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92results about How to "Avoid association" patented technology

Power system reactive power optimization method based on depth determination strategy gradient reinforcement learning

The invention provides a power system reactive power optimization method based on depth determination strategy gradient reinforcement learning. A deterministic depth gradient strategy algorithm is applied to the traditional power system reactive power optimization problem. The voltage state of the power system is sensed through a depth neural network, a corresponding action decision is then made by using a reinforcement learning method, a correct generator terminal voltage adjustment action, a node capacitor bank switching action and a transformer tapping point adjustment action are made to adjust reactive power distribution in the power system, the active power network loss of the power system is minimized. As the neural network is divided into an online network and a target network, association between parameter updating and adjacent training in each training process of the neural network is avoided, and the problem that reactive power optimization of the power system is caught in local optimization is avoided. On the premise of conforming to the security constraint of the power system, the economical efficiency of the operation of the power system is improved by reducing the network loss of the power system.
Owner:HARBIN INST OF TECH +1

Target track optimization method based on dual-fusion maximum entropy fuzzy clustering JPDA

The invention belongs to the technical field of radar. The invention relates to a flight path optimization method, in particular to a target track optimization method based on dual-fusion maximum entropy fuzzy clustering JPDA. The method comprises the following steps: (1) performing state prediction and updating by adopting a Kalman filter on the basis of a maximum entropy fuzzy clustering method,and performing preliminary screening on a target trace point set obtained at a moment k + 1according to an elliptical wave gate rule during scanning and tracking; (2) multiplying the measurement membership degree taking the wave gate center as the clustering center by the corresponding position of the wave gate membership degree taking the effective measurement data as the clustering center to obtain the bidirectional membership degree between each effective measurement and all the wave gate centers; and (3) analyzing clutter distribution and combining the bidirectional membership degree to obtain a final association probability, obtaining state estimation and estimation error covariance of the target according to a standard JPDA algorithm filtering program, and finally iterating trackingtrack information of the target. The method is high in tracking precision, and avoids complex correlation matrix splitting.
Owner:XIDIAN UNIV

Method for estimating weak signal separation on basis of positioning for external radiation sources

InactiveCN103235294AHelp delayDoppler shiftWave based measurement systemsMain channelSample sequence
The invention provides a method for estimating weak signal separation on the basis of positioning for external radiation sources. The method includes steps of performing direct-wave and multi-path cancellation for a sample sequence x (t) of a main channel by means of NLMS (normalized least mean square) to obtain output signals y<NLMS>(t); estimating the number of source signals of the output signals y<NLMS>(t) by an AIC (Akaike information criterion) or an MDL (minimum description length) criterion, preliminarily whitening the output signals y<NLMS>(t) to obtain whitened signals z(t), and updating a separation matrix W by an ICA (independent component analysis) algorithm to obtain M channels of estimated signals y(t); respectively performing time-frequency two-dimensional correlation for the M channels of estimated signals y<1>(t), ..., y<M>(t) and reference signals s<ref>(t); and searching a peak point in absolute correlation values phi(tau, f) corresponding to the M channels of estimated signals, and determining time delay and Doppler frequency shift which correspond to the peak point as time delay and Doppler frequency shift of a target when a signal-to-noise ratio of a certain channel of signals is larger than or equal to a threshold value.
Owner:UNIV OF ELECTRONICS SCI & TECH OF CHINA

Method and device for associating Internet of Things equipment with user account

The invention relates to the technical field of Internet of Things and discloses a method and a device for associating Internet of Things equipment with a user account. The method is used for a server and comprises the following steps of receiving login information from terminal equipment, wherein the login information comprises the user account; searching related information of the corresponding Internet of Things equipment according to the user account; sending the related information of the corresponding searched Internet of Things equipment to the terminal equipment; receiving a replay message sent by the terminal equipment, wherein the reply message comprises the user account and an identifier of the Internet of Things equipment, which is selected from the corresponding Internet of Things equipment on the terminal equipment by a user; and associating the identifier of the Internet of Things equipment, which is selected by the user, with the user account. According to the method and the device, the automatic association between the Internet of Things equipment and the user account is realized, the operation efficiency is improved, and the associated Internet of Things equipment is selected from the Internet of Things equipment corresponding to the user account, so that the association between the user account and the uncorrelated Internet of Things equipment is avoided, and the network security is improved.
Owner:MIDEA SMART TECH CO LTD +1

Dormitory electric quantity usage statistical system based on card-inserting electricity utilization

The invention discloses a dormitory electric quantity usage statistical system based on card-inserting electricity utilization. The dormitory electric quantity usage statistical system is characterized in that the dormitory electric quantity usage statistical system comprises card-inserting electricity utilization sockets, electricity utilization cards, a processing center, an infrared counter, user ammeters and a public ammeter, wherein the processing center comprises a single-chip microcomputer, a button device, a display device, a comparator and a buzzer. According to the invention, the electricity utilization cards matched with the card-inserting electricity utilization sockets for usage are adopted to identify dormitory members, then improvement is carried out on an electric quantity usage statistical algorithm, identification time sequence when members enter the dormitory and the like, and the electric quantity used by each dormitory member is accurately calculated, so that the problems of unreasonable electric quantity usage statistics and subsequent electricity charge distribution in the dormitory is effectively solved; in addition, the dormitory electric quantity usage statistical system is simple in structure, convenient to use, low in manufacturing cost and very suitable for various kinds of dormitories.
Owner:HUAZHONG UNIV OF SCI & TECH

Preparation method of novel papermaking sizing agent

A preparation method of a novel papermaking sizing agent belongs to the technical field of papermaking sizing agents and includes the steps of: A) preparing raw materials including, by weight, 60-80 parts of stearic acid, 2-3 parts of diethanolamine, and 6-14 parts of diethylenetriamine, and performing a reaction at 140-220 DEG C for 4-6 h, cooling the product to obtain a reaction material liquidfor later use; B) mixing 100 parts by weight of water and 2-10 parts by weight of starch, gelatinizing the starch, cooling the liquid to 50 DEG C to obtain gelatinized starch liquid, or mixing 100 parts by weight of water and 0.5-10 parts of a high-polymer, heating the mixture to 50 DEG C to prepare a mixture liquid; C) adding 5-14 parts of the reaction material liquid in the step A) to the gelatinized starch liquid or the mixture liquid, adding 0.2-1 part of a compound surfactant and dropwise adding 3-10 parts of epoxy chloropropane, heating the mixture to 70 DEG C and performing heat-insulation reaction for 2-5 h, adding 5 parts of water, and cooling the mixture to produce the papermaking sizing agent. The preparation method has simple operations and has gentle and stable reaction processes. The papermaking sizing agent has good sizing effect and better damp-proof effect, and can satisfy demands in process of papermaking with waste pulp.
Owner:石家庄德旺科技有限公司

High-speed data transfer and multitasking method for portable terminal having mass storage secondary memory

A portable terminal having a mass storage secondary memory and a method for the portable terminal, wherein high-speed data transfer between the mass storage secondary memory and an external apparatus is supported in a multitasking manner are provided. Between the portable terminal having the mass storage secondary memory and the external apparatus, the method of setting a data transfer path comprises setting a first data path so as to permit the mass storage secondary memory to operate according to internal control of the portable terminal, determining whether the portable terminal is connected with the external apparatus through a USB switcher, and if the portable terminal is connected with the external apparatus, determining whether a set command is input to set the mass storage secondary memory as a portable disk of the external apparatus. If the set command is input, the first data path is blocked, and a second data path is set to permit the mass storage secondary memory to operate according to external control exercised by the external apparatus. The portable terminal can perform a task operation in a multitasking manner independently of the ongoing data transfer between the mass storage secondary memory and the external apparatus, and high-speed data transfer between the mass storage secondary memory and the external apparatus is possible through a high-speed USB interface.
Owner:SAMSUNG ELECTRONICS CO LTD
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