381results about How to "Consume less resources" patented technology

The invention discloses an ASIP based on an extensible processor architecture and a realizing method thereof, which mainly solve the problem of high circuit complexity and large resource consumption in the prior art. Aiming at the extensible processor architecture after optimization, the invention adopts a five-level-pipeline realizing method, and adopts a data orientation technology and a branch non-execution strategy to solve data hazards and control hazards in pipeline treatment respectively. The ASIP comprises an instruction fetch unit, a decoding unit, an execution unit, a memory access unit, a write-back unit, a pipeline control unit, a timer and an interrupt controller. According to the ASIP and the method, the characteristics of a pipeline processor and an FPGA (field-programmable gate array) are considered sufficiently, the pipeline structure is partitioned reasonably, and the hardware resources of the FPGA are utilized to the utmost extent; and the ASIP and the method have the advantages of simple circuit design, low resource consumption, high processor performance and low power consumption, and are highly suitable for large-scale parallel processing.

The invention relates to a low-temperature trace lubrication system which is characterized in that the system comprises a gas source pipeline, a trace lubrication device, an oil mass regulating valve, an oil mist pipeline, spray nozzles, a mixer, a cold gas pipeline, a low-temperature gas flow regulating valve, a low-temperature gas generation device, a pressure regulating valve of the low-temperature gas generation device and a pressure regulating valve of the trace lubrication device. Part of compressed gas enters the trace lubrication device by the gas source pipeline, and the other part of the compressed gas enters the pressure regulating valve of the low-temperature gas generation device and the pressure regulating valve of the trace lubrication device. After the pressure of the compressed gas is regulated by the pressure regulating valve of the trace lubrication device, the compressed gas enters the trace lubrication device, and a generated oil-gas mixture enters the oil mist pipeline. After the pressure of the compressed gas is regulated by the pressure regulating valve of the low-temperature gas generation device, the compressed gas enters the low-temperature gas generation device, and generated cold gas enters the cold gas pipeline after the flow of the cold gas is regulated. The mixing mode of oil mist and cold air can be mixer mixing and can also be mixing after being ejected by the respective spray nozzles.

The invention provides a compressed sensing-based antifriction bearing fault diagnosis method based on a working condition disturbance condition. The antifriction bearing fault diagnosis method comprises signal compression, front fault diagnosis and a far-end signal reconstruction algorithm. The method utilizes a vibration signal of a bearing to perform fault diagnosis. Based on the compressed sensing theory, a measuring matrix is constructed and compression of vibration signals is realized so that the transmission bandwidth consumption of the vibration signals of the bearing is effectively reduced. The on-board fault diagnosis part utilizes the compression reference matrix, the matching pursuit algorithm to realize fault diagnosis under the working condition disturbance condition through the reconstruction matching method. Based on the on-board fault diagnosis, the far-end signal reconstruction can be realized through the reconstruction matching method so that fault diagnosis enhancement and performance assessment of the far end can be realized. The method system is complete and is suitable for the working condition disturbance condition, and is high in the accuracy of fault diagnosis and is high in engineering practicality.

The invention discloses a service path selection method, an SDN controller, a storage medium and electronic equipment, which are applied to an optical transmission network of an SDN architecture. Themethod comprises the following steps of traversing the optical transmission network according to a predetermined source node and a predetermined destination node in order to obtain a corresponding network topology; determining the communication capability of a direct connection link between every two adjacent nodes in the optical transmission network according to the network topology, and calculating a weight value of the direct connection link; screening a feasible path from each path between the source node and the destination node, wherein the weight value of each direct connection link contained in the feasible path meets the service load requirement; and selecting the shortest path in each feasible path as a service path. The whole network topology resources are effectively managed through the SDN architecture, the communication capability is expressed through the weight value of the calculated link, and the available path can be further screened through the weight value, so thatthe consumption resources of the routing calculation are reduced, and the network operation speed is improved; and the weight value can also be used for load balancing to achieve a purpose of balancing the load of the whole network.

The invention provides a satellite-based AIS signal intercept and demodulation method and aims to provide a demodulation method which can simplify configuration and complex degree of receiving equipment and can be adapted with large Doppler frequency shift and long signal time delay and realizes relatively low consumed resource amount. The method is realizes through the following steps of directly performing RF AD sampling after amplification filtering is performed on a signal which is received by an antenna; performing two-path digital channelization preprocessing on the AD sampling data in an FPGA, and outputting two paths of baseband IQ data; respectively calculating instantaneous phases of the two paths of baseband IQ data, and performing 1bit differential algorithm processing on the instantaneous phases for obtaining an instantaneous frequency; performing comparison decision on a buffered instantaneous frequency value f(n) with a frequency central value, and performing correlation operation on a decision result and a standard synchronous sequence; on the condition that a correlation operation value exceeds a threshold and reaches a highest value, determining demodulation bit synchronization and finding out an optimal sampling point for demodulation; detecting a signal end mark in the demodulation process, and outputting all demodulation results on the condition that the end mark occurs.

The invention relates to a paper pouring channel pipe for forging, which is made of waste paper pulp, sintered filling materials, binding materials, reinforcing agent and moisture-proof agent materials. The new concepts and mechanisms completely different from the prior art are applied to the paper pouring channel pipe, namely the pouring channel pipe is not made of the prior used refractory materials such as pottery, porcelain and the like, and non-fireproof paper pulp fibers are taken as a main component which is added with the sintered filling materials and the like, carbonized and sintered under the using conditions of high temperature and oxygen deficiency to form a carbon sinter with high fire resistance degree and the paper pouring channel pipe which achieves the molten iron scouring resistance and fire resistance degree capable of meeting the current forging process requirements. The paper pouring channel pipe has the advantages of regenerative resource utilization, no forging, energy conservation, environment pollution reduction, socket joint, no sand leakage, convenient use, little dust during cutting, light weight, little resource consumption, no easy damage at normal temperature, crispness after high temperature treatment, easy stripping, easy cleaning, little hard solid waste after pouring, abrasion reduction of a sand regenerating device, improvement on the quality of regenerated sand, reduction on the defective index of forged pieces, no carburization problem for the forged pieces, and the like.

The invention provides a sleep monitoring method and device and a radar system based on a frequency modulated continuous wave millimeter wave radar. The method comprises the steps that a first reflection signal of target space under an unmanned state and a second reflection signal of the target space under a manned state are collected through the frequency modulated continuous wave millimeter waveradar; the frequencies of the first and second reflection signals are mixed with a local oscillating signal respectively to obtain a first frequency mixing signal and a second frequency mixing signal, wherein the local oscillating signal is a signal which has the same frequency as a transmission signal from a moment generated by the frequency modulated continuous wave millimeter wave radar. The respiratory frequency, heart beating frequency and body turning frequency of a target person are obtained according to the first and second frequency mixing signals. A detecting signal is extracted ina manner in which the frequencies of the transmission signal and a receiving signal are mixed, the circuit designing is simple, resources consumed by hardware is less, and the cost is saved.

The invention relates to the field of digital image processing and provides an image amplification algorithm which can still keep the edge of an image clear after the image is amplified in a large scale, has a low calculated amount and is convenient for hardware implementation. The invention adopts the technical scheme that a piecewise linear interpolation method applied to video image amplification comprises the following steps of calculating each interpolating point in both horizontal and vertical directions; carrying out weighting on gray levels of four adjacent source pixel points; firstly, carrying out weighting calculation on two source pixels at the upper part and two source pixels at the lower part according to horizontal distances from the source pixels to the interpolating points so as to obtain two middle pixel points; and then carrying out weighting calculation on the two middle pixel points according to vertical distances from the two middle pixel points to the interpolating points so as to obtain gray levels of the interpolating points to be calculated, wherein when the interpolating points are calculated, processing is carried out according to conditions, i.e. according to difference between the gray levels of two adjacent sources, corresponding different interpolation curves are selected to carry out calculation. The piecewise linear interpolation method is mainly applied to digital image processing.

The invention discloses an intelligent double-engine analysis system and an intelligent double-engine analysis method based on column storage, and relates to the field of smart city and big data processing. The system comprises an HBase storage unit, a client and an intelligent SQL (Structured Query Language) router unit. The system realizes the intelligent SQL router unit at a user side; the system adopts the HBase storage unit as a bottom layer data storage unit, and a real-time query engine and a batch analysis engine are built on the HBase storage unit; and the system aims at the data of structurized relational data. The system and the method have the advantages that the real-time simple query can be met; the performance for analyzing large-scale data can be effectively improved; and the statistics and analysis requirements of users on the large-scale data can be met.

The invention discloses a method for preparing a carbon nano tube doped lithium titanate composite electrode material. The composite material is prepared from lithium titanate and carbon nano tubes, wherein the mass ratio of lithium titanate to carbon nano tubes is 88-95:5-12. The method is characterized by taking lithium acetate or lithium carbonate, titanium dioxide and carbon nano tubes as rawmaterials and preparing the lithium titanate / carbon nano tube composite electrode material through ball mill and a microwave method. The lithium titanate composite electrode material has the characteristics of simple process, uniform material, small grain size, high specific capacity, high rate and the like.

The invention discloses a general method for configuring a WiFi device to make the same to connect a WiFi router. The method includes the following steps that: step 1, a unidirectional physical data transmission channel is established between the WiFi device and the WiFi router; step 2, user configuration data are written and are adopted as multicast data packets, wherein the user configuration data include the SSID and password of the WiFi router; step 3, the WiFi router continuously sends the multicast packets through IP multicast; step 4, the WiFi device continuously scan all channels at intervals until a certain channel captures the multicast packets of a WiFi link layer, captures the multicast packets of the WiFi link layer, and filters the captured multicast data packets through a destination MAC address and multicast information so as to filter out illegal data packets, and obtains legitimate data packets, decrypts the data packets, performs analysis to obtain the SSID and password in the data, and is connected to the WiFi router; and step 5, if the WiFi device is successfully connected to the WiFi router, the WiFi device returns successful connection information to the WiFi device, otherwise, the method returns to the step 4, and scanning is further carried out.

The invention provides a rapid photodynamic sterilization chitosan-black phosphorus composite hydrogel dressing and a preparation method thereof. The preparation method includes the steps: S1 dispersing BP (black phosphorus) crystal powder in deionized water, leading in argon serving as protecting gas, performing ultrasonic treatment under an ice-bath condition and finally performing centrifugation to obtain upper nanometer black phosphorus sheet water solution for standby application; S2 preparing chitosan hydrogel; S3 preparing chitosan-black phosphorus composite hydrogel. In the preparation process, harmful gas is avoided, and the preparation method is economical, environmentally friendly, simple, less in equipment investment, low in resource consumption and less in implementation difficulty. The antibacterial rate of the composite hydrogel illuminated for ten minutes can reach 99% or more, and the composite hydrogel is good in biocompatibility.

The invention discloses a method and system for playing back game video. The method comprises the steps that corresponding executing instructions are executed by responding to the game battle operation of a game system, and basic game information, the successfully-executed executing instructions and corresponding role IDs generate video files to be uploaded to a server; a playback request is sent to the server by responding to a video playback request instruction input by a user; the video files returned by the server are obtained, the corresponding basic game information, all the executing instructions and the corresponding role IDs are obtained after the video files are analyzed, and then the video is played. The video is played back according to instruction data by storing the relevant instruction data of the video, the size is small, few resources are consumed, the process is simple, and implementation is convenient. The video of a game battle can be played back truly and accurately, and can be shared and spread conveniently, and the method and system can be widely applied to video playback in the field of games.

The invention discloses a preparation method of aerogel. The preparation method comprises the steps of reacting to obtain SiO2 aerogel by taking NaHCO3 or NH4HCO3 and sodium silicate Na2O nSiO2 as materials; and conducting aging, washing, solvent replacement, surface finishing and drying on the aerogel to obtain a silica aerogel product. During the adoption of the technical scheme, since washing liquor recovered after washing mainly contains Na2CO3 or also NH3 H2O, reaction materials can be obtained again by CO2 reaction, and therefore, all chemicals can be recycled, except a silicon source; the material cost of the silica aerogel is lowered; meanwhile consumed resources are reduced; the problems in the prior art inorganic acid or alkali is consumed and then waste water containing acid, alkali and salt is generated so as to cause environment pollution and the like are solved; and emission and environment pollution are reduced.

An embodiment of the invention provides a multi-target tracking method and system and relates to the technical field of image processing. The multi-target tracking method and system is characterized in that filtering is performed in the previous-frame image of a current-frame image to predict the position, appearing in the current-frame image, of a moving target in the previous-frame image so as to obtain a tracking result, moving target detection is performed on the current-frame image to obtain a detection result, the detection result is matched and associated with the tracking result to obtain an association result, and the positon of the moving target in the current-frame image is determined according to the association result. The multi-target tracking method and system is wide in application range, high in calculation efficiency, low in resource consumption and good in stability and high in accuracy during actual multi-target tracking.

The invention discloses a preparation method of an antibacterial hydrophobic ZnO nanorod. The preparation method comprises the following steps: (1) mechanical polishing of titanium pieces: the titanium pieces are polished in sequence to obtain smooth surfaces; and the polished titanium pieces are positioned in acetone, anhydrous ethanol and de-ionized water in sequence for respective ultrasonic cleaning by 15 minutes, and are naturally dried at room temperature for future use; (2) preparation of a ZnO seed layer: the polished titanium pieces obtained in the step (1) are used as a substrate to plate the uniform ZnO seed layer; and (3) preparation of a ZnO nanorod: the substrate coated with the ZnO seed layer in the step (2) is reversely suspended in water solution of zinc nitrate hexahydrate and hexamethylenetetramine for hydrothermal reaction and natural cooling; and after the substrate is taken out for cleaning by the de-ionized water, the substrate is dried to form the ZnO nanorod. The ZnO nanorod has the advantages of: better antibacterial efects, no need of high-temperature heating, no harmful gas, economy, environmental protection, broad spectrum, high efficiency, long bacteria resistance and a certain biological compatibility.

The invention discloses a high-performance distributed data center monitoring framework. The framework structurally comprises monitoring core engines, monitoring and dispatching progresses, active monitoring and roll poling devices, passive monitoring receivers, warning engines and monitoring data processing centers. The monitoring framework is designed in a distributed manner, the involved processing processes in the framework are separated, detailed and modularized, the framework is divided into six modules for finishing work of each stage, and one monitoring core engine is reserved for finishing dispatching operation of each module, so that the consumed resource quantity during operation of the whole monitoring framework is reduced, equal distribution of the consumed resources in each module is realized, finally, the high performance during data center monitoring is realized, and the monitoring scale can be expanded to tens of thousands of nodes even hundreds of thousands of nodes.

The invention provides a panoramic video collection method based on an unmanned platform, and the method comprises the steps: generating a wake-up signal after a preset video triggering strategy is met, so as to wake up a panoramic video collection system in a dormant state; wherein the panoramic video acquisition system comprises a plurality of cameras; acquiring video data acquired by each camera; splicing and compressing the video data acquired by each camera to obtain video compressed data; judging whether the vehicle is in a parallel driving mode; and when in the parallel driving mode, sending the video compression data to the cloud server. Therefore, less resources are consumed, and the system load is lower. The pressure of the vehicle-end storage space can be effectively reduced, sothat the service life of the vehicle-end storage unit is longer. And real road conditions around the autonomous vehicle can be effectively analyzed when an accident occurs. And when the vehicle is inan emergency condition, technicians can analyze the dangerous condition afterwards.

The invention provides a digital-shaping filtering method for a continuous and variable speed. The digital-shaping filtering method for the continuous and variable speed comprises the steps that (1) a one-time data clock signal A1 and an N-time data clock signal AN are generated through a digital NCO, (2) an input signal is received according to the data clock signal A1, (3) N-time zero-fill interpolation is conducted on the received signal by means of the data clock signal AN, (4) the signal subjected to interpolation is filtered by means of a digital shaping filter, and (5) variable-sampling-rate interpolation filtering is conducted on the signal subjected to shaping filtering. According to the continuous variable-speed digital-shaping filtering method, the shaping filter with the fixed coefficient and an interpolation filter with a variable coefficient are used for shaping filtering and interpolation filtering respectively, shaping filtering and interpolation filtering of different speed signals can be achieved, the method can be applied to a digital modulator with continuous and variable data speed, the filtering method is easy to realize, hardware resource consumption is low, and practicability is high.

The invention discloses a correlation-based satellite-borne ADS-B header detection method, and solves the problems of more data consumption, low precision and the like in the prior art. The detection method comprises the following steps of: (1), extracting baseband envelope signals based on two orthogonal signals; (2), performing auto-correlation filtering of the extracted baseband envelope signals so as to obtain auto-correlation filtered signals; (3), extracting the position of the final effective pulse; (4), performing header frame detection, DF authentication and power consistency detection based on the position of the final effective pulse and mutually correlated signals, and executing the next step if simultaneously passing header frame detection, DF authentication and power consistency detection; (5), re-triggering judgement; and (6), extracting the header and data bit information. Compared with the existing ground and airborne header detection algorithm, the sensitivity is relatively high; and thus, the method can be well suitable for ultra-large range coverage requirements of a satellite-borne system.

The invention relates to a measuring method of amounts of multiple nicotinic medicine residues in royal jelly, in particular to a method of simultaneously measuring amounts of ten kinds of nicotinic medicine residues in royal jelly by a liquid chromatography-tandem mass spectrometry. The method comprises the steps of diluting a sample with water and participating protein preliminarily, and further participating and extracting the protein by using methyl alcohol, wherein measurement is carried out by the adoption of the liquid chromatography-tandem mass spectrometry, and quantity determination is performed by the adoption of an external standard method and an isotope internal standard dilution method in a preprocessing process of HLB solid-phase extraction purification. The method of simultaneously measuring the amounts of the ten kinds of nicotinic medicine residues in the royal jelly by the liquid chromatography-tandem mass spectrometry is simple, convenient and fast, small in resource consumption, and low in measuring cost. The preprocessing process, relevant compounds and instruments required by measurement are complementary to those in an existing method, so that the requirements for simultaneously measuring the amounts of the nicotinic medicine residues in the royal jelly are met, and a powerful technical guarantee can be further provided for maintaining food safety and ensuring the royal jelly quality.

The embodiment of the invention provides an authentication method, device and system, relates to the technical field of communication, and aims to screen authentication behaviors specific to a client on access equipment in order to prevent the client from accessing a network without authorization, reduce resources consumed by authentication and increase the authentication efficiency. The method comprises the following steps: receiving an authentication starting message which includes a client MAC (Media Access Control) address and is sent by the client; matching the MAC address of the client with a preset MAC address table including legal client MAC addresses; and when the MAC address of the client is not matched with the preset MAC address table, discarding the authentication starting message. The embodiment of the invention is used for performing authentication on the access equipment.

The invention relates to a municipal infrastructure maintenance device, in particular to a municipal well cover upwarping device. According to the municipal well cover upwarping device, manual directoperation to a well cover can be avoided, the personal influence on a dust operator is reduced, the spent time is short, and consumed resources are few. The municipal well cover upwarping device comprises a bottom plate, wheels, a pushing handle, guide rods and the like. The wheels are arranged at the bottom of the bottom plate, and the pushing handle is vertically arranged on the right side of the top of the bottom plate. The guide rods are vertically connected to the left side and the right side of the top of the bottom plate correspondingly, and supporting rods are arranged at the tops of the guide rods on the left side and the right side. The guide rods on the left side and the right side are sleeved with guide sleeves correspondingly, and a moving mechanism is mounted between the supporting rods. The well cover is upwarped through mutual cooperation of the moving mechanism and a vibrating mechanism, and the effects that manual direct operation to the well cover is avoided, the personal influence on the dust operator is reduced, the spent time is short, and the consumed resources are few are achieved.

The invention provides a non-excavation correction method and apparatus of pipeline center line deviation after pipe-jacking construction. The apparatus comprises a front case, a back case and an elevation adjusting apparatus. Both the front cast and the back case are cylindrical objects. The front part of the front case is connected with a deviation pipeline to be corrected, and a supporting opening is made in the back part of the front case. The front part of the back case is provided with a fixing stand that protrudes out from the end face, the back part of the back case is connected with the to-be-corrected pipeline that is to be connected, and the back case is connected with the front cast by enabling the fixing stand stretch into the supporting opening. The bottom of the elevation adjusting apparatus is placed in the front cast, and the top is connected with the fixing stand that stretches into the supporting opening. The invention further provides a pipe-jacking construction method applied to the center line deviation correction apparatus. The apparatus and method provided in the above scheme can solve the deviation problem of a pipeline center line relative to the designed center line, and the scheme has the advantages of simple mechanical design, low cost and less resource consumption.

The invention provides a new multi-carrier combination method of an OFDM system and a system thereof. In the method, carrier wave data(N in number) are combined prior to the treatments of adding cyclic prefix, shaping and filtering, and D / A conversion, then inverse fast Fourier transform(IFFT)is carried out, thus accomplishing orthogonal frequency division multiplexing in the carrier waves and achieving combination of divided frequency among the carrier waves. Compared with conventional frequency division combination methods based on sinusoidal wave spectrum conversion, the combination method is easy to realize and is low in computational complexity; the method reduces carrier wave supplying pieces and is dispensed with a plurality of intermediate frequency combiners and dividers, thus reducing hardware cost.

The invention provides a visual data acquisition and display system. The system comprises a data source definition module, a data source connection configuration module, a data source connection module, a data table directory obtaining module, a data table preview module, a data model creation module, a data acquisition configuration module, a data storage manner configuration module, an executionmodule and a display module. The system has the advantages that a visual rear-end acquisition module is capable of directly associating an A table with a B table to obtain associated fusion data whenacquiring data by using a java technology, and associated modeling can be carried out among various types of data sources, so that the system is wide in application range, simple to operate, small indata transmission quantity, low in resource consumption and simple and convenient to use.

The invention discloses a medical titanium alloy preparation method, the method comprises the steps of preparing nanometer particles of PLGA (Poly Lactic-co-Glycolic Acid) drug load with evenly distributed particle diameters and relatively light agglomeration degree using the double emulsion method, enabling the nanometer particles to have excellent bioactivity and bacteria resistance, then linking up the nanometer particles with APTES (3-aminopropyltriethoxysilane) layer using the reflux condensation method and using the hydrothermal process treated titanium alloy as the raw material, prompting the nanometer particles of the PLGA (Poly Lactic-co-Glycolic Acid) drug load to connect with titanium based surfaces better, and enabling the nanometer particles to have excellent osseous contributions as well as certain bacterial killing function. When the organism incurs medical infection in applications of the prepared medical titanium alloy, the ester linkages on the surface of the nanometer particles of the PLGA (Poly Lactic-co-Glycolic Acid) drug load open and the drug substances are gradually released with the degradation of the PLGA (Poly Lactic-co-Glycolic Acid), to inhibit bacterium growth and promote the proliferation and differentiation of osteoblast.

The invention provides a detection system and method for detecting a state of an application program. The detection system comprises an induction terminal and a detection circuit, wherein the induction terminal is used for receiving an indication signal of a supply current of an indication power source, and the power source derives an electronic device to operate a first application program which is placed on a computer readable medium in the electronic device; the detection circuit is connected with the induction terminal, and is used for calculating the variation of the supply current according to the indication signal, estimating power consumption of the first application program according to the variation of the supply current, and detecting whether an unusual condition happens to the first application program by comparing the estimated power consumption and a reference value. The detection system and method can efficiently detect whether unusual conditions happen to the electronic device.

The present invention relates to beer, and especially active peptide and fruity beer and its preparation process. The active peptide and fruity beer is superior to available peptide beer and fruity beer. The active peptide and fruity beer is prepared with soybean protein peptide powder 0.2-0.5 wt%, sodium carboxymethyl cellulose 0.05-0.15 wt%, fructose syrup 1.5-2.5 wt%, sweetener 0.05-0.15 wt%, citric acid 0.01-0.1 wt%, phosphoric acid 0.005-0.025 wt%, sodium citrate 0.001-0.02 wt%, CO2 0.4-0.65 wt% and water for the rest. The mixed mash is pumped into the CO2 mixing tank while maintaining tank pressure in 0.15-0.6 Mpa. The active peptide and fruity beer is cool, tasty and refreshing, and good for health, and the preparation process is simple and low in resource consumption.

The invention discloses a bearing fault intelligent diagnosis method based on compressed sensing and a correlation vector machine. According to the method, fault diagnosis is achieved through vibration signal analysis. The method comprises the steps of firstly selecting a Gaussian random matrix as a measurement matrix based on a compressed sensing theory to realize compressed sampling of signals,secondly constructing an over-complete redundant dictionary to perform sparse representation on the signals, then utilizing an orthogonal matching pursuit algorithm to realize signal reconstruction, and selecting a time domain index sensitive to fault features as a feature vector for the reconstructed signals; and finally, selecting a Gaussian function as a kernel function, dividing a training sample and a test sample by utilizing a feature vector, importing the training sample into an intelligent recognizer of a relevance vector machine model constructed by a relevance vector machine, and comparing a test result with an actual fault type and degree to obtain the effectiveness of the diagnosis model. According to the invention, the problems of difficult transmission and processing of massdata and low signal-to-noise ratio of bearing vibration signals can be solved, and qualitative and quantitative identification of bearing faults can be realized more accurately.