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66 results about "Chaotic oscillations" patented technology

Adaptive neural network control method for arc micro-electromechanical system

ActiveCN108614419ASuppress the effects of disturbancesInhibition effectAdaptive controlComputation complexityDifferentiator
The invention discloses an adaptive neural network control method for an arc micro-electromechanical system, which comprises the steps of a, building a system model of the arc micro-electromechanicalsystem based on the Bernoulli beam; b, constructing an adaptive neural network controller used for suppressing chaotic oscillation of the arc micro-electromechanical system and guaranteeing state constraints of the system, wherein when the adaptive neural network controller is constructed, output constraints of the arc micro-electromechanical system are ensured not to be violated by using a symmetrical obstacle Lyapunov function, an unknown non-linear function is estimated with an arbitrary small error by adopting an RBF neural network with an adaptive law, an extension state tracking differentiator is introduced to process a problem that virtual control items in backstepping control need to be derived repeatedly, a state observer is designed to obtain unmeasured state information, the extension state tracking differentiator and the state observer are integrated in the backstepping framework. The adaptive neural network control method has the characteristics of convenient stability analysis and proving, low requirement for the modeling precision, low computation complexity, high operation speed, good operation stability of the system and high motion accuracy.
Owner:GUIZHOU UNIV

Fixed time dynamic surface high-order sliding-mode suppression method for chaotic oscillation of power system

The invention discloses a fixed time dynamic surface high-order sliding-mode suppression method for chaotic oscillation of a power system. The suppression method comprises the steps of (1) determining the reactive power of the to-be-compensated power system; (2) establishing a mathematical model of a current source type static synchronous compensation controller, and determining the output and reference value of the current source type static synchronous compensation controller; (3) determining a control target value, wherein the output can achieve an adjacent domain with an arbitrarily small reference value within finite time, and the upper bound of the convergence time does not depend on the initial value; (4) designing a fixed time dynamic surface high-order sliding-mode surface and control law to realize target control; and (5) determining the control parameter of the designed control law according to stability analysis of the Liapunov function. By adoption of the method, system stability can be realized within predetermined time under any initial starting condition of the system; and in addition, a buffeting phenomenon is overcome, higher transient response is obtained, the convergence speed is accelerated and the stability of the power system is improved.
Owner:丰县世丰技术产权交易有限公司

Fractional order electrostatic driven micro electro mechanical system control system with hysteresis characteristic

The invention discloses a fractional order characteristic driven micro electro mechanical system (MEMS) control method. The control method comprises the following steps: under the condition of considering the input hysteresis characteristic, establishing a mathematical model of the MEMS, by considering the unmeasurable variable, time-varying lagging item, uncertainty and the output constraint thereof of the system, disclosing a chaotic oscillation phenomenon of the MEMS, and constructing time-varying delay in a compensation system state through Lyapunov-Krasovskii function, and proposing a self-adaptive stabilization control scheme for fusing an extension state observer, a Chebyshev neural network, a tangent baffier function and a tracking differentiator in a frame of the backstepping. Thecontrol method has the following effects of accelerating the solving speed, improving the system transient and steady-state performance, broadening the limitation of a physica sensor, reducing the computation workload, simplifying the controller design, cancelling the requirements on the primary function center and width, reducing the dependence on the precise model, improving the precision of atraditional first-order low-pass filter, overcoming an explosion problem of the differential item and guaranteeing that the output constraint condition cannot be violated.
Owner:GUIZHOU UNIV

Hyperbolic function sliding-mode control-based chaotic oscillation suppression method of power system

ActiveCN106684890ASuppress chaotic oscillation phenomenonPower oscillations reduction/preventionInterconnectionRotor angle
The invention discloses a hyperbolic function sliding-mode control-based chaotic oscillation suppression method of a power system. The chaotic oscillation suppression method is implemented according to the following steps of 1, calculating a relative error e(t) according to a relative rotor angle actual value x<1>(t) and a relative rotor angular speed ideal value x<d>(t) of a second-order interconnection dual-motor power system; 2, setting a sliding-mode controller parameter; 3, calculating a motion state of a system sliding-mode surface according to the relative error e(t) and the sliding-mode controller parameter; and 4, generating a controller output u(t) by joint efforts of the sliding-mode controller parameter and a motion state equation, making the controller output acted on a rotor of a power generator, outputting the current relative rotor angle actual value x<1>(t), forwarding to the step 1, and adjusting the controller output according to the relative error. According to the hyperbolic function sliding-mode control-based chaotic oscillation suppression method of the power system, a chaotic oscillation phenomenon generated in the interconnection dual-motor power system is rapidly and effectively suppressed by the sliding-mode controller of a hyperbolic tangent function.
Owner:XIAN UNIV OF TECH

Method for inhibiting chaotic oscillation of electric power system

ActiveCN109586291ASuppress chaotic oscillationEstimation process is stableAc network circuit arrangementsMathematical modelElectric power system
The invention discloses a method for inhibiting the chaotic oscillation of an electric power system, and specifically relates to the technical field of electrical engineering. The method comprises thefollowing steps: establishing a mathematical model of the second order electric power system, and when chaotic oscillation is generated for the electric power system, determining the value of each parameter in the electric power system; based on global sliding mode control, designing a global sliding mode controller, and inhibiting the chaotic oscillation of the electric power system; based on the global sliding mode controller, adding self-adaptive control, designing a self-adaptive global sliding mode controller, and estimating disturbance on the system through designed self-adaptive rate in the self-adaptive control, wherein the chaotic oscillation of the electric power system also can be successfully inhibited by the designed controller under the condition that the upper bound of disturbance of the system is unknown; adding the designed global sliding mode controller into the second order chaotic electric power system, and verifying the control effect of the self-adaptive global sliding mode controller through simulation.
Owner:ECONOMIC RES INST OF STATE GRID GANSU ELECTRIC POWER

Fractional order self-sustaining electromechanical seismograph system acceleration stability control method with constraints

The invention relates to a fractional order self-sustaining electromechanical seismograph system acceleration stability control method with constraints, and belongs to the field of seismic exploration. The fractional order self-sustaining electromechanical seismograph system acceleration stability control method comprises the following steps of: S1, carrying out system modeling, which is implemented by establishing a mathematical model of a fractional order self-sustaining electromechanical seismograph system according to a Newton's second law and a Kirchhoff's law, and defining constraint conditions; S2, and designing an acceleration stability controller, wherein the design is implemented by constructing an acceleration feedforward controller and an optimal feedback controller, the acceleration feedforward controller is integrated by a molding behavior function based on a fractional order inversion method, a fuzzy wavelet neural network and a tracking differentiator, and the optimal feedback controller is formed by fusing a fuzzy wavelet neural network and an adaptive dynamic programming strategy. According to the fractional order self-sustaining electromechanical seismograph system acceleration stability control method, the boundness of all signals of a closed-loop system is ensured, the safe operation of the system under the constraint condition is ensured, and meanwhile, chaotic oscillation can be suppressed and a minimum cost function can be realized.
Owner:GUIZHOU UNIV

Random noise source and manufacturing method thereof

The invention relates to a random noise resource and a manufacturing method thereof. The random noise source comprises a two-end semiconductor superlattice device which is fixed on a microwave printed circuit board and electrically connected with the microwave printed circuit board, wherein the two-end semiconductor superlattice device comprises a semi-insulation semiconductor substrate, a first semiconductor contact layer, a semiconductor superlattice layer structure and a second semiconductor contact layer which epitaxially grow on the semi-insulation semiconductor substrate sequentially, a first contact electrode and a second contact electrode, wherein the first semiconductor contact layer, the semiconductor superlattice layer structure and the second semiconductor contact layer are made of compound semiconductor materials in the III-V cluster or II-VI cluster; and n-type impurities are doped in the first semiconductor contact layer, a potential well layer in the semiconductor superlattice layer structure and the second semiconductor contact layer respectively. Due to a solid automatic chaotic oscillation characteristic of the semiconductor superlattice device, the random noise resource with true randomness, high quality and high bandwidth is implemented; and flat broadband chaotic signals with bandwidths of greater than GHz are output.
Owner:SUZHOU INST OF NANO TECH & NANO BIONICS CHINESE ACEDEMY OF SCI

Four-order power system chaotic control method of bidirectional optimization BP neural network sliding mode variable structure

ActiveCN111342477AOvercome false satietyOvercome the phenomenonPower oscillations reduction/preventionMathematical modelArtificial intelligence
The invention relates to a four-order power system chaotic control method of a bidirectional optimization BP neural network sliding mode variable structure. On the basis of a four-order power system chaotic mathematical model, the power system chaotic oscillation is controlled by using a control method combining a bidirectional optimization BP neural network and sliding mode variable structure control. In the neural network, the excitation function used in the forward direction and the learning rate used in the reverse direction of the algorithm are optimized respectively, so the buffeting phenomenon of sliding mode variable structure control is effectively suppressed, and the chaotic oscillation control is more ideal; compared with the traditional sliding mode variable structure control,the method keeps excellent characteristics of the BP neural network and the sliding mode variable structure control, and on the premise of overcoming the false saturation phenomenon of the neural network, the method improves the generalization ability and reasonably accelerates the learning process, weakens the buffeting phenomenon of the sliding mode variable structure control more effectively, and enables the chaotic control of the power system to be better.
Owner:HARBIN UNIV OF SCI & TECH

Self-adaptive event trigger control method of permanent magnet synchronous generator coupling chaotic network system

The invention relates to a self-adaptive event trigger control method of a permanent magnet synchronous generator coupling chaotic network system, and belongs to the field of permanent magnet synchronous motors. The method comprises: S1, establishing a dynamic model, wherein K identical permanent magnet synchronous generators, resistors and capacitors are connected to form a coupling network to describe an actual power generation system; S2, performing kinetic analysis on the dynamic model; and S3, in an inversion control framework, estimating unknown items of the dynamic model by using an interval type 2 fuzzy neural network, ensuring the boundaries of the system state through a cosine barrier function, achieving stable control in finite time through an improved saturation function reaching law and a Nussbaum type function, and approaching the unknown function of the dynamic model; and adopting an event triggering strategy and a second-order tracking differentiator to save calculation and communication resources, so that the problem of item explosion related to the inversion process is avoided. According to the method, the inherent chaotic oscillation related to the permanent magnet synchronous generator coupling chaotic network system can be completely suppressed.
Owner:GUIZHOU UNIV

Broadband chaotic oscillating circuit

A broadband chaotic oscillation circuit comprises a radio frequency triode, a frequency selection network module, a bias module and an output module. Wherein the frequency selection network module isconnected with the base electrode of the radio frequency triode to form a Colpitts oscillator, the bias module is connected with the base electrode and the emitter electrode of the radio frequency triode, and the collector electrode of the radio frequency triode is a signal output node and is connected with the output module. The circuit is based on a Colpitts oscillating circuit, and utilizes double-resistor voltage division bias to supply power to a base electrode of a radio frequency triode. And the resonant network positioned at the base electrode and the emitter electrode is matched withthe radio frequency triode to realize generation of chaotic signals. The signal output node is located at the collector electrode, the load resistor of the output module and the inductor connected with the collector electrode in series form an RLC series resonance network, the resonance network does not affect the circuit state, the signal frequency spectrum can be improved by adjusting the resonance frequency, and then broadband signal output is achieved. The circuit has high load capacity, can generate continuous broadband chaotic signals, has flat signal frequency spectrums, and is suitablefor broadband radio frequency wireless communication.
Owner:NANJING UNIV OF POSTS & TELECOMM +1

Digital-analog hybrid chaotic circuit including logic device, and operation method thereof

The invention discloses a digital-analog hybrid chaotic circuit including a logic device, and an operation method thereof. The chaotic circuit composed of a difference equation and a sign function is realized in a way that the difference equation is realized by use of an analog circuit and the sign function is realized through a logic gate circuit. An analog circuit portion is composed of such routine analog devices as a resistor, a capacitor, an operational amplifier and the like. A digital circuit portion is composed of a signal formation module, a logic operation module and a unipolar-bipolar signal conversion module, wherein the logic operation module is composed of such routine digital circuits as a NOR gate, a NAND gate and the like. Sign function operation in a chaotic system is realized by use of the digital circuit portion, and chaotic oscillation of an actual circuit is realized through cooperation with the analog circuit. According to the invention, digital devices are embedded in an analog chaotic circuit, sign operation is completed, different chaotic systems can be realized in the same circuit through switching different logic operation circuit modules, and the accuracy, the versatility and the applicability are quite high.
Owner:NANJING UNIV OF SCI & TECH
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