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114results about How to "Reduce loss value" patented technology

A traditional Chinese medicine health consultation text named entity recognition method based on transfer learning

The invention discloses a traditional Chinese medicine health consultation text named entity recognition method based on transfer learning, which comprises the following steps: S1, selecting a text named entity recognition annotation data set in other fields, constructing a neural network, and performing pre-training; S2, respectively constructing a one-way recurrent neural network, and performinglanguage model training by utilizing the traditional Chinese medicine health consultation text unlabeled data set to obtain a forward language model and a reverse language model. And S3, fusing the loop network layer output characteristics of the unidirectional language model, and combining the full connection network layer and the conditional random field layer to obtain a final named entity recognition model. And S4, naming the entity by using the traditional Chinese medicine health consultation text to identify the labeled data set, and carrying out fine tuning training. According to the method, named entities in other fields can be migrated to identify labeled text knowledge and unlabeled text knowledge in the field, so that the identification accuracy and recall rate of the named entities of the traditional Chinese medicine health consultation text are effectively improved, and the convergence speed of the model is increased.
Owner:SOUTH CHINA UNIV OF TECH

Preparation method of nanometer crystal magnetic powder core with magnetic conductivity mum of 60

The invention discloses a preparation method of a nanometer crystal magnetic powder core with a magnetic conductivity mumof 60. The method comprises the following steps: thermally treating an iron-based amorphous thin ribbon prepared by a rapid cooling method into a nano-crystalline ribbon, wherein the iron-based amorphous thin ribbon has the following components by weight: 3-15% of Ni, 1-10% of Si, 1-4% of B, 1-9% of Al and the balance of Fe; crushing the nano-crystalline ribbon to obtain nano-crystalline metal powders; conducting ball-milling and shaping the nano-crystalline metal powders; screening the nano-crystalline metal powders, and mixing the nano-crystalline metal powders into powder particle consisting of 90%-98% of first powder screened by a -200-mesh sieve and 2%-10% of second powder screened by a (-150)-(+200)-mesh sieve for distribution; mixing the mixed nano-crystalline metal powders with a bonding agent, and pressing to form the magnetic core; and annealing the formed magnetic core, and then, coating the magnetic core with insulating resin. According to the technical scheme, the magnetic powder core has stable magnetic conductivity, a loss value and direct-current bias ability.
Owner:ZHEJIANG KEDA MAGNETOELECTRICITY

Manufacture method of all-optical fiber heavy pressure gas chamber based on hollow photon crystal optical fibre

The invention discloses a manufacturing method for a full optical fiber high-pressure gas chamber based on a hollow-core photon crystal fiber. The steps of the invention are as follows: a) two ends of a hollow-core photon crystal fiber (1) are respectively communicated with an airtight A chamber (2) and an airtight B chamber (3), and one end of gas distribution equipment (4) is communicated with the airtight B chamber (3), and the other end of the gas distribution equipment (4) is respectively connected with a vacuum pump (5) and a gas source (6) to be inflated; b) the airtight B chamber (3) is connected with the vacuum pump (5) through the gas distribution equipment (4) first, after the required vacuum degree is achieved, the airtight B chamber (3) is connected with the gas source (6) to be inflated again through the gas distribution equipment (4) until air pressure of the airtight A chamber (2) is more than or equal to one atmospheric pressure; c)the two ends of the hollow-core photon crystal fiber (1) are successively welded with a standard single film fiber (10) within a range of less than or equal to 1.5 min; d) a distillation function p(x) of air pressure of a fiber core in the hollow-core photon crystal fiber (1) is derived from a formula p(x)=p(1)(-c+a2-bx); e) a final air pressure value of the full optical fiber high-pressure gas chamber is calculated by more than one p(x). The p(x) can accurately determine the air pressure value of the full optical fiber high-pressure gas chamber.
Owner:ANHUI INST OF OPTICS & FINE MECHANICS - CHINESE ACAD OF SCI

Industrial production process target data prediction method of multi-feature fusion deep neural network

The invention discloses an industrial production process target data prediction method of a multi-feature fusion deep neural network. Collecting other variable time sequence data related to the key variable in the industrial equipment through equal-interval sampling by utilizing a sensor, and performing predictive analysis on the time sequence data of the key variable in the process industry; inputting into a pre-designed and pre-constructed deep convolutional neural network for training; segmenting historical data of the key variables according to time steps and then inputting the segmented historical data into a deep gated recurrent neural network for learning; a multi-feature fusion method is utilized to fuse output features obtained by two networks and then input the output features into a full connection layer, network parameters are optimized through back propagation, and prediction precision is improved. According to the method, reliable and effective target variable parameter prediction is provided for process monitoring in industrial production, and the hysteresis quality of measurement of key variables such as the silicon content of molten iron in industrial production isrelieved.
Owner:CHINA JILIANG UNIV

Hydraulic or pneumatic machine with tilting blades

This invention refers to a hydraulic or pneumatic machine with tilting blades, running either as an engine on a fluid flow or on pressure fluid or as a pump or a compressor. The hydraulic or pneumatic machine on a fluid flow according to the invention consists of a cylindrical casing with inlet and outlet openings, radially arranged, diametrically oposed, along the fluid flowing direction, some disk like rotors with tilting blades, hinged over their front faces and provided with driving mechanisms of their own, and some fixed drums located between the rotors, concentrically to them, making inside the machine some channels, symetrically arranged on one or several stages. Flowing through the channels, the fluid drives the tilting blades causing the movement of the rotors, all the rotors moving to one sense being coupled to the same outlet shaft of the machine. The tilting blades of the hydraulic or pneumatic machine operating according to the invention with pressure fluid, run in variable depth grooves located in the rings between the front faces of the rotors and connected to the fluid circuit, the operation conditions of the machine—motor or pump—being determined by the moving sense of the blade in the groove.
Owner:HOLT CORNELIU

Method for identifying grade of wood for Chinese zither panel through near infrared spectrum based on neural network

The invention discloses a method for identifying the grade of wood for a Chinese zither panel through the near infrared spectrum based on a neural network. The method comprises the steps of: (1), performing Savitzky-Golay convolution smoothing, first-order derivative pre-processing and principal component analysis on near infrared spectrum data including the wood for the Chinese zither panel in different grades; (2), constructing an improved BP neural network model; (3), training the improved BP neural network model; and (4), classifying the near infrared spectrum data of the wood for the Chinese zither panel by utilizing the trained improved BP neural network model, so that grade identification of the wood for the Chinese zither panel is realized. According to the method in the invention,judgement is carried out based on the near infrared spectrum data covering chemical substances of the wood for the Chinese zither panel in different grades; data measurement is rapid; the cost is low; the judgement time is short; the calculation data volume is effectively reduced; the subjective assume is not doped; the stability is relatively high; and the method is relatively robust.
Owner:NORTHEAST FORESTRY UNIVERSITY +1

Soft-switching half-bridge inverter power supply system

An inverter power supply system includes a half-bridge inverter circuit which includes a first switching element, a second switching element, a first auxiliary capacitor and a second auxiliary capacitor for converting a DC voltage from a DC power supply circuit to an AC voltage. An output control circuit outputs a first output control signal and a second output control signal with a phase difference of a half cycle to control the inverter circuit. An inverter driving circuit turns on the first (or second) switching element when the first (or second) output control signal turns ON while turning off the first (or second) switching element upon lapse of a first (or second) delay time for allowing the first (or second) auxiliary capacitor to discharge to apredetermined level after the first (or second) output control signal turns OFF.
Owner:DAIHEN CORP

Single-mode optical fiber and manufacturing method thereof

The invention provides a single-mode optical fiber. The single-mode optical fiber includes a core layer and a cladding layer, the outer side of the core layer is provided with the cladding layer, thecladding layer includes a first cladding layer and a second cladding layer, the inner side of the first cladding layer is connected with the outside of the core layer, and the outer side of the firstcladding layer is connected with the inner side of the second cladding layer; and the invention further provides a manufacturing method of the single-mode optical fiber, the manufacturing method includes the following steps that step 1) powder-like loose bodies are prepared; step 2) the powder-like loose bodies are treated; step 3) fiber prefabrication rods are manufactured; step 4) the fiber prefabrication rods are treated; and step 5) wiredrawing is conducted. The single-mode optical fiber and the manufacturing method thereof have the beneficial effects that multiple variable scan be adjusted in the aspects of fiber design and manufacturing, the multiple variables are correspondingly a core layer diameter r1, the first cladding layer diameter r2 and refractive index difference valves [delta] 1, [delta] 2, [delta] 3 and [delta] 4, by changing the valves, the internal stress in fiber wiredrawing is reduced advantageously, Rayleigh scattering of the fiber is reduced, and loss valves ofthe fiber are further decreased as a whole.
Owner:杭州金星通光纤科技有限公司

Method of manufacturing chip capacitor including ceramic/polymer composite

A method of manufacturing a chip capacitor according to an aspect of the invention may include: preparing a capacitor lamination including a dielectric sheet formed of a composite having ceramic powder and a polymer mixed with each other, and first and second internal electrodes formed on both surfaces of the dielectric sheet at predetermined intervals; forming covering layers formed of an insulating material on both surfaces of the capacitor lamination; forming at least one first opening and at least one second opening in the capacitor lamination having the covering layers formed thereon to expose the first and second internal electrodes, respectively; forming plating layers in the first and second openings, the plating layers connected to the first and second internal electrodes; and dicing the result into chips on the basis of the first and second openings so that the plating layers formed in the first and second openings are provided as first and second external terminals.
Owner:SAMSUNG ELECTRO MECHANICS CO LTD

Solid solution-modified sodium bismuth titanate leadless piezoelectric ceramics and preparation method thereof

The invention provides solid solution-modified sodium bismuth titanate leadless piezoelectric ceramics and a preparation method thereof. The piezoelectric ceramics are represented by chemical composition general formula of (1-x)(0.74Na0.5Bi0.5TiO3-0.26SrTiO3)-xBa(Zr0.05Ti0.95)O3 or (1-y)(0.9Na0.5Bi0.5TiO3-0.1CaTiO3)-yBa(Zr0.05Ti0.95)O3, wherein 0.04<=x<=0.1 and 0.04<=y<=0.1. Solid solution of Ba(Zr0.05Ti0.95)O3 is realized at the morphotropic phase boundary of a 0.74Na0.5Bi0.5TiO3-0.26SrTiO3 and 0.9Na0.5Bi0.5TiO3-0.1CaTiO3 system, and high-density microcrystalline structure ceramics with uniform crystal grain size distribution are obtained by a two-step forming method and a self-bearing pressure sintering process. The piezoelectric property of the material is optimized by the morphotropic phase boundary composition characteristics and the solid solution modification method, and the piezoelectric constant d33 reaches 110-138 PC / N; the electromechanical coupling coefficient of the material is also increased obviously; the preparation process of the material is simple and stable, and the material is an optimal material for manufacturing low-power ultrasonic devices and energy transducers used in fields of gas sensors, industrial nondestructive test, and the like.
Owner:XIAN UNIV OF SCI & TECH

Preparation method of anisotropic FeSiAl magnetic core and product

The invention discloses a preparation method of an anisotropic FeSiAl magnetic core and a product. The preparation flow comprises the steps of (1) performing smashing on a FeSiAl cast ingot by adopting a sand mill and then performing flattening treatment to obtain flake-shaped FeSiAl magnetic powder; (2) coating the surface of the flake-shaped FeSiAl magnetic powder with an SiO<2> insulating material by adopting a sol-gel process; (3) performing uniform mixing on the coated FeSiAl and a binder to prepare coating paste, and coating a substrate with the paste, and next, putting the product into a magnetic field to be subjected to orientation; (4) performing hot pressing compaction treatment on the oriented coating sheet, and performing curing at a certain temperature; and (5) performing punch forming on the cured coating sheet to obtain the anisotropic FeSiAl magnetic core. The anisotropic FeSiAl magnetic core prepared in the invention has high insulativity as well as high heat resistance; high magnetic conductivity and low loss value still can be maintained at 1MHz, and high direct current biasing resistance characteristic is still kept; and in addition, the preparation process for the anisotropic FeSiAl magnetic core is mild in conditions, convenient and quick to operate and high in efficiency, and batch production can be promoted.
Owner:CENT SOUTH UNIV

Covered wire cold connector

The invention relates to a covered wire cold connector, which comprises a first plug core cavity and a second plug core cavity, wherein a first plug core tail handle is arranged in the first plug core cavity; one end of the first plug core tail handle is provided with a first plug core, while the other end is provided with a first slot; the first plug core is extended into a connecting pipe corresponding to the other end connected with the first plug core tail handle; the connecting pipe is provided with a second plug core corresponding to the other end provided with the first plug core; the second plug core is provided with a second plug core tail handle corresponding to the other end embedded in the connecting pipe; the second plug core tail handle is provided with a second slot corresponding to the other end provided with the second plug core and penetrates into a second plug core cavity; an optical fiber matching fluid corresponding to the end part of the first plug core is arranged in the connecting pipe and surrounds the end part of the first plug core; and the connecting pipe is provided with a vent hole corresponding to a side wall provided with the optical fiber matching fluid. The covered wire cold connector has the advantages of simple structure, convenient operation, low splice loss, high stability and high reliability.
Owner:无锡光太光通讯器件有限公司

Multi-core optical fiber connection structure

The invention discloses a multi-core optical fiber connector, comprising a multi-core optical fiber capillary sleeved on a multi-core optical fiber, connection optical fibers, a connection optical fiber capillary sleeved on the outside of the connection optical fibers and an optical fiber elastic sleeving, wherein the quantity of the connection optical fibers is identical to that of the cores of the multi-core optical fiber, the distribution of the connection optical fibers is identical to that of the cores of the multi-core optical fiber and the outer diameter is D; the optical cable elastic sleeving sleeves the outside of the multi-core optical fiber capillary and the connection optical fiber capillary; when the multi-core optical fiber capillary is closely abutted against the connection optical fiber capillary, the multi-core optical fiber is abutted against the connection optical fibers; the multi-core optical fiber is in butt joint with the connection optical fibers through rotating the connection optical fibers; and the optical fiber elastic sleeving is fixed with the connection optical fiber capillary through glue and the multi-core optical capillary. Through the technical scheme of the multi-core optical fiber connection structure, two capillaries are abutted against and then realize the butt joint between the multi-core optical fiber and the connection optical fibers through rotating, and the loss value is minimum.
Owner:FUZHOU PHOTOP QPTICS CO LTD

Photoelectric hybrid separation off connector

The invention relates to an optical fiber contact element, in particular to a photoelectric hybrid separation off connector. A floating optical fiber jack module comprises a jack fixing sleeve (19), alocation spring (21), an optical fiber jack part (22) and a jack guiding shaft (20), the jack guiding shaft (20) is of a hollow structure, the optical fiber jack part (22) is arranged in the jack guiding shaft (20), the location spring (21) sheathes the optical fiber jack part (22), one end of the location spring (21) tightly leans on the outer surface of the optical fiber jack part (22), the other end of the location spring (21) tightly leans on the inner wall of the jack guiding shaft (20), and the optical fiber jack part (22) can move and compress the location spring (21) in the axial direction; and a part of the jack guiding shaft (20) is contained in the jack fixing sleeve (19), a part of the jack guiding shaft (20) penetrates out the jack fixing sleeve (19), and the effect that thejack guiding shaft (20) can not penetrate out the jack fixing sleeve (19) is guaranteed by virtue of a limit structure. The photoelectric hybrid separation off connector provided by the invention realizes optical fiber transmission of the optical fiber contact element with long insertion and extraction life and low optical loss.
Owner:CHINA AVIATION OPTICAL-ELECTRICAL TECH CO LTD

Image recognition method based on improved Focal loss function

The invention discloses an image recognition method based on an improved Focal loss function, and the method comprises the steps: improving a modulation factor of the Focal loss function on the basis of an existing Focal loss function, enabling the function to have higher attention to a difficult sample, and enabling the function to have relatively lower attention to a simple sample; and then, on the basis of the convolutional neural network model based on the Focal loss function, predicting the residual negative sample set, screening all difficult samples, dividing the samples into N equal parts, respectively adding the N equal parts into the original training set to form N new training sets, then training a plurality of models, and determining a final prediction picture label result according to voting selection of the N models. According to the method, on the basis of an original Focal loss function, the attention degree on a difficult sample is higher, and the model generalization ability is improved; and under the condition of excessive negative samples, difficult samples are screened out by utilizing the original model and added into the training set, so that the accuracy of the model is improved, available samples are fully utilized, and the calculation amount during model training is also reduced.
Owner:NANJING UNIV OF POSTS & TELECOMM

Energy storage current transformer combination optimizing method based on maximum energy efficiency

The invention provides an energy storage current transformer combination optimizing method based on maximum energy efficiency. The method includes the following steps: A, inputting basic data of a photovoltaic micro-grid; B, calculating the load within all sampling intervals [delta]T and the net power of photovoltaic output according to load data and photovoltaic output data in the step A; setting the required total power PC of an energy storage current transformer according to a net power value P0' obtained in the step B and associated with the charge and discharge process of an energy storage system and also according to the maximum energy storage charge and discharge power PBmax; D, calculating all current transformer combinations that meet requirements according to optional current transformer specifications and the total power of the current transformer determined in the step C; E, adopting a smart algorithm to distribute power to each current transformer combination determined in the step D within each period of time relative to each current transformer in the combination according to the net power value P0' obtained in the step B and associated with the charge and discharge process of the energy storage system and also to the configured the total power PC of the energy storage current transformer; and F, selecting the current transformer combination the loss of which is the minimum within a whole counted period of time in the step E as a final energy storage current transformer combination scheme.
Owner:ELECTRIC POWER RESEARCH INSTITUTE, CHINA SOUTHERN POWER GRID CO LTD +3

A body structure of AT power roll-core autotransformer

A body structure of an AT power roll-core autotransformer relates to a body of a transformer. Insulation strength, an overload ability, an anti-short circuit ability, a high loss, etc. of a conventional autotransformer body structure cannot meet requirements of an electric railway. An iron core of the body structure of the AT power roll-core autotransformer is a single frame closed roll core structure, vertical columns of the iron core are iron core columns, and horizontal columns of the iron core are iron yokes. A plurality of concentric coils are wound around each iron core column, and upper and lower ends of each coil are both provided with insulation end rings. A lower end of a lower insulation end ring and an upper end of an upper insulation end ring are both provided with iron yoke insulation plates. Pressing devices are disposed on the upper iron yoke insulation plate, and integrally press the coil, the insulation end ring, and the iron core as a whole. The present technical solution uses the body structure of the roll-core autotransformer to enhance the insulation property and heat dispersion property, to improve the overload ability and the anti-short circuit ability of the transformer, to reduce the loss value of the transformer, and to meet the special requirements of the electric railway.
Owner:WOLONG ELECTRIC GRP CO LTD +1

Polycrystalline silver platinum alloy plasma thin-film material and preparation method thereof

The invention belongs to the technical field of novel metal and alloy materials in new materials, and in particular relates to a polycrystalline silver platinum alloy plasma thin-film material and a preparation method thereof. The general formula of the thin-film material is Ag1-xPtx, wherein x represents the atomic percent of Pt in alloy and ranges 4-25%, and the thickness of the thin-film material is 50-200 nanometers. The polycrystalline silver platinum alloy plasma thin-film material is prepared by a magnetron sputtering technique, a utilized sputtering target is a composite target which has the same components as the silver platinum alloy plasma thin-film material to be sputtered, sputtering gas is argon, one-four pure platinum wafers are respectively arranged on a pure silver substrate target, the ratio of the total sputtering area of the pure platinum wafers to the sputtering silver target is 0.04-0.16, and the loss of the alloy thin-film material can be remarkably reduced through a suitable annealing treatment. The preparation method disclosed by the invention is simple, the raw materials are easy to obtain, and the cost is relatively lower; and the plasma property of the thin-film material disclosed by the invention is better than that of common metal, such as copper and gold, in a visible light frequency range and even is close to that of metal silver in some special areas so that the polycrystalline silver platinum alloy plasma thin-film material is an excellent plasma low-loss substrate.
Owner:TSINGHUA UNIV

High specific capacitance capacitor cathode foil and film coating apparatus manufacturing the same

The invention discloses a high specific capacitance capacitor cathode foil. The foil possesses an aluminum foil. A surface of the aluminum foil is sputtered with a titanium nitride layer. A surface of the titanium nitride layer is sputtered with a mixing layer of titanium nitride and graphite. By using the high specific capacitance capacitor cathode foil, an experiment shows that the titanium nitride layer and the aluminum foil surface are combined firmly; the mixing layer of the titanium nitride and the graphite and the titanium nitride layer are combined firmly; as the cathode foil, an electric capacity reaches several times of the electric capacity of the aluminum foil and is higher than a carbon foil; the cathode foil possesses lower impedance and losses than the aluminum foil and is especially suitable for making a solid state capacitor and a large capacity electrolytic capacitor. The cathode foil possesses characteristics of a small size, a long service life and good heat stability. The invention simultaneously discloses a film coating apparatus manufacturing the high specific capacitance capacitor cathode foil. The apparatus mainly comprises a vacuum unreeling chamber, a first vacuum film coating chamber, a second vacuum film coating chamber and a vacuum rolling chamber. By using the film coating apparatus, from an unreeling process to a rolling process, continuous film coating can be realized, a film coating speed is fast and production efficiency is high.
Owner:辽宁鑫金铂科技有限公司
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