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224results about How to "Verify stability" patented technology

Time series prediction and intelligent control combined online parameter adjustment method and system

The invention discloses a time series prediction-based wavelet neural network online PID adjustment method and a system using the same. The method specifically comprises the steps of initiating the parameters, computing the control parameters and rectifying the online adjustment parameters, computing the control amount, computing or acquiring the system output and computing the prediction result; the system specifically comprises a control decision device, an online adjuster, a control executer, a controlled object, an online predictor, a control perturbation source and a prediction perturbation source; the control decision device is used for realizing the parameter initiation; the online adjuster is used for computing the control parameters and rectifying the online adjustment algorithm parameters; the control executer is used for computing the control amount; the online predictor is used for computing the prediction result; and the control decision device is also used for judging whether the algorithm is finished. According to the method, the wavelet neural network and the classic control method are combined to solve the problem of dependence on the parameter configuration work before the system operates in the control field, so that the control system has the effects of prediction, learning, online parameter optimization and self-adaptation.
Owner:BEIJING UNIV OF TECH

Control method for solving scheduling of operating workshops under complex production environment based on improved genetic algorithm

The invention relates to a control method for solving scheduling of operating workshops under a complex production environment based on an improved genetic algorithm. The control method comprises the following steps: 1) setting an operating workshop scheduling model with a fuzzification parameter and taking the maximized satisfaction for all products and the maximized minimum satisfaction as a target function; 2) solving the target function by adopting the improved genetic algorithm, (2.1) adopting encoding based on working sequence; (2.2) running a G&T algorithm for several times so as to generate an initial group; (2.3) taking the target function as a fitness function for evaluating an individual; (2.4) performing selecting and interlacing operations; (2.5) performing reversal variation; (2.6) combining all groups and continuing to evolve till converging when the individuals of each group are all converged to a certain degree; and (2.7) taking a preset maximum evolving algebra Nmax as a stopping condition, and taking the present best solution as an optimal solution, thereby obtaining a scheme for solving the scheduling of operating workshops under the complex production environment. The control method provided by the invention has the advantages of excellent accuracy, better reliability and strong practicability.
Owner:盐城新咏投资发展有限公司

Early fault determining method for bearing

The invention relates to an early fault determining method for a bearing. The method comprises the steps of cutting an acquired bearing vibration time domain signal into N groups of secondary vibration signals according to the same length; 2, calculating local spectral band energy Mg of each secondary vibration signal, namely, 1) performing frequency domain conversion for each secondary vibration signal; 2) selecting a local spectral band from the whole Hilbert marginal spectrum based on the formula shown in specification as the interval, wherein fp is the bearing fault characteristic frequency calculated based on the bearing structural dimension, and delta f is 2Hz; 3) calculating the local spectral band energy through the formula shown in the specification, wherein h(f) is frequency amplitude in the local spectral band; 3, creating a local spectral band energy sequence through N Mg, wherein the local spectral band energy value of each vibration signal is Mf when the bearing is free of a fault; Mg is not less than the product of K and Mf at M times in the sequence, wherein K is a constant; the characteristic power rate (CPR) is determined according the formula shown in the specification; 4, determining the early fault when the CPR is more than or equal to some constant A.
Owner:CSSC SYST ENG RES INST

Production process full-period intelligent workshop system based on digital twinning technology and solving method

The invention discloses a production process full-period intelligent workshop system based on a digital twinning technology and a solving method. The system comprises a design planning module and a virtual-real synchronization module. The design planning module is used for building virtual components required by the digital twin of the automatic workshop in the virtual component design module, carrying out process design according to actual production requirements, arranging an automatic production line, and verifying a production line planning effect and a control program. The virtual-real synchronization module builds a real production line after verification, collects the operation data of the real production line, transmits the operation data to the data management and storage module, completes the synchronization between the real production line data and the digital twin data, and displays the virtual-real synchronization condition and the operation data, and finally guides the actual production by using the data processing result of the digital twin. The system and method run through the full life cycle of the production line, and production accidents and economic losses caused by design defects can be avoided; the simulation credibility is improved; and feedback control is performed on a real production line, so that major safety accidents and property loss can be effectively avoided.
Owner:DALIAN YAMING AUTOMOTIVE PARTS +1

Full-automatic high-concentration beer dilution ratio mixing machine and mixing method thereof

InactiveCN102827717AReduce the impactAvoiding problems with feedback regulation hysteresisBeer brewingHysteresisHigh concentration
The invention discloses a full-automatic high-concentration beer dilution ratio mixing machine and a mixing method thereof, relating to the technical field of multi-material mixing processes such as biology and wine fermentation engineering, food beverage engineering, bio-pharmaceuticals, fine chemistry industry and chemical engineering. The full-automatic high-concentration beer dilution ratio mixing machine comprises a frame, a PLC (Programmable Logic Controller) control cabinet, a static mixer and a diluting pump, wherein the PLC control cabinet is arranged on the outer side of the frame; the static mixer is arranged above the frame; the diluting pump is arranged at the lower end of the static mixer; and the full-automatic high-concentration beer dilution ratio mixing machine is externally connected with high-concentration beer, deoxygenated water, clean CO2 and a finished beer tank. The mixing method comprises the following steps of: mixing high-concentration beer with deoxygenated water in the diluting pump; and mixing with clean CO2 in the static mixer, and feeding into the finished wine tank. The method is practicable; a mass flow meter is applied, so that a reliable precondition is provided for accurate adding of CO2 into diluted beer; a mathematical model is established, so that reliable basis is provided for accurate adding of deoxygenated water and CO2 into high-concentration beer; an open-ring control principle is applied, so that the phenomenon of incorrect mixture ratio caused by hysteresis of feedback adjustment and detection data distortion in closed-ring control is avoided; and automation control in an entire process is realized, so that the labor strength is greatly lowered, the possibility of human errors is lowered, and the product quality and uniformity are improved.
Owner:ANHUI HUAYI BIOLOGICAL EQUIP TECH

Method for detecting contact pressure between conductive slip ring and conductive brush wire

InactiveCN103674377AAccurate detection of contact pressureVerify stabilityApparatus for force/torque/work measurementContact pressureEngineering
The invention provides a method for accurately detecting the contact pressure between a conductive slip ring and a conductive brush wire. The method comprises the following steps: a cross-shaped sliding table is adjusted; a brush wire component to be detected is mounted on a measuring device, and the cross-shaped sliding table is adjusted in the Y direction to enable the brush wire to be detected to be in correct contact with a circular arc of a measuring head according to the working conditions of a product; a connecting rod of the measuring device is slowly swung to enable the brush wire to be in sliding contact with the circular arc of the measuring head, a measuring head system measures and displays the component force, in the force-measuring direction of a sensor, of the contact pressure between the brush wire and the measuring head in real time, the normal direction of a common tangent at the contact point of the brush wire and the circular arc of the measuring head is consistent with the force-measuring direction of the sensor in the swinging measurement process, and the displayed pressure is the contact pressure between the brush wire and the slip ring. The method can accurately detect the practical contact pressure comprehensively formed by factors including the shape error and mounting position error of the brush wire, the elastic coefficient of a brush wire-slip ring contact pair and the like, so that a scientific method is provided for control and adjustment of the contact pressure between the brush wire and the slip ring, the design requirement for reliability of the contact pressure between the slip ring and the brush wire is effectively guranteed.
Owner:SHANGHAI SPACEFLIGHT INST OF TT&C & TELECOMM

Ultralow-temperature test device suitable for LNG immersed pump

The invention discloses an ultralow-temperature test device suitable for an LNG immersed pump. The ultralow-temperature test device comprises a test storage tank, a circulation storage tank, a suction pipe and a discharge pipe. An inlet of the discharge pipe is inserted in an outlet of the test storage tank in a sealed mode. An inlet of the test storage tank is connected with an outlet of the suction pipe. An inlet of the suction pipe is connected with an outlet of the circulation storage tank. An inlet of the circulation storage tank is connected with an outlet of the discharge pipe. The test storage tank is internally provided with a vibration sensor and an axial displacement sensor. A pump suction port thermometer, a pump suction port pressure meter and an electrical connection sealing piece are arranged on the test storage tank. The discharge pipe is provided with a pump outlet thermometer, a pump outlet pressure meter and a pump outlet flowmeter. A cooling mechanism for cooling test media is arranged in the circulation storage tank. According to the ultralow-temperature test device suitable for the LNG immersed pump, the working condition of the LNG immersed pump during practical application is simulated to conduct performance testing, the performance presentation of the LNG immersed pump in the practical operation process can be evaluated maximally, and the working performance, the safety performance and the stability of the LNG immersed pump are verified.
Owner:WUHAN MARINE MACHINERY PLANT

PLC-control-based virtual simulation experiment method and system for fireworks sorting assembly line

InactiveCN108762188AMeet the needs of practical engineering trainingVerify reliabilityProgramme control in sequence/logic controllersAnimationControl system
The invention discloses a PLC-control-based virtual simulation experiment method and system for fireworks sorting assembly line. The virtual simulation experiment method comprises: step A, establishing a virtual simulation environment for a fireworks sorting assembly line; to be specific, carrying out modeling on a working unit of the fireworks sorting assembly line and carrying out animation simulation on all procedures involved in the working process of the fireworks sorting assembly line; step B, establishing a PLC control system; step C, establishing communication between eh virtual simulation environment of the fireworks sorting assembly line and the PLC control system; and step D, carrying out debugging. According to the invention, the risk of dangerous explosion of the actual fireworks sorting assembly line is eliminated and the needs of actual PLC engineering training by students can be satisfied; the optimal control strategy and plan of the fireworks sorting assembly line canbe determined quickly during the fireworks sorting assembly line modification process; the dependence on the OPC service program of the manufacturer is eliminated; the PLC device from any manufacturercan be selected; and a phenomenon of carrying out designing and debugging again because of changing of a PLC mode or a manufacture factory is avoided.
Owner:湖南商学院

Single-image three-dimensional face reconstruction method and system based on convolutional neural network

The invention provides a convolutional neural network-based single-image three-dimensional face reconstruction method and system. The method comprises the steps: training an improved convolutional neural network model through a training sample set; obtaining a two-dimensional single image of a to-be-reconstructed three-dimensional face, and inputting the two-dimensional single image into the trained improved convolutional neural network model to predict and obtain a face three-dimensional deformation parameter; and obtaining a reconstructed three-dimensional face based on the three-dimensional deformation model according to the three-dimensional deformation parameters and the shape vector and the texture vector of the face in the given two-dimensional image. A VGG-16 network model is improved, and a batch normalization layer is added after output of each convolutional layer and full connection layer, so that the value output in the middle of each layer of the whole neural network is more stable, and finally, the output of the whole network is more stable. And drastic change of output close to an output layer caused by updating of model parameters in the training process is avoided. Through experiments, the stability and fidelity of three-dimensional face reconstruction by the method are verified.
Owner:BEIJING UNION UNIVERSITY
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