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454 results about "Error feedback" patented technology

Permanent magnet synchronous motor (PMSM) servo system control method based on fuzzy and active disturbance rejection control

The invention relates to a PMSM servo system control method based on fuzzy and active disturbance rejection control. A position signal is given by a differential tracker to arrange a transition process so that the contradiction between rapidness and overshoot of a system is solved, and uncertainty, friction torques and external disturbance due to modeling errors of the system are observed via an expansion state observer; according to the error between the differentials generated by the differential tracker and state variation generated by the expansion state observer, a fuzzy inference rule is obtained with application of experimental experience of technical staff, so that a fuzzy rule control table of an error proportion coefficient, a differential coefficient and an integration coefficient is established; accurate control amount is obtained after de-fuzzification, so that parameter self-adaptive adjustment of a nonlinear error feedback control law is realized; and compensation amounts of the nonlinear error feedback control law and the expansion state observer to the total disturbance forms the control amount, thereby realizing optimal control for an controlled object. The method of the invention improves both tracking precision and disturbance rejection capability of the system.
Owner:HUNAN UNIV

Method and device for controlling speed of permanent-magnet synchronous motor

The invention discloses a method and a device for controlling speed of a permanent-magnet synchronous motor. The method includes that an active-disturbance-rejection control technology is adopted for a speed ring, speed setting and a speed detection value are taken as input of a first-order active-disturbance-rejection controller, a tracking differentiator reasonably arranges a transition process, an extended state observer observes an actual value of rotating speed of the motor, estimates total disturbance of a system and acquires output of the speed ring through a nonlinear state error feedback control ratio, a load torque observer is designed through detection values of a current and the speed, and observed load torque through output of a feedforward controller and the active-disturbance-rejection controller is taken as reference input of a quadrature-axis current. The method carries forward characteristics of overshoot freeness, high disturbance rejection capacity, good robustness and the like of the permanent-magnet synchronous motor in speed control in the active-disturbance-rejection control technology, and compensation is performed on the problem of load disturbance, so that the problem of fluctuation of the rotating speed under the circumstance of load disturbance is improved.
Owner:SHANDONG UNIV

Improved active-disturbance-rejection position controller for direct current (DC) motor, and design method of improved active-disturbance-rejection position controller

The invention discloses a structure and a design method of an improved active-disturbance-rejection position controller for a direct current (DC) motor; the DC motor is taken as a controlled object, and an output position signal is taken as a controlled variable; the controller mainly consists of four parts, i.e., a tracking differentiator, a nonlinear state error feedback part, an extended state observer and a disturbance compensation part. The improved active-disturbance-rejection position controller is mainly used to improve a fal function in a nonlinear function in the extended state observer, and the fal function is used to determine the tracking performance of the extended state observer and the controller; the concrete improvement measure is adding a linear feedback area into non-linear feedback; therefore, the problem that in the traditional method, timely control cannot be realized when the system error is too large and the gain is too low can be solved on the basis of guaranteeing system stability. By comparing simulation lines obtained before and after the improvement for the controller, the structure and the design method which are provided by the invention are proved to accelerate the output signal response speed under the condition that the position error of the DC motor is larger, thus improving the integral control performance of a system.
Owner:NANJING UNIV OF POSTS & TELECOMM

Multi-line array laser three-dimensional scanning system and method

The invention provides a multi-line array laser three-dimensional scanning system and method. Accurate synchronism and logic control of the multi-line array laser three-dimensional scanning system can be achieved through an FPGA, a line laser unit array serves as a projection pattern light source, trigger signals are sent to a stereoscopic vision image sensor and the line laser unit array through the FPGA, an upper computer receives image pairs shot by the stereoscopic vision image sensor, laser line array patterns in the image pairs are subjected to encoding, decoding and three-dimensional reconstruction, three-dimensional reconstruction and matching alignment of three-dimensional feature points between different moments are conducted on surface feature points of an object to be measured, and matching calculation is subjected to prediction and error correction through an optical tracking technology. The system and method are used for registration and connection of time domain laser three-dimensional scanning data, meanwhile, measuring error grades are evaluated in real time and fed back to an error feedback controller for adjusting indication, and therefore laser three-dimensional scanning with low cost and high efficiency, reliability and accuracy is completed accordingly.
Owner:BEIJING TENYOUN 3D TECH CO LTD

Calcination predictive control system and method for rotary cement kiln

InactiveCN102629104AStable temperatureTaking into account energy consumption per unit of productionRotary drum furnacesAdaptive controlData informationClosed loop
The invention relates to a calcination predictive control method and a calcination predictive control system for a rotary cement kiln. The method comprises the following steps of: (1) acquiring field data of the calcining process of the rotary cement kiln and classifying the field data; (2) respectively carrying out model identification on the data and organically combining the data to establish a prediction model; (3) carrying out prediction on historical and future data information on the calcining process by the prediction model to obtain an output of the calcining process and outputting error feedback correction by utilizing the model to obtain a closed-loop prediction output of the calcining process; and (4) according to the closed-loop prediction output and a reference output trace,constructing a non-linear target function and carrying out solution of a optimal solution on the target function by using a sequential quadratic programming method to obtain a predicted value of the calcination controlling quantity. The system comprises an intelligent detection instrument and an actuator which are connected with the rotary cement kiln, a data storage device and an upper computer,wherein a calcination predictive control algorithm is embedded in the upper computer. The calcination predictive control method and the calcination predictive control system for the rotary cement kiln can be suitable for the dynamism of the calcining process of the rotary cement kiln and the coupling, nonlinearity and obsoleteness between multiple variables, and obtain good control effect.
Owner:YANSHAN UNIV

Multi-source and multi-label text classification method and system based on improved seq2seq model

The invention belongs to the technical field of natural language processing text classification, in particular to a multi-source multi-label text classification method based on an improved seq2seq model and a system thereof. The method comprises the following steps: data input and pretreatment, word embedding, encoding, encoding and splicing, decoding, model optimization and prediction output. Themethod of the invention has the following beneficial effects: adopting a seq2seq depth learning framework, constructing a plurality of encoders, and combining the attention mechanism to be used for atext classification task, so as to maximize the use of multi-source corpus information and improve the classification accuracy of the multi-label; In the error feedback process of decoding step, according to the characteristics of multi-label text, an intervention mechanism is added to avoid the influence of label sorting, which is more in line with the essence of multi-label classification problem. The encoder adopts the circulating neural network, which can learn according to the time step effectively. The decoding layer adopts one-way loop neural network and adds attention mechanism to highlight the learning focus.
Owner:广州语义科技有限公司

Ship track active-disturbance-rejection control method based on slip form of multi-modal nonsingular terminal

The invention provides a ship track active-disturbance-rejection control method based on the slip form of a multi-modal nonsingular terminal. The method includes the steps of constructing an expectedship heading equation according to navigational parameters of a ship, deducing a discretization nonlinear structural model of a two-order differentiator, processing expected ship heading signals in the expected ship heading equation to obtain expected ship heading differential signals required for controlling the rudder angle by the control law, obtaining the output rudder angle on the basis of the switchable error feedback control law, constructing an expanded state observer in combination with the error feedback control law, tracking the output deviation according to the expanded state observer, estimating the heading angle and inner and outer disturbance errors controlled by the control law, and feeding the heading angle and the inner and outer disturbance errors back into the control law. By improving the expanded state observer, a linear function and a nonlinear function can be switched in real time; the switchable segmented slip form face is designed; through the segmented slip form face, the switchable error feedback control law is designed, and the under-actuated ship track control is well realized.
Owner:SHANGHAI MARITIME UNIVERSITY

Multi-wire array-laser three-dimensional scanning system and multi-wire array-laser three-dimensional scanning method

The invention provides a multi-wire array-laser three-dimensional scanning system and a multi-wire array-laser three-dimensional scanning method. In the system, through a programmable gate array FPGA, accurate synchronization and logic control of the multi-wire array-laser three-dimensional scanning system can be realized. A wire laser array is used as a projection pattern light source. Through the FPGA, trigger signals are sent to a stereo vision image sensor, an inertial sensor and the wire laser array. An upper computer receives an image pair shot by the stereo vision image sensor, and carries out coding, decoding and three-dimensional reconstruction on a laser wire array pattern in the image pair. The three-dimensional reconstruction and three-dimensional characteristic point matching and aligning are performed on a characteristic point of a measured object surface. A mixing sensing positioning technology is used to carry out prediction and error correction on matching calculation, which is used for registration and splicing of time-domain-laser three-dimensional scanning data. Simultaneously, measurement error grade assessment is performed in real time and an assessment result is fed back to an error feedback controller so that an adjusting indication is obtained. Therefore, laser three-dimensional scanning with low cost, high efficiency, high reliability and high precision is realized.
Owner:BEIJING TENYOUN 3D TECH CO LTD

Posture measuring method and terminal equipment

The invention belongs to the technical field of navigation posture measurement, and provides a posture measuring method and terminal equipment. The posture measuring method comprises the following steps: initializing state quantity of Kalman filtering according to a gyroscope, an accelerometer, a magnetometer or external course information; constructing state equations of the Kalman filtering, andpredicting posture information of a carrier and errors of sensors; constructing measuring equations, outputting an roll angle and a pitch angle of horizontal posture with the accelerometer, performing measuring and updating, and adjusting a measuring variance matrix in a self-adapting manner according to the motion condition of the carrier; constructing measuring equations of a course angle, performing measuring and updating on the course of an AHRS system through the magnetometer or the external heading information; according to the output of the accelerometer, determining the motion condition of the carrier, and determining a feedback strategy of null bias error of the gyroscope. According to the posture measuring method disclosed by the invention, original output of the gyroscope is amended by the estimated null bias error feedback of the gyroscope, the problem that the conventional AHRS system cannot provide accurate and reliable information for resolution of the posture of the carrier can be solved.
Owner:MT MICROSYST

Method for controlling servo system of active disturbance rejection control technology

The invention provides a method for controlling a servo system of an active disturbance rejection control technology, and aims to provide a method which has a simple algorithm, wide parameter adaptability and small servo system tracking dynamic error, and keeps the disturbance rejection capability of an automatic disturbance rejection controller (ADRC) control system. The method is realized through the following technical scheme that: firstly, a command differentiator ComD is substituted for a tracking differentiator TD which is arranged for a transition process of a standard active disturbance rejection control algorithm, and extracts a new location command value w1, a new speed command value w2 and a new acceleration command value w3; an extended state observer ESO in the standard active disturbance rejection control algorithm is continuously adopted, and calculates a system location observation value z1, a speed observation value z2 and an acceleration observation value z3; and w1 and z1 form a location error e1, w2 and z2 form a speed error e2, e1 and e2 are sent to a nonlinear state error feedback regulator (NLSEF), w3 and the output u0 of the NLSEF are added, w3 is taken as a feedback value, so the servo system of the improved active disturbance rejection control technology is formed.
Owner:10TH RES INST OF CETC

In-process evaluation based complex spatial surface error feedback compensating method

The invention discloses an in-process evaluation based complex spatial surface error feedback compensating method. The method comprises the following steps of processing a complex surface cutting force module through a ball-end cutter, performing dynamic compensation for a target cutter location point for workpiece pre-processing; performing in-process detection for the pre-processed workpiece to obtain geometrical information of an actual contour; evaluating error for the pre-processed workpiece through a contour degree error evaluation model; when the contour error is greater than tolerance, determining a compensation point position U1 corresponding to each contact point; guiding the compensation point position corresponding to each contact point to three-dimensional CAD (Computer-Aided Design) to obtain a compensating process contour to generate a compensating processing tool track; and performing static compensation and processing for the pre-processed workpiece and finishing the flow. Under the premise of ensuring the processing precision of part surface, the processing precision of the part is detected in process without investing fund to purchase more detection devices, so that the conveying and loading time of workpieces is shortened.
Owner:TIANJIN SAIXIANG TECH
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