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139 results about "Nonlinear coupling" patented technology

Method for controlling stability of vehicle based on vertical load distribution of tire

InactiveCN102407846AImprove stabilityInhibition of sideslipCornering forceEngineering
The invention discloses a method for controlling the stability of a vehicle based on vertical load distribution of a tire. The control method comprises the following steps of: 10, giving steering input out by a driver, estimating motion state information and ideal state information of the vehicle by using a finished vehicle model and a finished vehicle reference model, and judging whether the vehicle is positioned in a stable state or not by the comparison of vehicle information; 20, inputting tracking errors of the vehicle into a proportion integration differentiation (PID) controller, and acquiring an active force feedback of a suspension frame by a corresponding PID control algorithm; and 30, after feedback control is received by the vehicle, redistributing a vertical load of the tire of the vehicle to generate calibration yawing moment so as to restrain the sideslip of the vehicle and improve the stability of the vehicle. In the method, the vertical load of the tire is distributed by the active force of the suspension frame; the calibration yawing moment is generated due to a nonlinear coupling relationship between the vertical load of the tire and cornering force; therefore, yawing motion of the vehicle is controlled, the sideslip of the vehicle is restrained, and the lateral stability of the vehicle is improved.
Owner:UNIV OF SHANGHAI FOR SCI & TECH

Coordinated turning control method for tailless air vehicle on basis of fusion of multiple controllers

The invention discloses a coordinated turning control method for a tailless air vehicle on the basis of fusion of multiple controllers and belongs to the technical field of automatic control over air vehicles. According to the coordinated turning control method for the tailless air vehicle on the basis of the fusion of the multiple controllers, the controllers are divided into inner ring controllers and outer ring controllers, wherein robust self-adaptive nonlinear inverse controllers are used as main controllers by the inner ring controllers, H<8> times optimum controllers are used as compensators by the inner ring controllers, and nonlinear inverse controllers are adopted by the outer ring controllers. According to the kinematics characteristics of the tailless air vehicle in the turning process, multiple control methods are fused, and therefore the problems, such as nonlinear coupling, heading static instability and uncertain disturbance, existing in the turning process of the tailless air vehicle are solved. The tailless air vehicle can complete coordinated turning stably, accurately and rapidly by adopting the control mode that the multiple controllers are coordinated and combined.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Totally-blind digital speech authentication method

The invention discloses a totally-blind digital speech authentication method, which comprises the following steps: (1) performing framing treatment on a speech signal to be judged; (2) dividing each frame signal into K sections, and performing mean value processing on various sections of values; (3) performing FFT transformation on various sections of data of various frames, and solving double spectral values of the various frames of data; (4) making a double spectral contour diagram through the double spectral estimate values of the various frames of data, which are obtained by smoothing; (5) judging whether nonlinear coupling exists through the double spectral contour diagram of the frame speech signals; (6) judging whether the falsified frame speech signal which is determined for the first time needs the secondary determination of more precise falsified position; and (7) performing more fine framing on the falsified frame speech signal requiring secondary determination, repeating the steps from (2) to (6), and determining more accurate falsified position of the frame speech signal. The method can effectively judge whether the digital speech signal is falsified and determine the falsified position of the digital speech signal under the condition of the deficiency of an authentication message of digital watermarking or digital signature, and does not need to embed any data into the speech signal in advance in the authentication process.
Owner:SHANGHAI UNIV

A method and a device for constructing a physical model of a thermodynamic system

The embodiment of the invention provides a method and a device for constructing a physical model of a thermodynamic system. The method comprises the following steps: thermal resistance, thermomotive force and / or an energy source are introduced to construct an equivalent energy flow model of each independent component of the thermodynamic system; the equivalent energy flow model of each independentcomponent is connected through the corresponding isothermal point, and the whole equivalent energy flow model of the thermodynamic system is constructed; Using Kirchhoff's law, the control equationsof energy flow model are established; the dynamic drag equilibrium equations of the working fluid flow process in the thermodynamic system are established; constraint equations between pressure and temperature of working fluid are established; the physical model of the thermodynamic system is constructed by combining the above equations. The method and the device for constructing the physical model of the thermodynamic system provided by the embodiment of the invention effectively combine the visual angle of the energy flow and the working fluid flow analysis, not only reducing the number of the control equations of the model, but also effectively solving the nonlinear coupling relationship among the system variables, and providing convenience for the subsequent model solution.
Owner:TSINGHUA UNIV +1

Hydro-thermal generator set combination optimization scheduling method based on mixed integer programming

The invention discloses a hydro-thermal generator set combination optimization scheduling method based on mixed integer programming. The method comprises a step of obtaining the basic data of a single hydropower station, wherein the basic data comprises a reservoir water amount, a limit value of the reservoir water amount and a limit value of power generation flow, a step of carrying out piecewise linearization on a nonlinear constraint condition in the constraint conditions of a single hydropower station optimization scheduling model, a step of solving the single hydropower station optimization scheduling model which allows a target function F to be minimal according to a constraint condition which is subjected to piecewise linearization, a linear constraint condition of the single hydropower station optimization scheduling model and the basic data of the single hydropower station, and a step of determining a hydro-thermal generator set combination optimization scheduling model according to the single hydropower station optimization scheduling model which allows the target function F to be minimal. According to the method, the direct solution of a non-convex nonlinear problem of the nonlinear coupling of variables in time and space is avoided, and the operation efficiency of a power system is improved.
Owner:ELECTRIC POWER RESEARCH INSTITUTE OF STATE GRID QINGHAI ELECTRIC POWER COMPANY +1

Method for simulating aircraft rock movement with RANS/LES (Reynolds average numerical simulation)/LES (large eddy simulation) mixing technique

The invention discloses a method for simulating aircraft rock movement with an RANS/LES (Reynolds average numerical simulation)/LES (large eddy simulation) mixing technique, and aims to solve the problem about self-excitation rock movement under the condition that wide-range separated flow of an aircraft cannot be accurately simulated in the prior art. The method mainly comprises steps as follows: a length scale of a turbulence model is appropriately corrected on the basis of a conventional unsteady RANS method, and DES (detached eddy simulation) methods are constructed; tightly coupled solution of a flow field governing equation and a rigid body motion equation is realized in the dual-time-step pseudo time iteration process with adoption of a prediction-correction algorithm, and the changing course of aerodynamic parameters and motion parameters of the aircraft with time is obtained. On the premise that certain computational efficiency is guaranteed, self-excitation rock motion of the aircraft under the complicated flowing condition is more accurately simulated, and an effective means is provided for nonlinear coupling property evaluation of aerodynamic motion/movement of the aircraft.
Owner:INST OF HIGH SPEED AERODYNAMICS OF CHINA AERODYNAMICS RES & DEV CENT

Redundant drive vehicle dynamics control distribution method

The invention discloses a redundant drive vehicle dynamics control distribution method, and aims at solving the problem on the control distribution of constrained redundant drive vehicle dynamics. According to the redundant drive vehicle dynamics control distribution method disclosed by the invention, an expected generalized force / torque of a vehicle is determined based on a sliding mode variable structure control, an optimal distribution relationship between the expected generalized force / torque decided by an upper controller and a wheel slip ratio as well as a sideslip angle is established based on an improved fixed-point square control distribution method, priority levels of control tasks are designed based on driving and operating conditions of a vehicle, and a wheel slip ratio and side slip angle joint tracking controller is designed based on an integral sliding mode control, to coordinate and control a steering / driving / braking system of the automobile and ensure each wheel to move according to an expected slip ratio and slip angle. The invention mainly combines a control distribution method and a redundant drive vehicle dynamics system, a nonlinear coupling constraint to tire side longitudinal side force is taken into consideration, stability domain of a vehicle system is expanded, and system safety and reliability are improved.
Owner:CHANGCHUN UNIV OF TECH

Method for detecting early fault of bearing through secondary phase coupling and improved bi-spectrum algorithm

InactiveCN108120598AStable and reliable detection abilityAvoid Bearing AccidentsMachine bearings testingStatistical analysisNonlinear coupling
The invention discloses a method for detecting an early fault of a bearing through a through secondary phase coupling and improved bi-spectrum algorithm, and the method comprises the following steps:obtaining a resampling signal sequence; calculating the resampling signal sequence through an improved bi-spectrum model of secondary phase coupling detection; and carrying out the detection analysisof the early faint defect feature component of the bearing. The method starts from the coupling effect between a fault behavior and a dynamic behavior of a system, combines with the advanced signal processing theory and method for the exploration of a detection method for the early fault features of a rolling bearing, and aims at recognizing a bearing fault at an early stage through a vibration signal, the nonlinear coupling effect with consideration to the fault impact, and improved higher-order statistical analysis. The method has the stable and reliable detection capability for the detection of the early faint fault of the bearing, enables a bearing fault to be timely found, and avoids a bearing accident. The method is wide in application range, and can be used for the detection and tracking of early faults of bearings in various types of transmission systems.
Owner:胡文扬

Finite element prediction method of electrode-containing ferroelectric single crystal based on phase-field method analysis

ActiveCN104361167AClear understanding of failure behaviorSimple processSpecial data processing applicationsMulti fieldSingle crystal
The invention discloses a finite element prediction method, under the action of force-electricity-heat multi-field coupling, of electrode-containing ferroelectric single crystal based on phase-field method analysis. The method comprises the following steps of establishing a new phase-field model with the multi-field coupling based on a Landau theory and an expansion interface model; obtaining the model establishment and the grid division of the electrode-containing ferroelectric single crystal by using ANSYS finite element software, and extracting node information and unit information; importing the obtained node information, the obtained unit information and considered different boundary condition information, and realizing a solution to the force-electricity-heat nonlinear coupling problem of the electrode-containing ferroelectric single crystal by using an FEAP fast solver; importing field variables which are obtained through FEAP finite element solution into a postprocessing program which is written by Fortran, and obtaining visual field variable results by using TECPLOT software. According to the method provided by the invention, not only is the process simple, but also the adaptability and the stability are good; a commercial finite element program can be developed to flexibly adapt to problem changes.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Spintronics device based on metamaterial

The invention belongs to the technical field of spintronics, and particularly relates to a spintronics device based on a metamaterial. The spintronics device disclosed by the invention is a composite metamaterial system formed by combining a magnetic metal material and a non-magnetic metal material; the upper layer of the spintronics device is of a metal structure consisting of two similar split-ring resonator structures back to back, metal structural units are periodically attached onto an insulating substrate, and the dimensions of the upper layer are in the sub-wavelength magnitude; and the lower layer of the spintronics device consists of periodical metal strips and strips with gradually changing widths, and a magnetic film is arranged at the narrowest place of each metal strip. The structural resonance of the non-magnetic metal material can concentrate electromagnetic waves inside the structure at maximum efficiency, namely a perfect absorption mode is realized; and moreover, the electromagnetic waves are absorbed by using a spinning rectification effect generated by electron spin motion and nonlinear coupling of charge current in a ferromagnetic material, so that a direct current voltage signal is generated. Therefore, the magnetic metal material is placed at the position with strongest electromagnetic field and current in the system, the electromagnetic waves generated by structural resonance are absorbed, and available direct current voltage is generated.
Owner:FUDAN UNIV

Vibration reduction method for longitudinal torsional vibration of vehicle engine

The invention relates to a vibration control method based on internal resonance, which is oriented to the longitudinal torsional vibration of an engine, and belongs to the technical field of vibration control of a vehicle engine. The vibration control method comprises the following steps of: establishing a six-degree-of-freedom vibration equation of the engine; constructing a control model of a vibration absorber; establishing a seven-degree-of-freedom vibration equation of the engine with the vibration absorber; decoupling the seven-degree-of-freedom vibration equation, and adjusting the frequency of the vibration absorber to be half of the frequency of a controlled mode; and extracting a controlled mode and vibration absorber mode vibration equation, and solving the controlled mode and vibration absorber mode vibration equation by a multi-scale method. According to the vibration control method disclosed by the invention, through the construction of a nonlinear coupling term, the internal resonance is formed, the vibration energy of the engine is transferred to the vibration absorber, and the vibration energy of the engine is dissipated by the damping of the vibration absorber. The vibration control method disclosed by the invention is obvious in vibration reduction effect, simple in structure and low in energy consumption.
Owner:BEIHANG UNIV

Feedforward control stochastic resonance-based bearing early-stage fault diagnosis method

ActiveCN106706320AEasy to detectEnhanced stochastic resonance effectMachine bearings testingSquare waveformDiagnosis methods
The invention discloses a feedforward control stochastic resonance-based bearing early-stage fault diagnosis method. The method includes the following steps that: (1) a sensor collects original bearing signals; (2) the original bearing signals are processed, so that square wave-like signals can be obtained and are adopted as feedforward control signals; (3) the original bearing signals and the feedforward control signals are jointly subjected to scale change so as to be converted into small-frequency signals with a feedforward control function; (4) two bistable systems are adopted to construct a coupled bistable system through a nonlinear coupling mode; (5) the small-frequency signals obtained in the step 3 are adopted as input signals, and a genetic algorithm is utilized to obtain the optimal parameters of the coupled bistable system; and (6) the small-frequency signals obtained in the step 3 are inputted into the optimal coupled bistable system, and diagnosis on a bearing early-stage fault can be realized through scale restoration. With the feedforward control stochastic resonance-based bearing early-stage fault diagnosis method of the invention adopted, the optimal system parameters of the coupled bistable system are searched through the genetic algorithm, and the feedforward control of stochastic resonance is combined with an improved potential function, so that an enhanced stochastic resonance effect can be generated.
Owner:CHINA JILIANG UNIV

A gait feature fusion method based on nonlinear coupling metric learning

The invention discloses a gait feature fusion method based on nonlinear coupling metric learning, and belongs to the technical field of pattern recognition. The technical problem that a gait characterization method in the prior art is low in recognition performance is solved. The gait feature fusion method disclosed by the invention comprises the following steps of: 1, acquiring a binary contour sequence of a person from a gait video stream by adopting a codebook detection method, and standardizing and centralizing each frame of image; 2, detecting a non-front gait period according to the periodicity of the separation degree of the two legs of the person in walking, and extracting gait energy diagram characteristics and active energy diagram characteristics in one period; Step 3, performing nonlinear coupling metric learning on the gait energy diagram features and the active energy diagram features, and projecting the features to a nuclear coupling space to obtain two new features; Andstep 4, carrying out weighted fusion on the two groups of obtained new feature vectors to obtain new gait features of the nuclear coupling space. The gait feature fusion method is effective for non-frontal periodic gait sequences and high in recognition rate.
Owner:SICHUAN NORMAL UNIVERSITY

Coupling analysis method of multi-channel electroencephalogram based on multi-scale multi-variate transfer entropy

ActiveCN111067514AHelps explore functional coupling relationshipsDiagnostic recording/measuringSensorsInformation transmissionAlgorithm
The invention relates to a coupling analysis method of multi-channel electroencephalogram based on multi-scale multi-variate transfer entropy and belongs to the technical field of non-linear dynamic causal systems and cerebral sensory motion network researches. The method comprises the following steps: 1, collecting a multi-channel electroencephalogram signal by adopting 32-channel Neuracle equipment; 2, respectively performing processing of removing baseline drift, electromyogram interference, eye movement interference and 50Hz power line interference on the collected electroencephalogram signal by adopting matlab software; 3, performing 20 different resolution decompositions on the multi-channel electroencephalogram signal by adopting a coarse-grained analysis method; and 4, analyzing the electroencephalogram signal under different resolutions among different time frequencies by adopting a multi-variate transfer entropy method, and quantitatively characterizing nonlinear coupling andinformation transfer characteristics among different cerebral sections. The coupling analysis method has the effects of describing the nonlinear characteristics among cerebral motion sensory cortex and deeply exploring the coupling intensity and information transfer among different regions of a brain.
Owner:YANSHAN UNIV

Optical communication MIMO detection method and system

The invention discloses an optical communication MIMO detection method and system. The detection method comprises the following steps: acquiring an input signal d(t) and a channel matrix H of a transmitting end of an optical communication system, and a port output Rx(t) of a receiving end; constructing an M-layer full-connection deep neural network which is expressed as a mapping function f(x0;theta):RD0->RDM, and converting an input vector x0 belonging to RD0 into an output vector xM belonging to RDM through M times of iteration; training the full-connection deep neural network by adopting different CN data; in the training process, a first-order optimization algorithm is adopted for gradient calculation based on a cost function, a parameter theta is dynamically updated, an expected valueof J(theta) is minimized, an input signal d(t) belonging to BN is trained in step S3 to obtain the fully connected deep neural network output d'(t) belonging to BN, which completes the detection of the MIMO signal. The present invention adopts the first-order optimization algorithm based on the gradient calculation of the cost function to realize the training of the deep neural network, and the nonlinear coupling problem of multimode optical communication is solved by using the strong nonlinear learning ability of the deep neural network.
Owner:DONGGUAN POLYTECHNIC
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