation coefficient of a sector evaluation index; (2) analyzing the correlation coefficient difference to determine the minimum sample size: analyzing the evaluation index correlation coefficient of each day in a week, analyzing the evaluation index correlation coefficient of each week in the surroundings, analyzing the evaluation index correlation coefficients of every two weeks in the surroundings. the minimum sample size is determined through analysis and comparison of Pearls correlation coefficients of airspace simulation evaluation indexes of a control sector of a certain area in one day, one week, two weeks and three weeks.
Owner:AVIATION DATA COMM +1

Cable 10kv high voltage ring network cabinet remote monitoring and control system

The invention relates to the field of power system monitoring, in particular to a method for real-time monitoring of the operating status of power distribution facilities and distribution cable lines, to realize early warning, alarm and post-event analysis of abnormal and fault states, and to control and adjust the operation of equipment through remote operation Environmental cable 10kV high-voltage ring network cabinet remote monitoring and control system. The invention aims at the intelligent operation and management of the power grid, integrates various online monitoring technologies, installs monitoring cameras, fans and solar energy equipment in the switching station, and can check the monitoring camera information in the switching station and the monitoring of the operating status of the fan through the system in real time to realize abnormality. Early warning, alarm and post-event analysis of fault status, realize dynamic evaluation of equipment health status, realize remote operation control of monitoring equipment, combine multi-dimensional display technology, strengthen safe and reliable operation ability of distribution network, improve fault finding and maintenance efficiency, A complete set of grid visualization monitoring system has been formed.
Owner:STATE GRID CORP OF CHINA +1

Symbol Analyzing Device, Symbol Analyzing Method, and Information Storage Medium

To provide a symbol analyzing device capable of carrying out post hoc analysis of the meaning of a symbol used in communications. The symbol analyzing device comprises a symbol acquiring section (14) for acquiring, for each of the plurality of communications (for example, a message), one or more symbols (for example, a word) used in the communications; a first symbol position coordinates calculating section (16) for calculating position coordinates of each symbol in a first space having coordinate axes each corresponding to each of the plurality of communications; a similarity matrix calculating section (18) and an eigenvalue / eigenvector calculating section (20) for calculating one or more characteristic directions in the first space based on the position coordinates calculated by the first symbol position coordinates calculating section (16); and a second symbol position coordinates calculating section (22) for calculating position coordinates of each symbol in a second space having coordinate axes each corresponding to each of the characteristic directions, based on the characteristic directions calculated and the position coordinates calculated by the first symbol position coordinates calculating section (16).
Owner:SONY COMPUTER ENTERTAINMENT INC

Post-event analysis method and device for ionosphere model

The invention provides a post-analysis method and device for an ionosphere model. The device comprises a global range total electron content analysis module, an ionosphere delay calculation module and an ionosphere model judgment module. The ionosphere delay calculation module calculates a BDS-3 ionosphere delay correction value based on a BDGIM model through ionosphere parameters, and further obtains a vertical total electron content value under the position and time of the receiver; and the ionosphere delay calculation module further comprises the steps of improving a traditional Klobuchar model, performing least square estimation on parameters in the model in combination with carrier phase observed quantity, and calculating a BDS-2 ionosphere delay correction value. The ionosphere delay data analysis efficiency is improved, the correction effects of the BDS-2 ionosphere model and the BDS-3 ionosphere model can be compared and checked, whether the positioning precision of the area where the receiver is located is affected by the active ionosphere or not can be judged through an established model correction effect detection mechanism, and a reliable basis is provided for positioning analysis of the receiver.
Owner:BEIJING AUTOMATION CONTROL EQUIP INST

Compressor unit health prediction method based on time domain data association modeling

The invention discloses a compressor unit health prediction method based on time domain data association modeling, relates to the technical field of pipe network operation assembly detection, and aims to solve the problem that early warning is difficult to provide at the initial stage of equipment failure in a failure and post-failure analysis mode. The method is technologically characterized by comprising the steps of establishing a model, establishing a state data sensing model, and establishing a fault mechanism correlation model; collecting normal parameters, obtaining a normal working condition state health degree reference value through a state data perception model, and recording fault change rules by a fault mechanism association model under different fault conditions; performing comparative analysis of data extraction: analyzing the state data sensing model and the failure mechanism correlation model for multiple times to obtain an average value; and performing data abnormity alarm. And the effects of prediction diagnosis, early warning and timely reminding of compressor unit equipment faults are achieved.
Owner:PIPECHINA SOUTH CHINA CO +1

Intelligent management method for long-distance passenger transport fare

An intelligent monitoring method for fares of long-distance passenger transport belongs to the field of detection technology and is used to solve the problem of detection and auditing between passenger data and fares of passenger transport vehicles. Its technical solution is: it adopts the method of combining multiple groups of active infrared detectors, passive infrared detectors and single-chip microcomputer to scan the entrance of the vehicle, and the single-chip computer judges the number of people getting on and off the bus and the fare receivable according to the analysis program, and carries out Automatic verification and statistics. The invention can accurately count the number of people, automatically calculate fares, check bills, and completely prevent the occurrence of fare evasion. In addition, it can also perform image monitoring and verification, vehicle positioning, and information display, printing and other functions to facilitate post-event analysis of passenger transport conditions.
Owner:HEBEI TIANQIN ELECTRONICS TECH DEV
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