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5 results about "Lyapunov theorem" patented technology

Lyapunov theorem. Lyapunov's theorem in probability theory is a theorem that establishes very general sufficient conditions for the convergence of the distributions of sums of independent random variables to the normal distribution.

High-precision stable control method for temperature of industrial metal gallium electrolytic deposition process

The application discloses a kind of high-precision stable control methods for industrial metal gallium electrolytic deposition process temperature, comprising: the dynamic mechanism model of metal gallium electrolytic process temperature is established, and the steady-state temperature of electrolytic process is solved;Collect metal gallium electrolytic process temperature control input and temperature output data, and construct input-output data set;According to the preset mechanism enhancement proportion, replace several data points of original output data set with steady-state temperature value, and obtain mechanism-enhanced output data set;Using mechanism-enhanced output data set and original input data set, a subspace identification method is used to obtain a temperature prediction model;According to Lyapunov theorem, the stable solution of control quantity is solved, and the objective function of asymptotically stable model predictive control is constructed using the temperature prediction model;And under the premise of meeting the system constraint condition, the optimal control quantity sequence of temperature is solved by rolling optimization.The application can efficiently and stably control the temperature of metal gallium electrolytic deposition process.
Owner:CENT SOUTH UNIV

Quadrotor double pendulum finite time swing elimination method based on full drive mapping and active disturbance rejection

PendingCN122632865AImprove waypoint tracking accuracyEnhanced inhibitory effectAutomatic controlFlight vehicle
The application belongs to the field of automatic control technology of aircraft, and proposes a quadrotor double pendulum finite time swing elimination method based on full drive mapping and active anti-disturbance, which is applied to a quadrotor unmanned aerial vehicle double pendulum hoisting system. The method adopts a hierarchical control structure composed of an outer ring position and swing elimination control module and an inner ring bottom layer flight control module. The method comprises the following steps: establishing a quadrotor double pendulum horizontal plane block matrix dynamics model; full drive state mapping and dynamic reconstruction facing the controller; Y-axis full drive space isomorphic expansion; UDE-based finite time control law design; closed loop system stability and finite time convergence analysis based on Lyapunov theorem. The application can improve the waypoint tracking accuracy, swing angle suppression effect and robust flight capability of the quadrotor double pendulum hoisting system under the working condition that discrete waypoints are switched and external wind disturbance exists simultaneously.
Owner:SOUTHWEST JIAOTONG UNIV

A communication link-aware multi-agent dynamic event-triggered consensus method

ActiveCN117270384BIncrease trigger frequencyGood controlTotal factory controlAdaptive controlTelecommunications linkEvent trigger
The application discloses a kind of communication link perception multi-agent dynamic event trigger consistency methods, comprising S1: the communication network topology graph of information exchange between multi-agent is established;S2: determine the dynamics equation of multi-agent system;S3: introduce adaptive control, design complete distributed consistency control input strategy based on event trigger;S4: the solution of algebraic riccati equation obtains feedback gain matrix;S5: based on Lyapunov theorem and channel capacity parameter, design communication link perception dynamic event trigger control strategy;S6: reach multi-agent consistency by complete distributed control input strategy and communication link perception dynamic event trigger control strategy;The communication link perception dynamic event trigger mechanism of the application is completely distributed, through adaptive coupling gain, control input adaptive adjustment, without relying on global information related to network topology, realize and apply in large networked multi-agent system.
Owner:GUANGZHOU INSTITUTE OF TECHNOLOY XIDIAN UNIVERSITY

High-precision stable control method for industrial metal gallium electrolytic deposition process temperature

The invention discloses a high-precision stable control method for temperature in an industrial metal gallium electrolytic deposition process, which comprises the following steps: establishing a dynamic mechanism model of the temperature in the metal gallium electrolytic deposition process, and solving the steady-state temperature in the electrolytic process; collecting temperature control input and temperature output data in the metal gallium electrolysis process, and constructing an input and output data set; according to a preset mechanism enhancement proportion, a plurality of data points of the original output data set are replaced with the steady-state temperature values, and a mechanism-enhanced output data set is obtained; using a mechanism to enhance the output data set and the original input data set, and adopting a subspace identification method to obtain a temperature prediction model; solving a control quantity stable solution according to the Lyapunov theorem, and constructing an objective function of asymptotically stable model prediction control by using the temperature prediction model; and on the premise that system constraint conditions are met, a temperature optimal control quantity sequence is solved through rolling optimization. According to the method, the temperature of the metal gallium electrolytic deposition process can be efficiently and stably controlled.
Owner:CENT SOUTH UNIV

Intelligent control method and system for tower crane

The application provides a tower crane intelligent control method and system, and relates to the technical field of mechanical control. The method comprises the following steps: establishing a motion equation of a tower crane; determining a state vector and a control vector of the tower crane in a state space in combination with the motion equation, and determining a state space motion equation based on the state vector and the control vector; determining a cost function comprising a load swing term and a load execution duration term based on the state space motion equation; determining adaptive weighting values of the load swing term and the load execution duration term in the cost function in combination with Lyapunov theorem; optimizing the cost function according to the adaptive weighting values; solving the cost function to obtain a target control vector by taking the minimized optimized cost function as a target; and controlling the tower crane according to the target control vector. The method improves work efficiency and reduces safety risks in operation.
Owner:CHINA RAILWAY CONSTRUCTION ENGINEERING GROUP +1