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52results about How to "Realize online diagnosis" patented technology

Fault on-line diagnosis and early warning method of flameproof dry-type transformer for mine

The invention provides a fault on-line diagnosis and early warning method of a flameproof dry-type transformer for mine in order to raise the accuracy and rapidity of fault diagnosis. The method comprises the following steps: determining monitoring quantity; extracting characteristic values: extracting a three-dimensional spectra parameter and two-dimensional statistical parameter in a partial discharge signal as characteristic quantities, with regard to operation voltage, current and iron core leakage current, extracting effective values of the operation voltage, the current and the iron core leakage current as characteristic values, and taking real-time values of a temperature parameter as characteristic quantities; using a normalization method to calculate a corresponding value of each characteristic quantity and taking the corresponding value as an input parameter of an intelligent diagnosis system; collecting values of each monitoring quantity under different environment, and obtaining training and testing samples of a nerve network under corresponding environment; establishing a nerve network: selecting a generalized RBF nerve network intelligent diagnosis method to establish a nerve network; utilizing a sample data training nerve network and forming a fault diagnosis tool; establishing a database; storing collected real time data and the above diagnosis result into a ground server real-time database and a real-time early warning information table, and carrying out diagnosis and early warning through an expert system.
Owner:TAIYUAN UNIV OF TECH

Unmanned plane flight control system and method thereof

The invention discloses an unmanned plane flight control system. The unmanned plane flight control system comprises a main controller, an execution mechanism, a communication device and a ground station device. The master control system comprises a data collection module, a data processing module and a communication module. The data collection module is used for collecting measurement signals of various sensors and uploading the measurement signals to the data processing module. The data processing module can perform management and control on various flight modes and on an execution mechanismin the unmanned plane flight. The execution mechanism comprises a motor electric regulation device and a spraying device. The ground station device can perform track programming and can perform formation on multiple unmanned planes to carry out cooperated programming of multiple unmanned planes. The master controller realizes unmanned plane terrain simulation flight control, highly reliable faulttolerance control and autonomous obstacle avoidance control.
Owner:BEIJING BOYING TONGHANG TECH CO LTD

Method and system for diagnosing oil return failure of electronic control common rail oil sprayer

ActiveCN102996311ARealize online diagnosisReliable non-disintegration fault diagnosisEngine testingFuel injection apparatusRail pressureSprayer
The invention relates to a method and system for diagnosing an oil return failure of an electronic control common rail oil sprayer. The method comprises the following steps of: a, when the oil sprayer is in a non-spraying state and the rail pressure in a common rail pipe is more than a first preset threshold, diagnosing the oil return failure of the oil sprayer, otherwise, ending a diagnosis program; b, controlling a high-pressure oil pump to ensure that the rail pressure in the common rail pipe is a target pressure value PFin1, when the rail pressure in the common rail pipe is the target pressure value PFin1, stopping the working state of the high-pressure oil pump; c, calculating the variable required in the common rail pipe; d, comparing the variable with a preset reference value, judging whether the oil sprayer generates the oil return failure according to the relationship between the variable and the preset reference; and e, when the rail pressure in the common rail pipe is reduced to the preset pressure limit value, starting the high-pressure oil pump to ensure that the rail pressure in the common rail pipe is a target pressure value PFin2 under the current working condition. The method can be used for realizing online detection on the oil return failure of the oil sprayer and has the advantages of high automation degree and wide application range.
Owner:CHINA FIRST AUTOMOBILE

On-line diagnosis and evaluation method of insulation state of large electric machine

The invention relates to an on-line diagnosis and evaluation method of the insulation state of a large electric machine, aiming at accurately diagnosing and evaluating the insulation state by comprehensively considering the influences of working environmental factors, such as vibration, temperature, humidity, and the like, of the electric machine on partial discharge. The on-line diagnosis and evaluation method comprises the following steps of: firstly building a neural network used for identifying discharge modes; constructing a neural network frame in an MATLAB2007 (Matrix Laboratory 2007); extracting a sample from a sample library to train the neural network; respectively building relational models of various discharge modes and the working environmental factors influencing the discharge modes according to the action relationship of the working environmental factors on the different discharge modes; installing various sensors on the large electric machines, and acquiring data; establishing a database; calculating a characteristic value; correcting to obtain a Qm value at a standard working environment; longitudinally comparing corrected Qm historical data read from the database with the current corrected Qm value, and horizontally comparing Qm among three phases of same equipment and among all electric machines so as to obtain the insulation state according to corresponding rules. The invention provides a diagnosis and evaluation conclusion of an insulation fault.
Owner:TAIYUAN UNIV OF TECH

Automotive tire pressure monitoring system calibration instrument and calibration method

The invention provides a pressure monitoring system marking instrument of an automobile tyre and a marking method thereof. The marking instrument includes two parts; one is a tyre pressure sensor and the other is a diagnosing marking device; the tyre sensor includes a central control module 2, a sensor 1, a RF transmitting circuit and a lower frequency receiving circuit; the tyre sensor is connected with the lower frequency receiving circuit and the central control module 2; the central control module 2 is connected with the RF transmitting circuit and the sensor 1; the marking instrument consists of an SCM, the lower frequency transmitting circuit, the RF receiving circuit, a human-computer interface and a communication interface; the SCM is connected with the lower frequency transmitting circuit; the tyre sensor is connected with the RF receiving circuit which is connected with the SCM; the SCM is connected with the human-computer interface and the communication interface. The invention can simply realize the diagnosing and the marking of the pressure monitoring system sensor of the tyre, is suitable for the automobile types of any collocation, is not interfered by the tyre pressure monitoring system on other automobiles and can not affect other automobiles.
Owner:HARBIN INST OF TECH

An electric price inspection execution method based on deep learning of big data

The invention belongs to the technical field of electric power marketing inspection, in particular to an electric price inspection execution method based on deep learning of big data, which is an innovative electric price execution inspection method in which the variational automatic encoder algorithm in the deep learning is used for identifying abnormal electric price execution. The invention comprises the following steps: acquiring electric power data and simple classification; extracting probabilistic features from power consumption data; reconstructing probability discrimination. The invention effectively solves the calculation problem of a plurality of heterogeneous parameters in the current electricity price execution inspection, and effectively judges whether the power consumption customer is abnormal by reconstructing probability. Aiming at the partial missing of power consumption data of some customers, the problem of missing data can be solved effectively because the model generated in the process of algorithm discrimination can recover the same feature of the data. The on-line diagnosis of electricity price execution inspection is realized, which solves the practical problems of diversified electricity price execution and complex parameters, and provides effective guarantee for electric power marketing work, greatly improves the accuracy of abnormal detection, and greatly reduces the mismatch rate of inspection.
Owner:STATE GRID LIAONING ELECTRIC POWER RES INST +1

CAN (Controller Area Network) communication control device in converter and communication method

The invention discloses a CAN (Controller Area Network) communication control device used in a control system of a converter. The CAN communication control device comprises a CAN bus interface unit and a microcontrol unit, wherein the CAN bus interface unit is connected with a field bus to receive or transmit messages to be delivered between the communication control device and other converter control devices on a bus network, and the messages are corresponding to a CAN standard protocol or user-defined field bus protocols; the microcontrol unit is connected with a CAN bus interface circuit to receive the messages sent by other remote converter control devices through the bus network, the messages are corresponding to the CAN standard protocol or user-defined field bus protocols, the messages are analyzed and treated according to inhouse configuration files and converted into parallel data information, and the configuration files are written on-line through a serial bus network through a serial bus interface unit connected with the microcontrol unit. The device can configurate different communication message IDs (identities) for the CAN communication control devices of different converters in a convenient and real-time mode, so that basic applications are unified.
Owner:CSR ZHUZHOU ELECTRIC LOCOMOTIVE RES INST

Cloud storage management system and method for medical examination reports

The invention discloses a medical examination report cloud storage management system, comprising: an information collection module for collecting diagnosis and treatment information; a diagnosis and treatment information identification code generation module for generating a unique diagnosis and treatment information identification code for identifying patient diagnosis and treatment information; The storage module is used to store the collected diagnosis and treatment information and the corresponding diagnosis and treatment information identification code; the condition query module is used to query the corresponding diagnosis and treatment information according to the diagnosis and treatment information identification code; the payment module is used to generate the payment function. Two-dimensional code; download display module, used to download and display the diagnosis and treatment information of successful payment; secondary storage module, used to establish patients' personal health information files for patients to download and query. The invention also discloses a medical examination report cloud storage management method.
Owner:CHENGDU KNOT MEDICAL TECH

Power battery fault diagnosis method based on sliding window

The invention discloses a power battery fault diagnosis method based on a sliding window. The method comprises the following steps: acquiring single voltage values of a power battery for multiple times; establishing a single voltage matrix according to the single voltage values; setting the size of a sliding calculation window, wherein the calculation window comprises all single voltage values ofpreset sampling times; acquiring the single voltage value from the first row of the single voltage matrix by using the calculation window; obtaining a median of each row of single voltage values in the calculation window; subtracting the median of each row from each monomer voltage value of each row to obtain a first result; calculating a variance value of each column in the first result to obtaina second result; carrying out abnormal variance value screening on the second result by adopting a Pauta criterion; and moving the calculation window downwards for one row, and skipping to the step to obtain the median of each row of monomer voltage values in the calculation window until the traversal of the monomer voltage matrix is finished. According to the invention, the single power batterycan be diagnosed in real time.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY +1

Metering device fault diagnosis method based on RF-GBDT

The invention relates to a metering device fault diagnosis method based on RF-GBDT. The specific method comprises the following steps: based on related data such as metering device attribute data, historical electric quantity data, meteorological data, metering abnormality record data and the like, extracting related indexes such as electric quantity characteristics, weather characteristics and the like from data 15 days before abnormality discovery time, constructing an RF-GBDT model, and identifying and diagnosing whether the metering device has a fault or not. The RF-GBDT model can be applied to fault diagnosis of the metering device. According to the method, the suspected fault list of the metering device is output, fault feature analysis of the metering device is carried out accordingto the suspected list, the feature rule of the suspected fault metering device is comprehensively understood, accurate first-aid repair service of the metering device is implemented in a targeted mode, the fault management level of the metering device is improved, and the user service satisfaction is improved.
Owner:JIANGSU ELECTRIC POWER CO +1

On-line winding deformation diagnosis method, system and equipment of transformer

The invention discloses an on-line winding deformation diagnosis method, system and device of a transformer. The method comprises the following steps: analyzing vibration characteristics of a transformer; drawing a relation curve of transformer vibration and load currents according to an analysis result of the vibration characteristics; and determining whether the winding deforms or not accordingto the linear degree of the relation curve of the transformer vibration and the load current. According to the embodiment of the invention, vibration characteristics before and after a transformer fault condition are detected and the characteristic change of the vibration frequency of the transformer can be extracted; on-line diagnosis of deformation of the transformer winding is realized throughthe relation curve of transformer vibration and load current. According to the invention, power failure operation does not need to be conducted on the transformer in the diagnosis process of the transformer, the deformation condition of the transformer winding can be detected in real time, and the stability of a power supply network of a power system is guaranteed.
Owner:ELECTRIC POWER RES INST OF GUANGDONG POWER GRID

PMSM drive system inverter open-circuit fault online diagnosis method

ActiveCN111551872AAdd hardwareDoes not affect drive controlContinuity testingData dimensionality reductionFailure diagnosis
The invention relates to a PMSM drive system inverter open-circuit fault online diagnosis method, which can carry out online fault diagnosis and positioning on various inverter open-circuit faults. The method comprises the steps: introducing a Luenberger observer to track a PMSM three-phase current so as to obtain a three-phase current observation residual error as a fault diagnosis basis; designing a sampling strategy, and obtaining an original sample set for training; in offline training, introducing a principal component analysis method to preprocess an original sample set to obtain a datadimension reduction model, and then acquiring a classification model by training a support vector machine; finally, operating the dimension reduction model and the classification model in a driving system, and achieving the online diagnosis and positioning of faults. According to the method, hardware equipment is not added, and driving control is not affected; meanwhile, the method is not affectedby load and model parameter changes; through machine learning of actual working conditions, the method does not depend on a diagnosis basis set manually, and the possibility of misdiagnosis is reduced.
Owner:NORTHWESTERN POLYTECHNICAL UNIV

GIS insulation state diagnosis method based on gas component analysis

The invention provides a GIS insulation state diagnosis method based on gas component analysis. The GIS insulation state diagnosis method based on gas component analysis comprises the steps that the moisture content inside a GIS gas chamber is measured through a precision mirror plane dew point method; when the moisture content inside the GIS gas chamber meets requirements, varieties and contents of gas decomposition components inside the GIS gas chamber are determined through measurement, and whether electric discharge exists inside GIS equipment or not is judged; if electric discharge exists in the GIS equipment, whether electric discharge in the GIS equipment relates to an organic insulating medium or an inorganic insulating medium is judged according to whether carbonaceous electric-discharge-related gas decomposition components exist inside the GIS equipment. Compared with GIS insulation state diagnosis methods in the past, the GIS insulation state diagnosis method based on gas component analysis has the advantages that the anti-electromagnetic interference performance is better, on-line GIS equipment insulation state diagnosis can be realized, detect type judgment is simpler, and the GIS insulation state diagnosis method is easier to apply and popularize.
Owner:SHENZHEN POWER SUPPLY BUREAU +1

Mechanical fault diagnosis method based on dual-tree complex wavelet packet sub-band average kurtosis graph

The invention, which relates to the field of mechanical fault diagnosis, discloses a mechanical fault diagnosis method based on a dual-tree complex wavelet packet sub-band average kurtosis graph, thereby improving the robustness and accuracy of mechanical fault feature extraction and fault type identification. According to the invention, with utilization of non-stationary and instantaneous impactcharacteristics of a mechanical fault vibration signal, a sub-band average kurtosis graph method based on a dual-tree complex wavelet packet is provided, wherein the efficiency and the accuracy are both considered in dual-tree complex wavelet packet transformation; the sub-band average spectral kurtosis can eliminate the influence of random impact interference on the kurtosis graph, can find the frequency band where the fault characteristic signal is located more accurately; the filtered signal is analyzed through a square envelope spectrum and thus the accurate extraction of the bearing faultcharacteristics and the precise recognition of the fault type are realized. The method is suitable for mechanical fault diagnosis.
Owner:UNIV OF ELECTRONICS SCI & TECH OF CHINA

Online positioning method for distribution network single-phase fault

The embodiment of the invention provides an online positioning method for distribution network single-phase fault, which relates to the field of power system fault positioning and can judge a fault circuit without depending on zero-sequence current and realize quick online positioning on the distribution network single-phase grounding fault. The method of the specific scheme comprises steps: when SCADA (Supervisory Control And Data Acquisition) determines a single-phase fault judgment condition is met, a phase current recording command is sent to K RTUs (Remote Terminal Unit), wherein the phase current recording command comprises the fault happening time determined by the SCADA and the fault phase information; the K RTUs sample fault phase current signals in M cycles before and after the fault happening time, effective energy is obtained through wavelet transformation, and the effective energy is transmitted to the SCADA; and according to the effective energy returned by the K RTUs, the SCADA judges a single-phase fault line from lines monitored by the K RTUs. The method of the invention is used for judging the single-phase fault line.
Owner:ELECTRIC POWER RESEARCH INSTITUTE, CHINA SOUTHERN POWER GRID CO LTD

Steam turbine regulating system jam fault diagnosis method based on strong tracking Kalman filtering

The invention provides a steam turbine regulating system jam fault diagnosis method based on strong tracking Kalman filtering, and relates to a steam turbine regulating system jam fault diagnosis method which can give jam fault information in the early stage through on-line diagnosis and detection, so that necessary processing measures an be taken in time to avoid major accidents. The steam turbine regulating system jam fault diagnosis method comprises the following main steps: describing a slide valve-oil servomotor jam fault model, discretizing the model, calculating the partial derivative of the model, and performing state estimation with a strong tracking Kalman filter. The steam turbine regulating system jam fault diagnosis method is mainly characterized in that the strong tracking Kalman filter is used to simultaneously estimate the jam magnitudes of the slide valve and the oil servomotor in the slide valve-oil servomotor jam model, thereby providing a theoretical basis to the actual on-line jam fault diagnosis. According to the invention, by inputting an oil servomotor control command u and an oil servomotor output e, the slide valve jam magnitude and the oil servomotor jam magnitude of the system can be simultaneously and accurately diagnosed without increasing additional measuring points of the system, thereby realizing the on-line diagnosis.
Owner:ELECTRIC POWER RES INST OF GUANGDONG POWER GRID +1

Method for examining loosing of iron tower bolts

ActiveCN104499756ADisplay theoretical vibration attitudeShow vibration gestureOptical detectionTowersContact methodEngineering
The invention discloses a method for examining loosing of iron tower bolts. The method combines the iron tower vision measurement technology with theoretical calculation to predict loosing of bolts, and adopts the vision measurement method to measure vibration of iron towers. By adopting the non-contact method, potential safety hazard caused by iron tower climbing measurement is avoided, natural wind is utilized as the power source, and the method is time-saving and labor-saving as compared with artificial iron tower climbing cable-lanyard measurement.
Owner:STATE GRID CORP OF CHINA +2

Compound sensor and method for diagnosis of biological process diagnosis and analysis of material characteristic analysis

ActiveCN103308578AEffective Online FeedbackFast biochemical reactionMaterial electrochemical variablesEngineeringMembrane reactor
The invention belongs to the field of biological process diagnosis, and in particular relates to a compound sensor and a method for biological process diagnosis and material characteristic analysis. The invention provides a modular compound sensor for online biological process diagnosis and analysis of characteristic analysis. The sensor mainly consists of a packed bed bio-membrane reactor, a microbial fuel cell (MFC), a gas flowmeter and a pH meter, wherein the packed bed bio-membrane reactor performs a quick biochemical reaction for a liquid phase organic matter in a target biological process, and the working state of the target biological process is diagnosed by means of online-detecting the gas flow, the pH of a fermenting liquid and electric signals of the MFC and comparing the signals among the three. The modular compound sensor is mainly characterized in that various sensors comprehensively diagnose and work stably; the sensor is in modular design and strong in mobility; the sensor can realize online diagnosis of industrial biological processes (such as biogas fermentation and hydrogen fermentation).
Owner:CHINA AGRI UNIV

Wind power converter IGBT device open-circuit fault comprehensive diagnosis method

The invention relates to a wind power converter IGBT device open-circuit fault comprehensive diagnosis method, and belongs to the field of electronic devices. The method comprises the following steps: S1, analyzing the influence of the IGBT open-circuit fault of the machine-side converter on the voltage of a direct-current bus; S2, realizing fault DC bus voltage online diagnosis based on a cumulative sum algorithm according to distribution characteristics of DC bus voltages before and after a machine-side converter IGBT open-circuit fault; S3, calculating a normalized average value and an absolute average value of the output current of the converter, and analyzing normalized absolute average value characteristics of the output current of different open-circuit fault types to design a fault identification threshold; S4, based on comparison of the fault identification characteristic quantity and a threshold value thereof, establishing a decision function for doubly-fed wind motor side converter IGBT open-circuit fault positioning. According to the method, online diagnosis of the IGBT open-circuit fault of the doubly-fed wind motor side converter can be realized, and fault positioning can also be realized.
Owner:CHONGQING UNIV

Energy storage battery unsupervised fault diagnosis algorithm based on similarity measurement

The invention provides an energy storage battery unsupervised fault diagnosis algorithm based on similarity measurement, and belongs to the field of energy storage battery fault diagnosis. The problem that high-efficiency series battery pack fault detection and positioning cannot be realized autonomously in the prior art is solved. The method comprises the following steps: monitoring, collecting and summarizing signals in the charging and discharging processes of the energy storage battery, and constructing an unsupervised fault diagnosis data set; the collected signals are cleaned, abnormal points are removed, and meanwhile, a filter is constructed to suppress noise mixed in sampling; constructing a key point sequence of each single battery according to the signal characteristics of the charging and discharging process; extracting segmentation trend term characteristics of the monitoring signal, segmenting the complete monitoring signal into time slices, and performing segmentation linearization; constructing a single battery outlier calculation module; information fusion of multiple standards is realized, the outlier degree is obtained and serves as an important measurement index of fault occurrence, and then a fault battery is judged. The method has the advantages of quickly checking faulty batteries and providing maintenance suggestions.
Owner:浙江零碳数字能源科技有限公司

Dynamic diagnosis method of throttle valve

The invention discloses a dynamic diagnosis method of a throttle valve. The method includes the steps that the target opening value of the throttle valve is acquired; the static deviation range valueof the throttle valve is acquired according to the target opening value; the actual dynamic deviation limiting value of the throttle valve is acquired; the position deviation range value of the throttle valve is acquired according to the actual dynamic deviation limiting value and the static deviation range value; the opening error of the throttle valve is acquired; whether the opening error of the throttle valve is within the position deviation range value or not is judged; if not, it is determined that the throttle valve breaks down. By means of the dynamic diagnosis method of the throttle valve, the throttle valve is dynamically diagnosed under the condition without dependent on a direct current motor and other equipment, the working state of the throttle valve is detected in real time,and timely feedback generated when the fault occurs is achieved.
Owner:ANHUI JIANGHUAI AUTOMOBILE GRP CORP LTD

Inverter open-circuit fault online diagnosis method for motor control

The invention provides an inverter open-circuit fault online diagnosis method for motor control, and relates to the technical field of fault diagnosis. The method comprises the steps of: collecting the three-phase output current of a motor, obtaining Park vectors under different phase sequences through phase sequence transformation, calculating a normalized Park vector, estimating the instantaneous amplitude of the normalized Park vector through a waveform continuation-Hilbert transformation method, and obtaining the open-circuit fault characteristics of a switching tube through calculation; obtaining a three-phase output current commutation mark; and according to the open-circuit fault characteristics of the switching tube obtained by calculating the instantaneous amplitudes of the normalized Park vector under different phase sequences, comparing the three-phase output current commutation sign with a set fault threshold to judge the fault type and category. According to the technology, the real-time performance of fault feature extraction can be well improved, and open-circuit fault diagnosis of the inverter power switching tube based on the three-phase output current is realized.
Owner:HEFEI UNIV OF TECH

Power transformer defect online diagnosis method based on operation information

PendingCN114111886AEffective Judgment TypeEffective judgmentMeasurement devicesTransformerControl theory
The invention discloses a power transformer defect on-line diagnosis method using operation information, which comprises the following steps of: acquiring voltage and current data of each phase of a high-voltage side and a low-voltage side of a transformer within a period of time, and performing parameter identification on equivalent circuit parameters of the transformer by adopting a parameter identification algorithm; the method comprises the following steps: acquiring voltage and current data and temperature data of each phase of the high-voltage side and the low-voltage side of a transformer, automatically modeling, automatically learning, automatically training, generating a proper heat accumulation model, inputting voltage and current effective values of the high-voltage side and the low-voltage side of each phase and starting moment temperature in a period of time to the heat accumulation model, and outputting ending moment temperature by the heat accumulation model; according to the deviation between the actually measured temperature of the transformer and the temperature output by the heat accumulation model and the equivalent circuit parameter identification result of the transformer, the defect and fault type and degree of the transformer can be effectively judged, transformer defect online diagnosis based on comprehensive electric and non-electric operation parameters is realized, and the accuracy of defect and fault diagnosis is improved.
Owner:广州贯行电能技术有限公司

Bearing inner and outer ring grinding automatic line

The invention relates to an automatic grinding line for inner and outer rings of bearings, which includes an inner ring wire and an outer ring wire. The inner ring line is connected with a fully automatic ball bearing inner ring groove grinder, a fully automatic ball bearing inner circle grinder and a fully automatic inner diameter pneumatic Out-of-machine testing machine, fully automatic ball bearing inner ring groove superfinishing machine; outer ring groove grinder and outer ring groove superfinishing machine are connected on the outer ring line, and ARM9-based The main processor of the core, the main processor based on the ARM9 core is connected with a peripheral power drive circuit, a sensing signal receiving isolation circuit, and a software platform is integrated in the main processor based on the ARM9 core. The invention adopts advanced numerical control technology, pneumatic full-automatic online detection device, interchangeable fixture technology and improved device, has the functions of online tracking and detection of workpiece processing status, automatic loading and unloading, etc., strong grinding rigidity, flexible and reliable operation, and high production efficiency , low noise, high processing precision.
Owner:浙江东盛精密机械有限公司

Diagnosis method, cloud server and system for ubiquitous energy station equipment

The invention discloses a diagnosis method, a cloud server and a system of a universal energy station equipment, wherein the method includes: obtaining the relevant state parameters of each process equipment according to the type of each process equipment of a plurality of process equipment; judging each process equipment Whether the relevant status parameters of the equipment meet the preset conditions; if the preset conditions are met, the current operating status of each process equipment is obtained according to the relevant status parameters of each process equipment; according to the current operating status of each process equipment and related status parameters Predict the running trend within the preset time, and get the diagnosis result according to the running trend within the preset time. This method can obtain the diagnosis result according to the running trend within the preset time, so that various performance indicators of the equipment can be monitored in real time, and the purpose of online diagnosis of the pan-energy station equipment based on the industrial cloud can be realized, the accuracy of the diagnosis can be improved, and the accuracy of the diagnosis can be improved. The real-time performance can effectively ensure the reliability of monitoring and reduce operating costs.
Owner:ENN ENERGY SERVICE

On-line Diagnosis and Evaluation Method of Insulation State of Large Motor

The invention relates to an on-line diagnosis and evaluation method of the insulation state of a large electric machine, aiming at accurately diagnosing and evaluating the insulation state by comprehensively considering the influences of working environmental factors, such as vibration, temperature, humidity, and the like, of the electric machine on partial discharge. The on-line diagnosis and evaluation method comprises the following steps of: firstly building a neural network used for identifying discharge modes; constructing a neural network frame in an MATLAB2007 (Matrix Laboratory 2007); extracting a sample from a sample library to train the neural network; respectively building relational models of various discharge modes and the working environmental factors influencing the discharge modes according to the action relationship of the working environmental factors on the different discharge modes; installing various sensors on the large electric machines, and acquiring data; establishing a database; calculating a characteristic value; correcting to obtain a Qm value at a standard working environment; longitudinally comparing corrected Qm historical data read from the database with the current corrected Qm value, and horizontally comparing Qm among three phases of same equipment and among all electric machines so as to obtain the insulation state according to corresponding rules. The invention provides a diagnosis and evaluation conclusion of an insulation fault.
Owner:TAIYUAN UNIV OF TECH
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