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242results about How to "Enough precision" patented technology

Intrusion detection method based on traffic visualization and machine learning algorithm

The invention discloses an intrusion detection method based on traffic visualization and a machine learning algorithm. The intrusion detection method comprises the following steps: S1, capturing traffic by using high-speed capture equipment; s2, sending the flow which cannot be identified by the intruder database and the packet header information required by the intruder database to a data processing layer for data processing; s3, converting the received flow subjected to data processing into a grey-scale map; s4, based on semi-supervised learning, clustering the grey-scale map by using a K-means algorithm and classifying the gray-scale images of each cluster after clustering by using a CNN, and judging whether unknown invasion occurs or not based on an entropy theory and a classificationresult; s5, according to a classification result, based on an antibody theory in an AIS algorithm, purifying the specific attack by adopting a decision tree algorithm to obtain a detection result; themethod solves the problems that in the prior art, each attack cannot be accurately detected, the network attack cannot be detected in real time, the intrusion system establishment speed is low, feature extraction is complex, and the resource occupancy rate cost is high.
Owner:UNIV OF ELECTRONIC SCI & TECH OF CHINA

Dynamic simulation test system for ensuring running safety of train on railway bridge under earthquake

InactiveCN103698140AEnable Hybrid SimulationEnsure the bridge speedRailway vehicle testingVibration testingBridging modelCoupling vibration
The invention discloses a dynamic simulation test system for ensuring running safety of a train on a railway bridge under an earthquake. The dynamic simulation test system comprises a bridge model and a train model, wherein a supporting frame component for supporting the bridge model and adjusting an inclination angle and a horizontal position of the bridge model is arranged at the bottom of the bridge model; track boards are paved on the bridge surface of the bridge model; train tracks for guiding a running route of the train model and central tracks for preventing the train model from falling off are paved on the track boards; the train tracks are parallel to the central tracks; the bridge model comprises a first supporting section for adjusting a preset speed of the train model through the inclination angle, a test section for performing a train-bridge coupling vibration test and a second supporting section for stopping the running of the train model according to the inclination angle; the first supporting section and the second supporting section are respectively connected to two ends of the test section. The weak action of the bridge, which is caused by the upper train, and strong action of bridge vibration, which is caused by a vibration table, are mutually coupled to realize a train and earthquake mixing simulation system.
Owner:CENT SOUTH UNIV +1

Modeling method of generator excitation system

The invention provides a modeling method for a generator excited system which comprises the following steps: (1) obtaining the idle load characteristic of the generator, the idle load and the load characteristics of an exciting dynamo, the time constants of the generator and the exciting dynamo, the phase position and frequency characteristic of the generator excited system and the damping effects of low frequency oscillation by experiments; (2) building a field system model; (3) analyzing the obtained basic data to obtain normalized model parameters, building an original simulation model in a Matlab emulator to carry out step response simulation and carrying out corresponding corrections of the parameters in the model according to simulation calculation and field experiment errors until the errors meet the requirements; (4) transforming the parameters into practically useful model parameters in a power system analyzing program and carrying out further correction of the model parameters in the program according to the specific characteristics of the original model. The model parameters of the field system obtained by the invention have the advantage of enough precision, which can really reflect the performance indexes of the field system.
Owner:SHANDONG ELECTRIC POWER RES INST

Electric current detection device and method thereof as well as electric current detection signal comparing unit and method thereof

The invention provides an electric current detection device, an electric current detection signal comparing unit, an electric current detection method and an electric current detection signal comparing method. The electric current detection device comprises an electric current detecting circuit, a control circuit, and a compensation circuit, wherein the electric current detecting circuit is used for detecting an electric current signal of a switching circuit so as to generate an electric current detecting signal, the control circuit is used for outputting an control signal, the compensation circuit is used for carrying out compensation on the electric current detecting signal according to the control signal; and the electric current detecting signal after compensation is compared with a constant current reference signal so as to output a constant current control signal. In addition, in the invention, on the other hand, the compensation circuit is set as compensation for the constant current reference signal, and the electric current detecting signal is compared with the constant current reference signal after compensation so as to output the constant current control signal. The electric current detection device, the electric current detection signal comparing unit, the electric current detection method and the electric current detection signal comparing method provided by the invention can apply to compensate an electric current detecting error caused by the switching circuit and the electric current detecting circuit, thereby obtaining the electric current detecting signal really reflecting the current output and having enough precision.
Owner:DELTA ELECTRONICS INC

Early warning method for failure of water-cooling wall of power boiler

InactiveCN101476715ARealize the optimal operation of equipmentEnough precisionBoiler controlSpecial data processing applicationsCheck pointStress change
The invention relates to a water cooling wall on-line failure early warning method, which comprises the following steps: water power calculation, metal wall temperature calculation, stress analysis, fatigue life consumption analysis, creeping life consumption analysis and entire life consumption analysis. The method calculates the parameters of the flow rate of all pipes of a pipe set, inlet and outlet pressure, wall temperature values in a furnace of each section of the pipes along the length, stress change amplitude values, and the like through a flow and heat conduction rule in real time on line. A small amount of measuring points which are distributed in the pipe sections of each radiation area provided with flow and heat conduction representation and the existing furnace outside inlet and outlet measuring points are combined as calculating and checking points, and the calculating and checking points are input into a computer to calculate and process so as to judge whether unsafe factors of unstable water power, overhigh temperature, fatigue creeping destroy, and the like exist or not. A calculating result displays and records relevant data in real time, and is used as a reference for judging whether the wall cooling wall is safely operated or not so as to achieve the optimal operation of equipment, arrange the examination and maintenance management according to the state, and fully implement equipment state overhaul.
Owner:XI AN JIAOTONG UNIV

Method for fault simulation of direct current transmission system

The invention discloses a method for fault simulation of a direct current transmission system. The method comprises the steps that 1, whether a direct current system is in the same electrical island with the position where a short-circuit fault occurs or not is judged according to the position where the short-circuit fault occurs, and if not, no operation is conducted by a direct current system; 2, if the direct current system and the fault position are in the same electrical island, whether the fault lasting time is shorter than the operation time of a 100Hz harmonic wave, a zero sequence current and communication failure protection of the direct current system or not is judged, if yes, the step 5 is conducted, and if not, the step 3 is conducted; 3, short-circuit voltage calculation is conducted on an alternative current bus in the island; 4, whether protection is started or not is judged according to the short-circuit fault type; 5, according to fault information, whether a direct current circuit stable control strategy needs to be started or not is judged. If yes, operation of power set adjustment is conducted according to a strategy table and if not, exiting is conducted. According to the method, modeling and transient state simulation which are conducted by simulation software on the direct current system are avoided and when simulation of the fault of an AC / DC system is guaranteed, enough accuracy of response of the direct current transmission system is achieved.
Owner:STATE GRID CORP OF CHINA +2

Minitype optical DC/AC electric field sensor

The invention provides a micro optical DC/AC electric-field sensor for eliminating the drift error of electric charges, capable of being used for measuring the voltage of a high-voltage DC transmission line by an optical method. Two transparent electrodes formed on an electro-optical crystal light-pass end surface used in an optical sensing module are electrically and compactly connected with two output terminals of an optical relay respectively. A secondary light source transmits the light beam that is open and is cut off periodically to a light beam collecting window of an the relay by auxiliary optical fiber under the coordinated control of a signal processing and control module, and the light beam that is open and is cut off periodically is used for controlling the breakover and the break of a circuit at the output end of the optical relay; the modulation to the DC electric field to be tested which is externally added on an electro-optical crystal can be realized, so that the DC electric field to be tested is periodically applied and eliminated on the electro-optical crystal. The error caused by space charge drift in the electro-optical crystal used when the DC electric field is measured can be controlled within bounds by the micro optical DC/AC electric-field sensor, thus realizing the long-term, stable, reliable and precise measurement on the DC electric field with the optical method.
Owner:湾世伟

High-precision point cloud registration method for three-dimensional laser scanning

The invention provides a high-precision point cloud registration method for three-dimensional laser scanning. The method comprises steps of providing strategy of two steps from preposed coarse registration to iterative fine registration; carrying out curvature-based feature extraction on scattered point clouds which are obtained through three-dimensional laser scanning and have different visual angles to obtain feature points; and calculating coordinate transformation parameters of the matched feature point pairs to obtain a preposed coarse registration result, eliminating wrong homonymous points by using a distance constraint condition for the condition that the two-point cloud data is not in a subset relationship, and then performing iterative fine registration to obtain a final registration result. Feature point extraction is rapid and accurate, feature point matching accuracy is high, speed is high, coarse registration provides a good initial position for fine registration, after iterative fine registration is iterated to a certain number of times, an accurate result can reach very high precision, registration precision can reach the millimeter level, the method can be used forcomplex point cloud data, and engineering application requirements are met. The point cloud registration speed and precision are greatly improved, and the registration method is wide in application range.
Owner:刘秀萍

Blade of high-power horizontal shaft ocean current energy electric generator and manufacturing method thereof

The invention discloses a blade of a high-power horizontal shaft ocean current energy electric generator. The cross section of a metal girder of the blade is shaped like the pictures in the specification; a metal blade tip is welded to the top end of the metal girder; a first net cutter is fixed to the metal blade tip; a metal blade root is welded to the bottom end of the metal girder and is a flange or a screwed hole which is connected with a hub of the ocean current energy electric generator; a first fiber fabric which is smeared or soaked by a first mixed resin wraps and is solidified on the outer side of the metal girder; an outer covering is stuck to the outer side surface of the metal girder; an inner covering is stuck to the inner side surface of the metal girder; gaps between the front side surface and the back side surface of the metal girder and the outer covering as well as the inner covering are filled with foam filling cores; a second net cutter is inserted to the foam filling core at the lower end of the metal girder; a front edge metal wrapping sheet is stuck to one side of the rotating direction of the blade; an anti-pollution coating is sprayed onto the surface of the blade. The blade has the advantages of tide load impact resistance, high strength, high rigidity, gravel collision friction resistance, abrasion resistance, blade tip cavitation corrosion resistance, fishing net winding resistance and marine organism adhesion.
Owner:ZHEJIANG UNIV

Prediction method of small-scale structures in front of tunneled mine coal-shift based on ANN

The invention discloses a prediction method comprising the following steps: based on the analysis and the understanding of geological conditions, the growth characteristics and the law of the fracturestructure and the like in a researched area, firstly analyzing and determining influencing factors closely related to the researched area as well as the distribution and the growth of a coal-bed small-scale structure; establishing an ANN forecasting and prediction model based on the looping principle; and finally developing a mine small-scale structure forecasting and prediction information system. The invention provides a set of complete theory system and working methods for the forecasting and the prediction of mine small-scale structures; the method introduces the looping theory and the ANN coupling technique into the forecasting and the prediction of the small-scale structures in front of the tunneled mine coal-shift for the first time; the artificial neural network used for the quantitative evaluation and prediction provides a comprehensive evaluation model which is close to the human thinking model and combines the qualitative evaluation and the quantitative evaluation, and therefore, the method has enough precision; and by utilizing the information of the abundant and cheap coal bed which is exposed in the coal-shift tunneling process and closely related to the distributionand the growth of the small-scale structures, the method needs low cost and well reflects the characteristics and the information of the distribution and the growth of the small-scale structures.
Owner:CHINA UNIV OF MINING & TECH (BEIJING)

Parameter calibration method and device for single-rotation compensator type spectral ellipsometer

The invention provides a parameter calibration method and device for a single-rotation compensator type spectral ellipsometer. The method comprises: taking a standard sample piece with any thickness as a sample piece to be detected; using a to-be-calibrated single-rotation compensator type spectral ellipsometer for measurement, performing Fourier analysis on a light intensity harmonic signal obtained through measurement, using a global fitting algorithm, and fitting a Fourier coefficient of the measured light intensity signal and a Fourier coefficient of a theoretical light intensity signal toobtain a calibration result of a first wavelength point system parameter; taking the calibration result of the system parameter of the previous wavelength point as the calibration initial value of the system parameter of the next wavelength point, and adopting a wavelength-by-wavelength fitting algorithm to obtain the system parameter calibration value of each wavelength point so as to obtain thesystem parameter of the full spectrum range. According to the method, based on global fitting, hundreds or thousands of wavelengths exist in a full spectrum participating in fitting, so that the calculated single-wavelength system parameter is very close to the true value of the system parameter.
Owner:WUHAN EOPTICS TECH CO LTD

Modeling method of using membrane humidifier to realize fuel-cell intake-air humidification

The invention provides a modeling method of using a membrane humidifier to realize fuel-cell intake-air humidification. A transient simulation model of the one-dimensional flat membrane humidifier isestablished. Governing equations of the model include four conservation equations of a water content in membrane, water vapor in a flow channel, liquid water in a wet side flow channel and energy. High-heat high-humidity exhaust gas of a fuel cell stack is used to humidify desiccated low-temperature reaction gas at a humidification inlet, and a water-heat coupling transfer process inside the humidifier, phase change processes among the water vapor, the liquid water and membrane water and a combined humidification function of water and gas are fully considered. The model is based on a display format updating algorithm, the governing equations are solved at a center of each layer, calculation efficiency is high, and sufficient model accuracy can be guaranteed. The membrane humidifier model can realize coupling with the electricity stack, and a perfect humidification system is constructed through setting of boundary conditions to be used as a numerical simulation tool of heat and mass transfer analysis, structure optimization and type selection of a system, and has very high guiding significance for actual product development.
Owner:TIANJIN UNIV

Photo current monitoring device

ActiveCN102185647AMonitoring accuracy and mirror circuit consistency and stability guaranteeNoise and bandwidth impact are smallTransmission monitoring/testing/fault-measurement systemsOptical communicationMirror image
The invention discloses a photo current monitoring device used in high-speed fiber-optical communication, which is characterized by comprising a mirror image circuit and a clamp module, wherein the mirror image circuit consists of two parallel and consistent branch circuits; each branch circuit sequentially consists of a source electrode and a drain electrode of an adjusting pipe and two series resistors; the mirror image circuit further comprises an adjusting module and a clamp module; the adjusting module is used for forming a voltage-stabilizing circuit with the adjusting pipe; and the clamp module is used for clamping voltages at two ends of the mirror image circuit. The circuit integrates voltage-stabilizing bias and mirror image monitoring, thus providing a voltage-stabilizing circuit and a current source for a photodiode and ensuring the working state of the photodiode on one hand, and outputting monitoring current not influencing the photodiode so as to ensure the consistency and stability of the monitoring precision and the mirror image circuit, being capable of realizing muA level current monitoring, simultaneously ensuring enough precision of the photo current detectionin a wide range, and having small influence of a monitoring output end on transimpedance amplifier noise and bandwidth.
Owner:XIAMEN UX HIGH SPEED IC
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