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151 results about "Fault free" patented technology

Welding seam monitoring system based on electric welding machine

The invention discloses a welding seam monitoring system based on an electric welding machine, and relates to the technical field of electric welding, an initial setting module is used for setting a normal fluctuation threshold range of each working parameter by collecting working information of the electric welding machine in a fault-free state, and the working information at least comprises welding current, voltage and welding speed; when it is determined that one or more pieces of working parameter information collected in real time exceed the preset normal fluctuation threshold range, whether short-term fluctuation or fault fluctuation exists is judged by judging the change of the parameters, and therefore parameter adjustment caused by misjudgment of the electric welding machine in the short-term fluctuation process can be prevented; and the quality defect of the welding seam is caused.
Owner:ZHEJIANG JUBA WELDING EQUIP MFG

Intelligent management method and system for global environmental control heat dissipation of wind power plant

The invention provides an intelligent management method and system for global environmental control heat dissipation of a wind power plant, and is applied to the technical field of data processing. According to the application, wind power plant equipment operation and environment parameters are obtained, a global environment control sensing module is used, a core equipment state is monitored by means of multi-sensor fusion, and an equipment-environment association model is constructed to obtain a preliminary heat dissipation demand; an intelligent heat dissipation regulation and control module optimizes a strategy to generate a precise control instruction; the frequency converter fault-free management module dynamically adjusts parameters to form fault-free management information; coordinating equipment linkage through a joint optimization strategy to generate a global environment control scheme; and finally, the operation efficiency evaluation module outputs evaluation information containing efficiency and a safety coefficient, so that intelligent management of heat dissipation of the wind power plant is realized.
Owner:ZHENLAI HUAXING WIND POWER CO LTD

Evaluation method and device for assembly fault detection, and application

The invention provides an evaluation method and device for set membership fault detection and application, and belongs to the technical field of fault diagnosability. The performance of the fault detection system is evaluated according to a minimum detectable fault index of the fault detection system, and the minimum detectable fault index is a fault amplitude when a feasible set with a fault residual error and a feasible set without a fault residual error of the system to be detected are just separated. Combining the used observer equation to obtain a residual system equation of a fault-free state and a fault state of the system to be detected; measuring a noise range by using geometry characterization, and obtaining residual feasible set characterization of a fault-free state and a fault state of the to-be-detected system in combination with set membership operation; and determining the minimum detectable fault index of the to-be-detected system. According to the method, observer design optimization, control system design and correction system model parameters can be guided, so that the control system is more stable.
Owner:CHINA UNIV OF PETROLEUM (EAST CHINA)

Industrial fault detection method based on structured augmented dictionary learning

The invention discloses an industrial fault detection method based on structured augmented dictionary learning, and the method comprises the steps: firstly processing a fault-free component through a basic dictionary, and introducing an additional low-dimensional sparse dictionary for precisely reconstructing a fault related part, thereby avoiding the decentralization of fault information. Secondly, in order to ensure that a fault-free part is in a statistical control state, a steady-state statistical characteristic and a manifold structure constraint are embedded into a basic dictionary coefficient, and meanwhile, a fault-related characteristic variable is accurately selected through a hard sparse constraint, so that a fault-free signal in an industrial process is effectively prevented from being interfered; therefore, accurate separation of the fault and the normal component of the signal is realized in sparse decoding, so that the fault mode is accurately revealed; in addition, an aggregation method based on a moving window is adopted, the sensitivity and detection efficiency of initial faults in the industrial process are remarkably improved, and an efficient and reliable fault diagnosis solution is provided for industrial application.
Owner:HANGZHOU NORMAL UNIVERSITY

Vehicle gauge chip-oriented fault injection simulation processing method, device and equipment

The invention provides a fault injection simulation processing method, device and equipment for a vehicle gauge chip, and the method comprises the steps: determining a target fault point on the chip, injecting a fault signal at the target fault point in a fault injection simulation process for the chip, and obtaining the simulation data of each observation point on the chip in the fault injection simulation process; the simulation data is compared with the simulation reference data of the fault-free simulation, fault classification of the target fault point on the target chip is realized, simulation and monitoring are carried out simultaneously, fault classification of the fault point is completed, a large amount of simulation time can be saved in large-scale random fault injection simulation, and the simulation efficiency is improved. And the development of the chip and the convergence speed of the safety index are accelerated.
Owner:PEKING UNIV

Gain balance fault-tolerant control method for redundant drive multi-degree-of-freedom motion platform

The invention discloses a gain balance fault-tolerant control method for a redundant drive multi-degree-of-freedom motion platform, and the method comprises the steps: designing a corresponding output decoupling matrix # imgabs0 # for the condition that any actuator of the redundant drive multi-degree-of-freedom motion platform is completely invalid, and enabling the output decoupling matrix # imgabs0 # to be switched through a gain balance module when the actuator is invalid; and a logic axis control signal ucor after a single actuator is completely invalid is redistributed to the rest actuators to generate uact which is the same as uact before a fault, so that the motion platform system P can still track a reference position signal r, and the reliability and fault tolerance of the redundant drive multi-degree-of-freedom motion platform system are remarkably improved. According to the method, a good motion control effect is achieved under the condition that the actuators are free of faults, high tracking precision is achieved, a good fault-tolerant control effect can be achieved under the condition that the single actuator of the redundant drive multi-degree-of-freedom motion platform is completely invalid, and closed-loop stability and tracking precision of a motion platform system can be guaranteed.
Owner:HARBIN INST OF TECH

Dual microcontroller system and control method thereof

The invention belongs to the technical field of fault-tolerant control of an electronic system, and particularly relates to a dual-microcontroller system and a control method thereof, and the dual-microcontroller system comprises a hardware architecture and a software architecture; the hardware architecture specifically comprises a main MCU module, a standby MCU module, a dual-power module, a dual-measurement acquisition module, a hardware arbiter and an output switching value module; the software architecture comprises the steps of initializing a data synchronization communication interface of the main MCU module and the standby MCU module, starting the main MCU module and the standby MCU module, reading data of the measurement acquisition module in a working program state machine by the main MCU module, interacting with external equipment through the communication interface and driving switching value output; and when the main MCU module has no fault, the hardware arbiter selects the switching value output of the main MCU module to drive the external equipment, and when the main MCU module has a fault, the hardware arbiter selects the switching value output of the standby MCU to drive the external equipment.
Owner:SHENZHEN XINGZHUOYANG TECHNOLOGY CO LTD

Application recovery method, device and equipment

The invention provides an application recovery method, device and equipment, and is applied to the technical field of electronics. The method comprises the steps that context information of an application is stored under the condition that the application is abnormally closed, whether the reason for the abnormal closing of the application is bit errors of a plurality of memory pages occupied by the application or not is determined, if yes, a fault memory page with the bit errors in the memory pages is replaced with a fault-free free memory page, and if not, the application is abnormally closed. And recovering the application according to the plurality of replaced memory pages and the context information. According to the method provided by the invention, by utilizing the characteristic that the memory page distributed for the application is replaceable, when the application is abnormally closed due to the bit error of the memory, the fault memory page with the bit error is replaced by the free memory page without the fault, so that the bit error in the memory page is shielded; according to the method, the time for recovering the application to the state before abnormal closing can be shortened, so that the interruption time of related functions after the application is abnormally closed can be shortened, and the influence possibly caused by the abnormal closing of the application on a user is reduced.
Owner:NOBO AUTOMOTIVE TECH CO LTD

Fault isolation and restart method and system for multi-terminal flexible direct current power transmission system

The invention provides a fault isolation and restart method and system for a multi-terminal flexible DC power transmission system, and relates to the technical field of flexible DC power transmission. The fault isolation and restart method comprises the steps of determining a station grounding current first effective value of each converter in the multi-terminal direct current power transmission system under the condition that a single-phase grounding fault exists on a valve side or a bridge arm side of the multi-terminal direct current power transmission system; according to the first effective value of the station grounding current and the second effective value of the station grounding current of each current converter, determining a faulty current converter; the current converter with the fault is isolated; and unlocking a fault-free converter in the multi-terminal direct current power transmission system, and increasing the power of the fault-free converter to a set value. According to the method and the system, the problem of simultaneous locking of the whole multi-end flexible direct current power transmission system caused by single-phase grounding fault of a single converter valve side or a bridge arm side of the multi-end flexible direct current power transmission system can be solved, and the operation reliability of the multi-end flexible direct current power transmission system is improved.
Owner:NR ENG CO LTD

Method for establishing and diagnosing full-life-cycle fault library of fuel cell stack

The invention discloses a method for establishing and diagnosing a full-life-cycle fault library of a fuel cell stack, and belongs to the technical field of hydrogen fuel cells. The method comprises the following steps: collecting stack data in an initial state of the stack to define an initial fault-free state of the stack; carrying out a pile fault sensitivity test, and collecting pile data in the test process to construct a pile initial state comprehensive fault library; carrying out an endurance test on the electric pile, and collecting electric pile data at fixed time intervals in the process to construct an electric pile process state comprehensive fault library; and when the pile endurance test is performed until the pile life is ended, collecting pile data at the moment so as to construct a pile life end state comprehensive fault library. According to the invention, the full life cycle state of the electric pile is collected, the corresponding fault database is established, convenience is provided for work such as electric pile working condition adjustment, recovery and repair according to the diagnosis result in the later period, and the service life of the electric pile is further prolonged.
Owner:ANHUI RUIHE POWER TECH CO LTD

System and device for evaluating safety and reliability of intelligent sensing system

The invention provides a safety and reliability evaluation system for an intelligent sensing system, which can be applied to the technical field of automatic driving evaluation and comprises a data acquisition module for acquiring initial fault-free sensor data and transmitting the initial fault-free sensor data to the intelligent sensing system; the fault injection module is used for performing fault data injection on the initial fault-free sensor data to obtain sensor fault data and transmitting the sensor fault data to the intelligent sensing system; the result analysis module is used for receiving and analyzing the test data of the intelligent sensing system to obtain a test result; and the interactive module is used for controlling the work of the data acquisition module, the fault injection module and the result analysis module. Fault information of different formats is generated according to data formats of different types of sensors, and real-time sensor data reading, fault signal injection and data recording and analysis can be achieved. The invention further provides a device for evaluating the safety and reliability of the intelligent sensing system.
Owner:INSTR TECH & ECONOMY INST P R CHINA

Heating ventilation and air conditioning system fault detection and diagnosis method based on depth double-layer self-coding

The invention discloses a heating ventilation air-conditioning system fault detection and diagnosis method based on depth double-layer self-coding, and relates to the technical field of heating ventilation air-conditioning system fault monitoring. According to the method, the deep auto-encoder is used for carrying out data dimension reduction, learning the rule of fault-free data, designing a DAE-C fault detection model, diagnosing the fault state of the monitoring data, and then designing a DAE-BIGRU fault diagnosis model to determine the fault type, so that the acquisition of the fault data and a label thereof is not needed, and the fault detection efficiency is improved. And calculation loss caused by analysis of a large amount of fault-free data in the fault diagnosis process is reduced, and the problem that label data of the HVAC system is lacked is solved, so that faults of the HVAC system can be detected and diagnosed even under the condition that no clear fault label exists.
Owner:BEIJING UNIV OF CIVIL ENG & ARCHITECTURE

Air conditioning equipment, fault diagnosis method and device thereof and computer readable storage medium

The invention belongs to the technical field of air conditioners, and discloses air conditioning equipment, a fault diagnosis method and device of the air conditioning equipment and a computer readable storage medium. The fault diagnosis method for the air conditioning equipment comprises the steps that a fault-free time sequence prediction model of the air conditioning equipment, operation parameters of the air conditioning equipment at all moments within a first preset duration, corresponding actual state parameters of the air conditioning equipment under the operation parameters and the change trend of the actual state parameters are obtained, and all the moments comprise the current moment; inputting the operation parameters into a fault-free time sequence prediction model to obtain prediction state parameter distribution information of the air conditioning equipment; determining a fault diagnosis threshold range of the air conditioning equipment according to the predicted state parameter distribution information; and performing fault diagnosis on the air conditioning equipment according to the actual state parameter at the current moment, the fault diagnosis threshold range and the change trend. According to the method, dynamic self-adaptive generation of the diagnosis threshold can be realized, the diagnosis accuracy and the working condition robustness are improved, and the early warning capability for early-stage slowly-changing faults is remarkably enhanced.
Owner:GD MIDEA HEATING & VENTILATING EQUIP CO LTD +1

Control method and control device of air conditioner and air conditioner

The invention provides an air conditioner control method and device and an air conditioner. The control method of the air conditioner comprises the steps that it is determined that the air conditioner is started, and fault detection is conducted on an electronic expansion valve of the air conditioner; under the condition that the electronic expansion valve is free of faults, the low pressure of the air conditioner and the temperature of an air suction port of a compressor in the air conditioner are obtained; and according to the low pressure and the temperature of the air suction port, working parameters of the air conditioner are controlled and adjusted so as to prevent liquid impact of the compressor. According to the control method and device of the air conditioner and the air conditioner, the liquid impact phenomenon of the compressor can be effectively prevented by monitoring the state of the electronic expansion valve in real time and calculating the air suction superheat degree, and therefore the reliability of a multi-split system is remarkably improved.
Owner:QINGDAO HAIER AIR CONDITIONING ELECTRONICS CO LTD +2

Transformer fault monitoring method and device, computer equipment and program product

The invention relates to a transformer fault monitoring method and device, computer equipment, a computer readable storage medium and a computer program product. The method comprises the following steps: receiving monochromatic light processed by an infrared spectrum monitoring device every preset period, and converting the monochromatic light into an electric signal; based on the electric signals, concentration data of methane, ethane, ethylene, acetylene, carbon monoxide and hydrogen are determined respectively; determining that the transformer has no fault under the condition that the spectrum of the monochromatic light has no change; and inputting the concentration data into the trained fault diagnosis model for processing, and determining the fault type and early warning information of the transformer. By adopting the method, the accuracy of transformer fault monitoring can be improved.
Owner:SOUTHERN POWER GRID SENSING TECHNOLOGY (GUANGDONG) CO LTD

Fault identification method and system for micro-service architecture without fault marking

The invention discloses a micro-service architecture-oriented fault identification method and system without fault marking, and the method comprises the following steps: constructing a micro-service topological potential energy field based on full-link call data collected in real time, and obtaining the potential well depth of each node depended by a whole network; based on a business semantic type extracted from the call chain; calculating an index vector health consistency coefficient of each node and a direct upstream node under the same service semantic type; performing joint calculation according to the overall dynamic semantic entropy break variable, the potential well depth and the health consistency coefficient to obtain a fault score; when the overall dynamic semantic entropy break variable, the health consistency coefficient and the fault score meet preset triggering conditions at the same time, it is judged that a corresponding node breaks down, and an alarm is output; according to the method, the micro-service calling topological graph with the weight is constructed in the sliding time window, so that the utilization degree of structural information during node state judgment is improved.
Owner:NARI NANJING CONTROL SYSTEM CO LTD

Distributed fault diagnosis method and device for large-scale industrial closed-loop control process

The invention relates to a distributed fault diagnosis method and device for a large-scale industrial closed-loop control process, and the method comprises the steps: obtaining historical fault-free data in the large-scale industrial closed-loop process, and dividing the historical fault-free data based on a preset division rule, so as to obtain a plurality of variable blocks; performing variable type division on the plurality of variable blocks based on the action mechanism corresponding to each variable block to obtain a classification result of the variable blocks, and constructing a corresponding distributed variable topological structure based on the classification result; constructing a corresponding dynamic hidden variable model in combination with a distributed variable topological structure and a correlation structure existing in large closed-loop process data; and constructing a corresponding distributed fault diagnosis model based on the dynamic hidden variable model, and outputting a fault diagnosis result of the to-be-detected large system by using the distributed fault diagnosis model. Therefore, the technical problems that in the related technology, the constraint of closed-loop control is not considered, the local state of the system is difficult to effectively analyze, and the distributed dynamic characteristics in the data of the large industrial system are ignored, so that accurate fault diagnosis and fault positioning results are difficult to obtain are solved.
Owner:TSINGHUA UNIVERSITY +2

Method and device for grouping packages

A method and device for grouping packages into specified package groups in an interference-free and fault-free manner with a conveyor having multiple individually actuatable conveyors arranged one behind the other with an inlet-side and a discharge-side end. The packages are supplied to the conveyor device at the inlet-side end one after the other, and a control algorithm is carried out to interpolate and / or detect the position and / or the speed of each individual package. A target speed is determined for each individual package based on the detected and / or interpolated position and / or speed of the package. A target speed is determined for the individual conveyors to achieve the target speed for each package to set a specified distance to the leading and / or following package at the discharge-side end. The speed of the individual conveyors is controlled to the respective determined target speed for the conveyor.
Owner:KHS GMBH

Method for operating actuator assembly, actuator assembly, motor vehicle

The invention relates to a method for operating an actuator arrangement, an actuator arrangement, and a motor vehicle, the actuator arrangement (2) having at least two actuatable actuators (3-1 to 3-8) and an actuation system (7), the control system has at least two control devices (8-1 to 8-8), each of which is associated with one of the actuators (3-1 to 3-8), and a central control device (9-1, 9-2), each of which is communicatively connected to the control devices (8-1 to 8-8) by means of a communication link, and wherein the central control device (9-1, 9-2) is connected to the control devices (8-1 to 8-8) by means of a communication link. The control devices (8-1 to 8-8) are controlled by the central control device (9-1, 9-2) in a fault-free normal operating mode of the actuator assembly (2) in order to control the respective actuator (3-1 to 3-8). It is provided that the control system (7) is monitored for malfunction, the operating state of the respective actuator (3-1 to 3-8) is monitored, and if a malfunction of the control system (7) associated with one of the actuators (3-1 to 3-8) is detected, the actuator (3-1 to 3-8) is activated. The associated actuator (3-1 to 3-8) is controlled directly by the control device (8-1 to 8-8) associated therewith as a function of the operating state of the other actuator (3-1 to 3-8) detected by the monitoring.
Owner:ROBERT BOSCH GMBH

Motor control anti-demagnetization protection system and method

PendingCN119298784Areal-time diagnosisreal-time assessmentElectric motor controlElectrical testingElectric machineControl engineering
The invention discloses an anti-demagnetization protection system and method for motor control. The method comprises the following steps: acquiring counter electromotive force of a motor winding and real-time counter electromotive force of each phase of winding of a motor under a fault-free condition; respectively subtracting the counter electromotive force of the motor winding under the fault-free condition from the real-time counter electromotive force of each phase winding of the motor to obtain the maximum difference value of the real-time counter electromotive force of the phase windings of the motor; and comparing the maximum difference value of the real-time counter electromotive force of the motor phase winding with a demagnetization fault threshold value to judge whether the motor is in a demagnetization fault, if the motor is not in the demagnetization fault state, the motor operates normally, and if the motor is in the demagnetization fault state, demagnetization protection is carried out. According to the invention, real-time on-line and high-sensitivity effective evaluation and identification can be carried out on the demagnetization fault degree and the fault mode of the motor.
Owner:ZHIXIN TECH CO LTD

Fault positioning method, device and equipment and computer readable storage medium

The invention relates to a fault positioning method, device and equipment and a computer readable storage medium, and the method comprises the steps: carrying out the health detection of a target computing power node in at least two computing power nodes under the condition of receiving a model training request, the health detection comprises at least one of arithmetic unit detection, communication link detection and model training detection; under the condition that the detection result of the health detection represents that the target computing power node has no fault, responding to the model training request, and executing a model training task through the target computing power node; under the condition that the model training task is interrupted, the fault computing power node in the target computing power node is positioned according to a training log, and the training log is a log output in the process of executing the model training task. According to the invention, faults occurring before and in the process of executing the model training task by the target computing power node can be positioned, and the accuracy of fault positioning is improved.
Owner:BEIJING KINGSOFT CLOUD NETWORK TECH CO LTD +2

Fault detection device

A fault detection device (100) is provided with: a first actuator (10) and a second actuator (20) each driven by electric energy, the second actuator (20) comprising a brush DC motor; a current detection circuit (50) including a first current detection circuit (51) provided to detect a current flowing through the first actuator (10) and a second current detection circuit (52) provided to detect a current generated by arc discharge of the second actuator (20); and a failure determination unit (47) that determines whether there is a failure in each of the first actuator (10) and the second actuator (20) on the basis of the current detected by the current detection circuit (50). The current detection circuit (50) has a current detector (46) that is provided in a common section (53) of the first current detection circuit (51) and the second current detection circuit (52) and that detects a current flowing through the common section (53).
Owner:HONDA MOTOR CO LTD

A method for monitoring the integrity of an inertial / radar system for ship landing

This invention discloses a method for monitoring the integrity of an inertial / radar system for shipboard landing. Based on the presence or absence of a fault, the total integrity risk is divided into fault-free integrity risk and integrity risk based on a fault detection mode. According to integrity index requirements, the probability of misleading information under each risk type is set. A filtered state equation model is established, and a measurement equation model is further set. Based on the measurements output from the measurement equation model and combined with the probability of misleading information under each risk type, the integrity level protection threshold (HPL) under fault-free conditions is calculated. FF Based on the measurements output from the measurement equation model, and combined with the probability of misleading information under each risk type, the integrity level protection threshold (HPL) under fault detection mode is calculated. FD According to HPL FF HPL FD The integrity protection level of the inertial / satellite combined output parameters is calculated. In the precision ship landing phase, where the accident rate is highest, the system can output the horizontal protection threshold under this scheme based on the confidence index required for the scenario.
Owner:XIAN FLIGHT SELF CONTROL INST OF AVIC

Engineering vehicle quality evaluation method, device, equipment and medium

The invention discloses a quality evaluation method, device and equipment of an engineering vehicle and a medium. The method comprises the following steps: according to fault information uploaded by an engineering vehicle and fault grade coefficients preset for various types of faults, calculating daily average fault-free working hours in a target time period; determining the stability of the fault-free working hours in the target time period according to the daily average fault-free working hours in the target time period; and determining a quality evaluation result of the engineering vehicle according to the daily average fault-free working hours in the target time period and the stability of the fault-free working hours. By adopting the technical scheme, the calculated average fault-free working hours can accurately reflect the actual fault condition of the vehicle, so that the problem of inaccurate vehicle quality evaluation in the prior art can be solved, and the working safety of the engineering vehicle is effectively ensured.
Owner:LINGONG GROUP (JINAN) HEAVY MACHINERY CO LTD

CAN signal fault injection function safety test device based on vehicle integration

PendingCN121956967Aincrease authenticityImprove the value of engineering guidanceElectric testing/monitoringElectronic systemsSafety testing
The invention relates to the technical field of automobile electronic system detection, in particular to a CAN signal fault injection function safety test device based on vehicle integration. Comprising an operation table and a test control board, and the operation table comprises a fault configuration module and an operation display module; the fault configuration module is used for configuring a CAN model fault type to be injected into the tested ECU and a fault injection object; the operation display module is used for sending a fault triggering instruction to the test control panel and receiving and displaying a test result; the test control panel comprises a two-way CAN interface module, a fault injection module, a safety monitoring module and a timing processing module. The two-way CAN interface module comprises a first CAN interface and a second CAN interface, the first CAN interface is used for being connected with a whole vehicle CAN network, and the second CAN interface is used for being connected with a tested ECU; and the fault injection module is used for forwarding a CAN message received by the whole vehicle CAN network through the first CAN interface to the tested ECU through the second CAN interface when the fault-free trigger instruction is yes, and executing corresponding fault injection operation on the CAN message in the forwarding process according to the configured fault type and the fault injection object when the fault trigger instruction is received.
Owner:CHINA RECOGNITION VEHICLE NETWORKING TECH SERVICE (SHENZHEN) CO LTD +2

Traction system fault detection method based on PPDM and expert prompt learning

The invention provides a traction system fault detection method based on PPDM and expert prompt learning. The method comprises the following steps: S1) obtaining a fault-free data set UN and a noisy fault data set UF from a simulation platform; s2) building a PPDM-based reconstruction model, wherein the model comprises a PDM and an ICM; s3) establishing a domain generalization target network # imgabs0 #, and performing clustering to obtain Pmeta; s4) inputting UN into PDM, obtaining Pi based on Pmeta by # imgabs1 #, reconstructing extracted features and Pi into Uf1, inputting Uf1 into ICM, and calculating to obtain Jth; s5) taking Pi as' K 'and' V ', and taking the UF feature as' Q '; s6) inputting the UF into the PDM and the cross attention network to generate Pm, extracting features and reconstructing the features and the Pm into Uf2, inputting the Uf2 into the ICM, calculating to obtain j, comparing j with Jth, if jgt; if Jth, a fault exists, if jlt; and Jth, no fault exists.
Owner:WUYI UNIV

Ship equipment fault detection method, equipment, medium and product

The invention discloses a ship equipment fault detection method and device, a medium and a product, and relates to the field of electric digital data processing, and the method comprises the steps: introducing a bidirectional gating circulation unit and a variational auto-encoder into a teacher-student network model, and obtaining an initial detection model; respectively inputting a fault-free signal in the first sample data set and a corresponding signal in the second sample data set into a student network and a teacher network, training an initial detection model to obtain a ship equipment detection model, and inputting a to-be-detected ship equipment signal to obtain an actual detection result; in the training process, a BM method and an extreme value theory are adopted to obtain GEV distribution so as to determine a fault detection threshold value, and then ship equipment fault detection is achieved in combination with an actual detection result. According to the method, the accuracy, the robustness and the practicability of detection are remarkably improved, the technical bottlenecks in the aspects of data dependence, priori knowledge utilization, detection precision and the like in the prior art are broken through, and the detection requirements of complex and changeable statistical characteristics in a real environment are met.
Owner:COMPREHENSIVE TECH & ECONOMIC RES INST OF CHINA STATE SHIPBUILDING CORP

Fault diagnosis method based on hypercube network

The invention relates to the technical field of network fault diagnosis methods, in particular to a fault diagnosis method based on a hypercube network, which comprises the following steps: determining a symptom set sigma generated by mutual testing among all nodes of the hypercube network Qn; obtaining a preliminary fault node set F and a counter value C (v) of any node v according to the symptom set sigma of the Qn; performing descending sorting on the counter values of all the nodes through a bubble sorting algorithm to obtain an ordered sequence C; a part of nodes, which are ranked in the foremost position, of the ordered sequence C of the counter values are diagnosed as fault nodes, the fault nodes are added into a fault point set F, and the remaining undiagnosed nodes of the Qn are added into a fault-free point set FF; according to the fault diagnosis method, the network topology structure property of the hypercube network Qn and the test property of the diagnosis strategy are utilized, the fault diagnosis capability of the hypercube network Qn is greatly enhanced under the condition that fault nodes are rarely misdiagnosed, and the fault diagnosis method is high in efficiency.
Owner:GUANGXI NORMAL UNIV

Fault detection method, device and system

The invention provides a fault detection method, device and system, when a source computing node detects that a message transmission link corresponding to any physical layer port is abnormal, the source computing node sends fault information containing link abnormal port information to a machine top switch, and the machine top switch responds to the fault information and sends a link diagnosis instruction to the source computing node. When it is determined that a first link between the source computing node and the target switch has no fault, the machine top switch continues to determine a second link from the target switch to the target computing node step by step from the first link based on a preset inter-node pin connection relationship and a mapping relationship of switching ports in the nodes, and the link diagnosis instruction for the second pin is sent to the target computing node, so that the cable link fault between the second pin and the target switch is determined, the cable link with the fault is automatically positioned, the fault positioning in a mode of completely dismounting each cable link and then detecting each cable link one by one is not needed, and the fault positioning efficiency is improved. And the fault detection efficiency is effectively improved.
Owner:INSPUR SUZHOU INTELLIGENT TECH CO LTD