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63results about How to "Enough sensitivity" patented technology

APT attack detection method based on deep belief network-support vector data description

The invention discloses an advanced persistent threat (APT) attack detection method based on deep belief network-support vector data description. A deep belief network (DBN) is used for feature dimension-reduction and excellent feature vector extraction; and support vector data description (SVDD) is used for the data classification and detection. At a DBN training state, the feature dimension-reduction is performed by using the DBN model after obtaining a standard data set; a low-level restricted Boltzmann machine (RBM) receives simple representation transmitted from the low-level RBM by usingthe high-level RBM so as to learn more abstract and complex representation after performing the initial dimension-reduction, and back propagation of a back propagation (BP) neural network is used forrepeatedly adjusting a weight value until the data with excellent feature is extracted. The data processed by the DBN is divided into a training set and a testing set, and the data set is provided for the SVDD to perform training and identification detection, thereby obtaining the detection result. The attack detection method disclosed by the invention is suitable for the unsupervised attack datadetection with large data size and high-dimension feature, is fit for the APT attack detection and can obtain an excellent detection result.
Owner:SHANGHAI MARITIME UNIVERSITY

Method for measuring residual quantity of chloramphenicol in propolis by using high performance liquid chromatography tandem mass spectrum

The invention relates to a method for measuring the residual quantity of chloramphenicol in propolis by using a high performance liquid chromatography tandem mass spectrum. At present, a measuring method with low detection cost and detection limit reaching 0.1mu g/kg is not found. The method comprises work procedures of standard solution preparation, standard curve preparation, propolis sample solution preparation and chloramphenicol residual quantity detection, wherein the work procedure of propolis sample solution preparation comprises the following steps of: adding 1mol/L NaOH solution to dissolve a propolis sample; diluting with water to dilute a target object in the propolis sample; acidizing with HCLO4 so as to precipitate propolis components in the propolis sample; adjusting the pH value of filtrate of the propolis sample solution to be 10.5 with the 1mol/L NaOH solution; and finally measuring the residual quantity of chloramphenicol in the propolis sample solution through a high performance liquid chromatography and a trebling quadrupole rod tandem mass spectrum. The invention has low detection cost and high detection efficiency, the detection limit energy reaches 0.1mu g/kg, the quantitation limit is 0.3mu g/kg and the linear correlation coefficient is 0.9999.
Owner:杭州蜂之语蜂业股份有限公司

Pilot protection method suitable for T-type wiring transmission line

The invention discloses a pilot protection method suitable for a T-type wiring transmission line, which is characterized in that: (1) a fast start element: the absolute value of the difference of ik, i<k-N> is more than the sum of the product of Ks and the absolute value of the difference of i<k-N>, i<k-2N> and Imk, wherein N is the number of sampling points of each period, and Imk is a fixed threshold, when any phase in the three-end current of the T-type wiring transmission line meets the conditions, the fast start element acts; and (2) protection action judgment conditions: the absolute value of delta Ucd is less than the product of Krel, Zc and the absolute value of delta Icd; and the absolute value of Icd is more than Iset, wherein delta Ucd is equal to the sum of delta Um, delta Un and delta Up; delta Icd is equal to the sum of delta Im, delta In and delta Ip, Icd is equal to the sum of Im, In and Ip; the delta Um, delta Un and delta Up and delta Im, delta In and delta Ip are the failure voltage component and the failure current component at the m, n, p buses of the T-type wiring transmission line; Im, In and Ip are the steady-state current passing through the m, n and p buses, Krel is a reliability coefficient, ZC is the equivalent capacitance of the line, Iset is a current set value, and Icd is the steady-state differential current of the three-end transmission line. Through the method, the pilot protection sensitivity of the T-type wiring transmission line is not affected by the fault current and through current, and the sensitivity is improved.
Owner:XJ ELECTRIC +1

Two-way beam multi-axis force sensor

The invention relates to a two-way beam multi-axis force sensor, wherein, the elastic element of the sensor is of a symmetrical beam structure; an upper bearing and connecting surface and a lower bearing and connecting surface are toroidal bodies and have the same structure; the lower side of the upper bearing and connecting surface is equipped with a Y-directional stress surface with a rectangular section, and the rectangular section is in transition connection with the upper bearing and connecting surface through an circular arc; the upper side of the lower bearing and connecting surface is equipped with an X-directional stress surface with a rectangular section, the X-directional stress surface is vertically arranged with the Y-directional stress surface in a crossing manner, and the rectangular section is in transition connection with the lower bearing and connecting surface through an circular arc; and a torque MZ stress surface with a round section is arranged between the X-directional stress surface and the Y-directional stress surface and is in transition connection with the directional stress surfaces though circular arcs. The two-way beam multi-axial force sensor improves other axial anti-loading section coefficients under the action of the main shaft load, thus improving the anti-loading capability of the sensor and the anti-interference capability while measuring; and an integrated multi-section structure eliminates the measurement errors caused by factors such as processing, assembly, interchange and the like of combined parts.
Owner:SHANGHAI INST OF TECH

Device and method for detecting crisp and rotten defects of composite insulator core rod

The invention relates to the technical field of insulator core rod detection, and discloses a composite insulator core rod crisp and decay defect detection device and a detection method thereof.The detection device comprises a knocking rod, an acoustic sensor is arranged at the end of one side of the knocking rod, the detection device further comprises a computer, and the acoustic sensor is in electrical communication connection with the computer; the method further comprises the following steps that a knocking point is selected on the detected composite insulator core rod, a knocking rod is used for knocking, the detected composite insulator core rod generates vibration after being knocked, the vibration drives surrounding air, the surrounding air is spread in the air in the form of sound waves, the acoustic sensor generates an electric signal under the influence of the sound waves, and the electric signal is transmitted to the detected composite insulator core rod. The electric signal is sent to a computer, the computer processes and calculates the electric signal sent by the acoustic sensor, and meanwhile, the computer generates a diagnosis model and carries out crisp and decay defect diagnosis on the detected composite insulator core rod according to data calculated by the computer; the method has the characteristics of accurate detection result and simplicity in operation.
Owner:MAINTENANCE BRANCH OF STATE GRID FUJIAN ELECTRIC POWER +1

Input-current-based method for diagnosing open-circuit fault of diode of subway rectifier set

The invention provides an input-current-based method for diagnosing an open-circuit fault of a diode of a subway rectifier set. The method comprises: inputted three-phase alternating currents of fourrectifier bridge grid sides of a rectifier set are collected in real time to obtain three-phase alternating current signals inputted by the four rectifier bridge grid sides; a maximum value of absolute values of all alternating current signals at a current sampling time during the alternating-current power-frequency period is calculated; all sampling current signals during the power-frequency period in which the current sampling time is located are normalized, accumulated summation is carried out, calculation is carried out to obtain a normalized sum value of 12 inputted alternating current signals; and if the normalized sum value of alternating current signals during the continuous five periods exceed a positive threshold Sup or a negative threshold Sdown, occurrence of an open-circuit fault at a diode of a lower bridge arm or upper bridge arm of a corresponding phase of the corresponding rectifier bridge is determined. Therefore, the open-circuit fault of the diode can be detected and the positioning of the fault diode is realized; maintenance is carried out timely and conveniently; and losses increasing and accident occurrence are avoided.
Owner:SOUTHWEST JIAOTONG UNIV

Self-adaption braking method for regional networked differential protection

The invention relates to a self-adaption braking method for regional networked differential protection (DP). The method comprises the following steps: creating an association link table of each network node according to connection relationships of other network nodes in DP associated with each network node in a regional network; collecting status quantity information and analog quantity information transmitted by each breaker, and calculating a variable quantity of the current of each network node; selecting the network node with the maximum variable quantity of the current as a fault point if an abnormal variation of the current of the network node is detected; acquiring the number of the network nodes associated with the fault point in the association link tables of the network nodes, and adaptively performing main back-up protection on the fault point to select a braking equation according to the numerical value; and if the equation is met, performing protection actions and tripping associated breakers off. In the method, different braking equations and braking coefficients are selected for protected objects adaptively according to the number of the network nodes in the DP, thereby ensuring enough sensitivity in different situations. In addition, no person is needed to participate in setting.
Owner:XJ ELECTRIC +2
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