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68results about How to "Reduce output error" patented technology

Method for quality inspection of active fault and diagnosis of intelligent fault of engine

The invention discloses a method for quality inspection of active fault and diagnosis of intelligent fault of an engine, which corresponds the symptom of the fault with corresponding frequency for quality inspection of the active fault when the engine is not disassembled. The method specifically comprises the steps of: sequentially loading signals with different frequencies from low frequency to high frequency by a vibrating device to an engine system according to the principle of a relationship between the frequencies and the fault; resonating by the signals with the same frequency; determining the symptom of the fault generated by the signals at the frequency or frequency band; collecting corresponding fault information; extracting the eigenvector of the fault for the collected fault information by a wavelet analysis method as an input eigenvector of inheriting and optimizing wavelet neural network input nodes; and obtaining a network training sample to diagnose on-line measured data. A study sample of the invention has the advantages of easy acquirement, strong pertinence, high accuracy, low cost and the like. An optimized network has the characteristics of good nonlinear mapping and high convergence speed, and can effectively diagnose the fault of the engine.
Owner:TONGJI UNIV

Vector tracking method based on carrier frequency assisted phase

The invention relates to the field of GPS signal tracking in a highly dynamic environment and specifically relates to a vector tracking method for performing comprehensive processing on the medium-frequency signals of various channels of a receiver by use of a centralized filter in such a manner of a frequency locked loop assisted phase locked loop instead of a traditional single tracking loop. The vector tracking method comprises (1) frequency mixing, (2) correlator and discriminator outputting, (3) centralized filtering, and (4) vector tracking based on a carrier frequency assisted phase. The FLL assisted PLL manner is adopted in each tracking channel of the receiver to reduce the output error of the discriminator; comprehensive processing is performed on the measured value information in the various tracking channels by use of the centralized filter; the speed error at the moment K+1 is output by the filter and converted to obtain a carrier frequency corrected value and a code frequency corrected value at the moment K+1; next, the carrier frequency corrected value and the code frequency corrected value are fed back to a carrier voltage-controlled oscillator to regulate local multiple carrier signals.
Owner:HARBIN ENG UNIV

Mine dust concentration measuring device and measuring method thereof

The invention provides a mine dust concentration measuring device which comprises a sensitive element, a control circuit module and an upper computer. The sensitive element comprises inductive type metal electrodes, the control circuit module comprises a measuring circuit, a signal conditioning circuit, an A/D switching circuit and a microprocessor, the sensitive element generates micro electric charge signals on the metal electrodes, the micro electric charge signals are processed through the measuring circuit, the signal conditioning circuit, the A/D switching circuit and the microprocessor in real time and then are transmitted to the upper computer, and the upper computer carries out information preprocessing and feature extraction, sets up a soft measurement model, and then outputs dust concentration measuring signals. The invention further provides a dust concentration measuring method. The mine dust concentration measuring device and the measuring method thereof have the advantages that the defects that measuring errors are large, influences of humidity are obvious, the service life is short and maintenance is inconvenient in an existing mine dust concentration measuring method are overcome effectively, accurate measurement data for coal mine improvement are provided, the borehole operation environment is improved, and the physical health of workers and the safety production of coal mines are protected.
Owner:SHANDONG UNIV OF SCI & TECH

Local voice recognition method based on BP neural network

The invention discloses a local voice recognition method based on a BP neural network. The method comprises the following steps that (1) a user inputs voice, command set mapping pairs of operation and voice are set up, and a BP neural network model is obtained; (2) the user inputs voice, forward-propagation is carried out on voice feature parameters input by the user through the BP neural network, an actual output value of a neural network and all expectation values are compared, if one error value is smaller than a preset error value, the step (3) is executed, if all error values are larger than a preset error value X, the step (4) is executed to obtain the name of a neural network output application program, and the application program is started; (4) the error values are subjected to back propagation to be used as input of the BP neural network to correct weights unit one error value is smaller than X; if conditions are stopped, no error value is smaller than X, the training is over. The local voice recognition method has the advantages that the requirement for database memory space is low, the voice recognition speed is high, and accuracy is high.
Owner:GUANGDONG OPPO MOBILE TELECOMM CORP LTD

Low-offset and fast-response voltage-controlled current source, control method and power circuit applying voltage-controlled current source

The invention relates to a low-offset and fast-response voltage-controlled current source. In the voltage-controlled current source which is realized by adopting an operational amplifier, an input offset voltage which is larger relative to an input reference voltage is reduced to an acceptable range through use of an automatic zeroing method, and the output error of the voltage-controlled current source is reduced. The slew rate of the operational amplifier is improved by adding a sampling hold circuit so as to realize the fast response of a circuit. The low-offset and fast-response voltage-controlled current source is especially suitable for applications, such as an LED driving circuit, requiring fast response. In addition, the input offset is reduced by adopting the automatic zeroing method, the low input offset of the voltage-controlled current source can be realized by adopting a standard CMOS (Complementary Metal Oxide Semiconducotr) process, the change of the input offset along with the changes of temperature, time, illumination and irradiation is unnecessarily considered, and the requirement on layout matching is lower, therefore the production cost and time are reduced.
Owner:SILERGY SEMICON TECH (HANGZHOU) CO LTD

External power supply system

An external power supply system includes an electrical storage device (B), a motor, an inverter that drives the motor by using electric power of the electrical storage device (B), and a control device (50) that controls the inverter. The inverter (21) includes a first switching element and a second switching element connected in series with each other between a positive electrode power supply line (PL2) and a negative electrode power supply line (NL). A connection node of the first switching element and the second. switching element is connected to a corresponding one of stator coils. The control device (50) inputs driving signals to the inverter (21) so as to drive the inverter (21) such that a voltage at the neutral point becomes a predetermined value. The control device (50) compensates for the driving signals in a dead time period, which is a period in which off-state driving signals are supplied to the first switching element and the second switching element, on the basis of a Current that is input from the connection node to the corresponding one of the stator coils or output from the corresponding one of the stator coils to the connection node while an engine is driven.
Owner:TOYOTA JIDOSHA KK

Intelligent programmable-control microcurrent measurement display system

The invention discloses an intelligent programmable-control microcurrent measurement display system, which is characterized by comprising a computer control module, a display module, a communication module, an A/D (analog/digital) conversion module, a microcurrent measurement system programmable control module, a programmable-control current signal amplifying module and a programmable-control filter module. Microcurrent signals to be measured are input to the programmable-control current signal amplifying module, are amplified and then converted into voltage signals, the voltage signals are input to the programmable-control filter module so as to be filtered, the filtered signals are input to the display module through the A/D conversion module and the communication module so as to be displayed, the programmable-control current signal amplifying module, the programmable-control filter module and the A/D conversion module are controlled by the microcurrent measurement system programmable control module, and the computer control module controls the microcurrent measurement system programmable control module through the communication module. The intelligent programmable microcurrent measurement display system is low in manufacturing cost, higher in adaptability and lowered in price resistance to scientific research.
Owner:XIAN JIAOTONG LIVERPOOL UNIV

Decoupling control method of airborne LiDAR attitude angle compensation device

The invention relates to a decoupling control method of an airborne LiDAR attitude angle compensation device. In order to compensate effects on airborne laser radar measurement point cloud imposed byhelicopter-borne platform attitude angle change, an attitude angle compensation device is designed. The device is a tri-axle turntable, and there is control coupling, so a decoupling control method isprovided. The method comprises steps of firstly, establishing a mathematical model of an attitude angle compensation device dynamic system and proving the reversibility of the attitude angle compensation device dynamic system; then, establishing a neural network inverse system model of the attitude angle compensation device dynamic system, acquiring neural network learning data and carrying out offline training on the neural network; then, comparing output of the neural network inverse system with an expected input value, and sending the differential value into a feedforward controller to beused for correcting a control voltage signal of the attitude angle compensation device dynamic system; and finally, by combining a fuzzy-PID controller of a closed-loop feedback loop, forming a feedforward-feedback composite controller. Thus, real-time decoupling of the attitude angle compensation device dynamic system is achieved, control precision and anti-interference are improved and dynamic control performance is improved.
Owner:SHANDONG UNIV OF TECH

Phase angle amplitude PID adaptive method based on BP neural network for three-dimensional magnetic property measurement

The invention discloses a phase angle amplitude PID adaptive method based on three-dimensional magnetic characteristic measurement of BP neural network. In the process of signal processing, adopting afrequency domain approach, compared with the time domain method, the harmonics are decomposed into frequency domain, the amplitude and phase angles are independently closed-loop controlled, as the amplitude is traversed to minimize the error between the output voltage and the desired voltage, then the phase angle is found to minimize the output error, PID can quickly find the appropriate amplitude and phase angle, so that the output waveform vector in three directions is a standard spherical or ellipsoidal after synthesis, so that the actual waveform can quickly and accurately approximate thedesired waveform. When the excitation frequency and amplitude change, the weights of the hidden layer and the output layer of the neural network change correspondingly, so that the PID parameters canbe adaptively changed with the feedback adjustment process of the waveform, so that the rapidity and accuracy of the magnetic measurement process are greatly improved, and the response time is greatly reduced.
Owner:HEBEI UNIV OF TECH

Satellite communication in motion attitude detection device and method

The invention discloses a satellite communication in motion attitude detection device and method. The device comprises satellite communication in motion, a microprocessor, an attitude detection moduleand a complementary filter, the attitude detection module comprises an X-axis attitude detection module, a Y-axis attitude detection module and a Z-axis attitude detection module; the method comprises the following steps of three-axis coordinate system building and attitude detection module layout, real-time information collection and uploading, satellite communication in motion three-axis weighted fusion angular velocity value obtaining, satellite communication in motion attitude angle obtaining and satellite communication in motion attitude angle correction. Accordingly, design is reasonable, by means of fusion of multiple micromechanical gyroscope homologous sensors and fusion of micromechanical gyroscope and accelerometer heterogenous sensors, the satellite communication in motion attitude can be accurately obtained, the cost is low, the reliability is high, the precision is high, and the practicability is high.
Owner:XIAN DAHENG TIANCHENG IT CO LTD

Intelligent granary management and control method based on machine learning and terminal

The invention discloses an intelligent granary management and control method based on machine learning and a terminal. The method comprises steps of obtaining a to-be-predicted input factor of the intelligent granary, sending the to-be-predicted input factor to a granary analysis decision model to obtain a personnel scheduling strategy, the granary analysis decision model comprising a feedforwardmodel established by using a multi-layer feedforward neural network trained by an error back propagation algorithm, and the personnel scheduling strategy comprising sampling inspection personnel, sampling inspection objects and sampling inspection time. According to the invention, the historical data is learned to obtain the granary analysis decision model, and the output error of the network is continuously reduced by adopting the feedforward model established by the multi-layer feedforward neural network trained by the error back propagation algorithm, so that a finer prediction and traceability result is presented; the optimal manual scheduling strategy is found on the basis of the model, so that an intuitive, clear and effective means is provided for personnel allocation for grain management of government grain departments and storage enterprises, and optimal manual scheduling is realized.
Owner:FUJIAN REIDA PRECISION

High-precision program-controlled direct-current resistance box and resistance correction method

The invention provides a high-precision program-controlled direct-current resistance box and a resistance correction method. The high-precision program-controlled direct-current resistance box comprises a controller, a keyboard module, a display module, a resistance network module and a motion control module; the keyboard module is connected with the input end of the controller, the keyboard inputmodule is provided with a keyboard, and the keyboard is used for inputting a resistance value; the display module is connected with the output end of the controller, and the display module is provided with a display screen; the resistance network module is provided with at least one rotary rheostat , and a rotary rheostat is provided with an adjusting rotary handle; the motion control module is connected with the controller, the motion control module is connected with motors, the number of the motors is the same as that of the rotary rheostats in the resistance network module, and the motorsare in transmission connection with the adjusting rotary handle; the resistance value can be adjusted instead of manual work, the adjusting speed is high, the accuracy is high, and the use efficiencyis improved; according to the resistance correction method, the output error of the resistance box can be reduced, and the precision of the resistance box is improved.
Owner:鹤壁盛源科技有限公司

A nitrogen oxide sensor controller

The invention discloses a nitrogen oxide sensor controller. The nitrogen oxide sensor controller comprises a heater resistance measuring circuit, a micro-control unit, a heating driving circuit, a first pump current detection circuit, a second pump current detection circuit, a third pump current detection circuit, a first pump voltage control circuit, a second pump voltage control circuit and a third pump voltage control circuit. The sensor heater resistance is measured by the heater resistance measuring circuit, and the control and the detection of pumps are achieved by the three independentpump voltage control circuits and the three independent pump current detection circuits. A microcontroller conducts operation treatment on acquired heater resistance signals and acquired pump currentdetection signals, and heating control signals, pump voltage control signals, output oxygen concentration signals and nitrogen oxide concentration signals are obtained. By the adoption of the nitrogenoxide sensor controller, the accurate measurement of the heater resistance of a nitrogen oxide sensor is achieved, the temperature control accuracy of the sensor is improved, the control over pump units of the nitrogen oxide sensor and the accurate measurement of the pump current signals are achieved on this basis, and the accuracy of detection conducted by the nitrogen oxide sensor on the concentration of oxygen and the concentration of the nitrogen oxide in the automobile exhaust gas is improved.
Owner:HUAZHONG UNIV OF SCI & TECH +1

Rolling mill main transmission system output feedback control method considering input limitation

The invention discloses a rolling mill main transmission system output feedback control method considering input limitation. The method comprises the following steps that S1, establishing a kinetic model of a rolling mill main transmission system; S2, designing a high-gain extended state observer, and obtaining estimated values of a system state and total disturbance; S3, introducing a performancefunction, and constraining transient and steady-state performances of a rolling mill rotating speed tracking error; and S4, according to the estimated values of the system state and the total disturbance obtained in the step S2, formulating an output feedback control strategy for the rolling mill main transmission system constrained by the performance function, and under the condition that inputis limited, converging the roller rotating speed tracking error into a preset area. According to the method, the transient performance of the system can be optimized, the convergence rate can be increased, the steady-state performance of the system can be guaranteed, the control precision can be improved, through the design of an observer, interference accurate estimation and compensation under the output feedback meaning are achieved, and the robustness of the whole system is improved.
Owner:YANSHAN UNIV
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