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93 results about "Stochastic control" patented technology

Stochastic control or stochastic optimal control is a sub field of control theory that deals with the existence of uncertainty either in observations or in the noise that drives the evolution of the system. The system designer assumes, in a Bayesian probability-driven fashion, that random noise with known probability distribution affects the evolution and observation of the state variables. Stochastic control aims to design the time path of the controlled variables that performs the desired control task with minimum cost, somehow defined, despite the presence of this noise. The context may be either discrete time or continuous time.

Method and system for improving a policy for a stochastic control problem

A method and system are disclosed for improving a policy for a stochastic control problem, the stochastic control problem being characterized by a set of actions, a set of states, a reward structure as a function of states and actions, and a plurality of decision epochs, the method comprising using a sampling device obtaining data representative of sample configurations of a Boltzmann machine, obtaining initialization data and an initial policy for the stochastic control problem; assigning data representative of an initial weight and a bias of respectively each coupler and each node and the transverse field strength of the Boltzmann machine to the sampling device; until a stopping criterion is met generating a present-epoch state-action pair, amending data representative of none or at least one coupler and at least one bias, performing a sampling corresponding to the present-epoch state-action pair to obtain first sampling empirical means, obtaining an approximation of a value of a Q-function at the present-epoch state-action, obtaining a future-epoch state-action pair, wherein the state is obtained through a stochastic state process, and further wherein the obtaining of the action comprises performing a stochastic optimization test on the plurality of all state-action pairs comprising the future-epoch state and any possible action to thereby provide the action at the future-epoch and update the policy for the future-epoch state; amending data representative of none or at least one coupler and at least one bias, performing a sampling corresponding to the future-epoch state-action pair, obtaining an approximation of a value of the Q-function at the future-epoch state-action, updating each weight and each bias and providing the policy when the stopping criterion is met.
Owner:1QB INFORMATION TECHNOLOGIES INC

No contact long life soft start energy-saving distribution box

InactiveCN101192747AStable stepless adjustmentConvenient automatic conversionEnergy industryAc-ac conversionElectricityPower factor
The invention relates to a novel distribution box characterized by no contact, extended service life, soft starting and energy saving. The invention is applicable under the bad environment such as kindle-prone, explosion-prone and dust. As an innovative and replaceable product of distribution box, the invention changes the present structure module of the mechanical distribution box without using any ac contactor, and changes the distribution structure which can only control the connection or disconnection of the source into the intelligent automatic structure according to the loading requirement. The invention has no spark, presents safety and reliability, and prolongs the service life greatly. The structure is divided into the following four parts: a series connected thyristor main circuit, a center controlling circuit, a multifunction protection circuit and an eliminating harmonic instantaneous flow purification circuit. The invention has a multifunction protection system for protecting the safety of the devices. The invention also has an advanced soft starting system which greatly reduces current and voltage and completely removes the hulking antihypertensive starting equipment totally to save investment. The invention has a quick inspection and central processing system which stochastically controls the electricity consumption quantity and increases the power factor to save electricity. Furthermore, the invention has the advantages of small volume, light weight, automatic and easy operation, steady running and few needs of maintenance .
Owner:张铮震

Oxygen automatic control system and method for rescue capsule

InactiveCN104181945ASolve intrinsically safe requirementsAvoid the difficulty of controlling the reaction speedControlling ratio of multiple fluid flowsReconditioning breathing airAutomatic controlBusbar
The invention discloses an oxygen automatic control system and method for a rescue capsule, and belongs to a gas automatic control system and method. Oxygen automatic control in the rescue capsule comprises the system and the method. The gas source apparatus of the system is sequentially connected with a gas pressure reduction apparatus and a gas flow velocity measuring feedback apparatus through a gas busbar, the gas outlet of the gas flow velocity measuring feedback apparatus is connected with an oxygen output solenoid valve; the signal output end of the gas flow velocity measuring feedback apparatus, together with the output end of an oxygen sensor, is connected with the input end of a master controller, the master controller is connected with a host computer, and the control output end of the master controller is connected with the oxygen output solenoid valve for randomly controlling the oxygen output solenoid valve; and the selection of the gas flow velocity measuring feedback apparatus enables a feedback loop to be formed during oxygen control. A fuzzy PID algorithm embedded in a system controller can realize adaptability to the time-varying characteristic of a system model so as to realize accurate oxygen supply. The selection of the gas flow velocity measuring feedback apparatus can realize a system oxygen dynamic time limit pre-estimation function.
Owner:CHINA UNIV OF MINING & TECH

Catastrophe filter algorithm

The invention relates to a catastrophe filter algorithm. A large quantity of state catastrophes exist in the natural world, and therefore signal processing becomes very important for the kind of systems. In combination with system characteristics and state information, system noise and observation noise are regarded as two stochastic control variables, a catastrophe potential function is established, a singular point set is solved, catastrophe characteristics are evaluated through a catastrophe series method, then the normalized membership degree of the state catastrophes is calculated to express the degree of the state catastrophes, if catastrophes happen on a state completely, a last state predication value is not considered in the filter calculation in this time, and state evaluation is performed in combination with a sampling point data predication value and a current measurement value. If catastrophes happen on the state partially, a using state predication value is calculated according to the membership degree of the catastrophes, and then state evaluation is performed in combination with the sampling point data predication value and the current measurement value. The catastrophe filter algorithm has the advantages that a mathematical model and statistics characteristics of the system noise and measurement noise do not need to be known accurately, and the catastrophe filter algorithm is particularly suitable for performing signal processing on strong-nonlinearity and strong-stochastic systems.
Owner:HENAN POLYTECHNIC UNIV
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