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144results about How to "Solve application limitations" patented technology

Model parameter training method and device based on federated learning, equipment and medium

The invention discloses a model parameter training method and device based on federal learning, equipment and a medium. The method comprises the following steps: when a first terminal receives encrypted second data sent by a second terminal, obtaining a corresponding loss encryption value and a first gradient encryption value; randomly generating a random vector with the same dimension as the first gradient encryption value, performing fuzzy on the first gradient encryption value based on the random vector, and sending the fuzzy first gradient encryption value and the loss encryption value toa second terminal; when the decrypted first gradient value and the loss value returned by the second terminal are received, detecting whether the model to be trained is in a convergence state or not according to the decrypted loss value; and if yes, obtaining a second gradient value according to the random vector and the decrypted first gradient value, and determining the sample parameter corresponding to the second gradient value as the model parameter. According to the method, model training can be carried out only by using data of two federated parties without a trusted third party, so thatapplication limitation is avoided.
Owner:WEBANK (CHINA)

Engine waste heat recovery system based on organic rankine cycle

The invention relates to an engine waste heat recovery system based on organic rankine cycle, specially a waste heat recovery system for heavy engine. The whole system comprises a plurality of heat exchanger, an energy converting apparatus (turbine power generation apparatus) and corresponding link pipe and valve, wherein the waste heat recovery unit includes a boiling device unit comprising an engine waste gas recycling cooler, an overheating unit and an engine waste gas cooling unit or the like, a reheater of refrigerant, a precooler for pressed air. The working fluid of the whole system is refrigerant such as R245fa. The present waste heat recovery system is more efficient in energy recovery then the waste heat recovery systems in prior art, the operation is more stable, the structure is more compact, and the problem of aluminum material application limitation due to double stage boosting of the high boosting of the engine is solved.
Owner:ZHEJIANG YINLUN MACHINERY

Method for preparing activated carbon by catalyzing and activating microorganism white-rot fungi or enzymes

The invention relates to a method for preparing activated carbon by catalyzing and activating microorganism white-rot fungi or enzymes, which belongs to the technical field of activated carbon preparation. According to the preparation method, tobacco solid waste is used as a raw material, and a product is obtained through simple processes of pretreating the raw material, preparing a tobacco activated base by microorganism white-rot fungi culture or enzyme catalysis and activation and preparing the activated carbon. The method has the characteristics of wide raw material source, low waste utilization cost, low energy consumption in the production process, no secondary pollution, benefit to environmental protection, good adsorptive property and wide application of the activated carbon production, and the like. The method can be widely applied to preparing the activated carbon by taking the tobacco solid waste as a raw material, and the activated carbon prepared by adopting the method provided by the invention can be widely applied to the fields of waste water treatment, removal of SO2 from smoke, adsorption of odors in food fresh keeping, and the like.
Owner:CHONGQING TECH & BUSINESS UNIV

Deception jamming detection method based on multiple antennas

The invention provides a deception jamming detection method based on multiple antennas, aiming to solve the problems about detection and recognition of deception jamming for a satellite navigation system. The deception jamming detection method includes utilizing observed quality carrier phase capable of being provided by a receiver itself and adopting a multi-antenna direction finding process to achieve estimation of direction of arrival of satellite navigation signals or deception jamming signals, comparing the estimation result with ephemeris messages solved from the receiver so as to achieve detection and recognition of deception jamming. The deception jamming detection method based on multiple antennas utilizes the observed quality information provided from the receiver of the existing satellite navigation system sufficiently, has the advantages of simple structure, low complexity and wide application, and is a practical deception jamming detection and recognition algorithm for the field of satellite navigation deception monitoring.
Owner:NO 54 INST OF CHINA ELECTRONICS SCI & TECH GRP

Moulded coal raw material suitable for low rank coal upgrading technology

The invention provides a moulded coal raw material suitable for low rank coal upgrading technology, the moulded coal raw material includes a low rank coal moulded coal body formed by low rank coal and an additive, the additive is an organic binder, air isolation destructive distillation weight loss of the organic binder at 850 DEG C is less than 50%; the moulded coal raw material also includes a non low rank moulded coal layer externally coating the low rank coal moulded coal body, the non low rank moulded coal layer is prepared from one or a plurality of medium rank coal, high rank coal or medium-high rank coal, and the adding amount of the low rank coal is 60-80wt% of the moulded coal raw material. The moulded coal raw material not only solves the problems of low using degree of a stamped coke oven and excess production capacity of coking industry in the prior art, and solves the problems of restricted application due to no large-scale industrial equipment in view of the low rank coal, after the additive is mixed with the low rank coal, effective components in the additive contribute to degradation of polymer in low rank coal at high temperature and fracture of polymer in the low rank coal so as to improve the oil and gas yield in technical process.
Owner:BEIJING SJ ENVIRONMENTAL PROTECTION & NEW MATERIAL CO LTD

Manufacturing method of non-isometric closed square tube shaped carbon fiber beam structural workpiece of unmanned aerial vehicle

ActiveCN108943769ASolve structural layout optimization problemsSolve layout optimization problemsDomestic articlesFiberManufacturing engineering
The invention relates to a manufacturing method of a non-isometric closed square tube shaped carbon fiber beam structural workpiece of an unmanned aerial vehicle. The manufacturing method comprises the following steps: manufacturing a mold; then manufacturing rigid false body in the mold; then manufacturing an air bag core membrane in the rigid false body; and finally, removing the rigid false body, paving a prepreg between the mold and the air bag core membrane and carrying out vacuumizing, vacuum pre-compacting, process combining and curing to obtain a product. The integral forming tool is simplified effectively, the forming process is simplified, and the integrally formed product is reliable in performance and stable in dimension.
Owner:XIAN AISHENG TECH GRP +1

Machine learning recognition method based on deep learning

The invention provides a machine learning recognition method based on deep learning. Multiple times of different learning training can be performed on a machine learning model f1 with a certain quantity of known classes of multimedia data samples in different contrast sample input arranging orders, the machine learning model f1 obtained by learning is used for recognizing multimedia data classes and selects a convolutional neural network model or a fully connected neural network model, dependence on a huge number of training samples is reduced substantially, the multimedia data classes not subjected to learning training can be expanded conveniently for class recognition, the problem that practical applicability and generality are limited due to dependence of the conventional machine learning method for multimedia data classification on the huge number of training samples and failure in direct classification recognition on the classes not subjected to learning training is solved well, and the machine learning recognition method can be applied to more specific multimedia data classification occasions more extensively and more effectively.
Owner:重庆茂侨科技有限公司

Coking process raw materials

The present invention provides coking process raw materials, which comprise low-rank coal and an auxiliary agent, wherein the auxiliary agent is an organic binder with air isolated dry distillation weightlessness of less than 50% at a temperature of 850 DEG C, and preferably the organic binder is asphaltene with a softening point of more than 100 DEG C. According to the present invention, with the raw materials, the problems of low existing stamp-charging coke oven utilization rate and excess coking industry production capacity are solved, and the problem that the application of the low-rank coal is limited due to no large-scale industrial equipment is solved; and after the auxiliary agent and the low-rank coal are mixed, the degradation of the macromolecule polymer in the low-rank coal at the high temperature and the breaking of the macromolecule in the low-rank coal are easily achieved through the effective components in the auxiliary agent so as to improve the oil gas yield during the process, wherein the total amount of the oil gas is increased by more than or equal to 10%.
Owner:BEIJING SJ ENVIRONMENTAL PROTECTION & NEW MATERIAL CO LTD

Device-to-Device (D2D) communication method and device, and D2D communication control device

The invention discloses a Device-to-Device (D2D) method and device, and a D2D communication control device. In the abovementioned method, the position of a first resource is determined among D2D resources in a D2D resource period; according to the position of the first resource and a predefined hopping rule, the position of a second resource is determined; and D2D signals are sent on physical resources corresponding to the first resource and the second resource, or, a D2D signal is sent on the physical resource corresponding to the second resource. According to the technical scheme provided by the invention, a circumstance that different user equipment sends and monitors a D2D signal at the same time and thus the user equipment cannot receive the D2D signals from each other is avoided, thereby improving universality of the D2D communication method.
Owner:ZTE CORP

Barrage processing methods and system, and terminal

The present invention provides barrage processing methods, a barrage processing system, and a terminal. The method comprises the steps of receiving barrage data, inserting the barrage data in a code stream of a digital video broadcast (DVB), and broadcasting the code stream through a DVB network to send to the terminal. Through adoption of the method, a problem that the barrage is limited to be used in the broadcast television field is solved, and the barrage can be applied in the broadcast television field.
Owner:ZTE CORP

Graphene modified hollow fiber membrane and preparation method thereof

The invention relates to a graphene modified hollow fiber membrane, which is prepared from the following raw materials in percentage by weight: 1%-30% of polyvinylidene fluoride resin, 0.1%-5% of hydrophilic modified resin, 1%-2% of a graphene additive, 0.5%-1.0% of a coupling agent and 60%-80% of a solvent. The invention further provides a preparation method of the graphene modified hollow fiber membrane. By the prepared graphene modified hollow fiber membrane, good combination of inorganic components and organic components is achieved, and thus the graphene modified hollow fiber membrane is a membrane material with the advantages of an inorganic membrane and an organic membrane; the surface property and the mechanical property of the membrane material are improved; the problem of application limitation of a hollow fiber membrane during oily wastewater treatment is effectively solved; the procedure of pretreatment of oily water is omitted, and the treatment cost is reduced; the alkali resistance is good; the chemical cleaning resistance of a membrane filament is improved; and the service life of the membrane is prolonged.
Owner:四川久润环保科技有限公司

Electric operating mechanism of high-voltage isolating switch

The invention relates to an electric operating mechanism of a high-voltage isolating switch, fundamentally solving the problems of potential safety hazards and the like existing in the field welding of an output shaft and an isolating switch operating rod. The electric operating mechanism of a high-voltage isolating switch comprises a tank body as well as a mechanical driving device, an electric appliance control device and a manual-electric electrical locking device which are assembled in the tank body. The electric operating mechanism has the technical essential that a gear sleeve and a large gear which are meshed with each other form primary speed change in the mechanical driving device, the gear sleeve is fixed on an output shaft of an electric motor, a worm shaft and a worm gear which are meshed with each other form secondary speed change, one end of the worm shaft arranged in parallel to the output shaft of the electric motor is fixed with the large gear, and the end of a mechanism output shaft fixed on a worm gear, extending out of the tank body, is connected with the isolating switch operating rod through a semi-subdivision type connecting sleeve. The electric operating mechanism has the advantages of reasonable design, labor saving of manual operation, compact structure, small volume and convenient maintenance, and the mechanism output shaft and the isolating switch operating rod do not need to be welded in a field so that the safety and the reliability of field installation operations are increased, thereby obviously increasing the integral beautiful appearance of the electric operating mechanism.
Owner:SHENYANG CHENGLIANHONG ELECTRIC APPLIANCE MFG

Method for molding coaxial dielectric filter green body

The invention discloses a method for molding a coaxial dielectric filter green body. The method comprises the following steps: preparing a ceramic-based diaphragm, and cutting; disassembling the device structure into a group of plane figures from the vertical plane of a laminating direction according to the thickness of the diaphragm, and performing pattern transfer on the cut diaphragm; laminating the pattern transferred diaphragm in sequence until the total thickness of the diaphragm reaches a set device thickness, and heating and pressurizing the layered diaphragms to form a molded ceramic blank; degreasing and sintering the molded ceramic blank body to obtain the required ceramic device green body. According to the process, the problem that a complex ceramic device is hard to mold and limited in application can be solved, the thought of integral molding assisted by later process, which is followed by a traditional method is bypassed, the problems of low yield, poor operability, low flexibility, high broken rate of filter green bodies, offset out of control of a coupling structure, reduced bandpass filtering capability and the like are solved, and preparation of the ceramic device green body with complicated structure can be effectively realized.
Owner:HUAZHONG UNIV OF SCI & TECH

High-temperature alloy wire rod and high-speed wire rod rolling method thereof

The invention discloses a high-temperature alloy wire rod and a high-speed wire rod rolling method thereof. The high-speed wire rod rolling method comprises the following steps that blanks are prepared, and the blanks are designed to be made of GH2132 high-temperature alloy; heat treatment is carried out, the blanks are treated in three stages of preheating, heating and soaking, wherein the temperature of the preheating stage is from 960 DEG C to 1000 DEG C, the temperature of the heating stage is from 1120 DEG C to 1170 DEG C, and the temperature of the soaking stage is from 1200 DEG C to 1230 DEG C; rolling is performed at high speed, rolling is carried out in a plurality of passes, wherein the pressing amount of each pass is less than or equal to 30%, and the maximum rolling speed is 30-60 m / s; and the cooling is controlled, wherein the cooling speed is 20-25 DEG C / s. The high-speed wire rod rolling of the GH2132 high-temperature alloy wire rod with the wire rod weight greater than 1.5t is achieved, a series of defects and safety problems caused by the fact that harmful phases are separated out and the rolling force is too large are avoided, rolling cracking is effectively prevented, the tensile strength of the prepared wire rod is 600-800 MPa, the shrinkage rate of the section is larger than or equal to 50%, the grain size can reach 8.3-9.3 grade, and the problem that the application of the GH2132 high-temperature alloy wire rod is limited due to the wire rod weight and the rolling efficiency is solved.
Owner:INST OF RES OF IRON & STEEL JIANGSU PROVINCE +2

N-thiosemicarbazide-O-quaternary ammonium chitosan oligosaccharide and preparation method and application thereof

ActiveCN107312110ASolve the problem of poor adsorption and easy to be dissolved and corrodedFacilitate other chemical reactionsBiocideSugar derivativesDouble bondAntibacterial activity
The invention discloses N-thiosemicarbazide-O-quaternary ammonium chitosan oligosaccharide and a preparation method and an application of the N-thiosemicarbazide-O-quaternary ammonium chitosan oligosaccharide and preparation method and application. The structural formula of the N-thiosemicarbazide-O-quaternary ammonium chitosan oligosaccharide is shown in the description. The preparation method comprises the following steps: enabling formaldehyde and an amino on the chitosan oligosaccharide to react to obtain N-methylene chitosan oligosaccharide, enabling 3-chlorine-2-hydroxypropyl trimethyl ammonium chloride and a hydroxyl on C6 site of the N-methylene chitosan oligosaccharide to react to obtain N-methylene-O-quaternary ammonium chitosan oligosaccharide, finally enabling thiosemicarbazide and a carbon-nitrogen double bond of the N-methylene-O-quaternary ammonium chitosan oligosaccharide to have an addition reaction to obtain the N-thiosemicarbazide-O-quaternary ammonium chitosan oligosaccharide. The N-thiosemicarbazide-O-quaternary ammonium chitosan oligosaccharide solves the problems that chitosan oligosaccharide and chitosan derivatives are poor in adsorbability and are easy to dissolve and corrode, and can be used in acid, neutral and alkaline solutions. Moreover, the antibacterial activity of the N-thiosemicarbazide-O-quaternary ammonium chitosan oligosaccharide is improved, and the N-thiosemicarbazide-O-quaternary ammonium chitosan oligosaccharide has excellent effects on adsorbing metal ions and inhibiting bacteria.
Owner:南通药享科技有限公司

Unmanned aerial vehicle image ground fracture identification and extraction method based on machine learning

The invention discloses an unmanned aerial vehicle image ground fracture identification and extraction method based on machine learning. The method comprises the steps of obtaining mining area land crack image data through unmanned aerial vehicle photogrammetry, each image data is cut into small image data with equal pixels, constructing an image data set with different background information according to clustering analysis, so that a learning sample of a land crack recognition model based on machine learning is established, and verifying the classification accuracy of the model in a cross manner by adopting a machine learning algorithm of a support vector machine and a one-leaving method. When crack information is extracted, identified crack-free images are changed into image data with afull-white background, crack extraction is carried out on identified crack-containing images to obtain gray scale image data with a white background and black crack information, and the two types ofimages are spliced according to a cutting sequence. According to the method, the problem that the application of a machine learning algorithm is limited due to the fact that mining area land surface information is too complex in mining area ground fracture recognition application is solved, and the real-time performance, precision and efficiency are high.
Owner:陕西陕北矿业韩家湾煤炭有限公司 +1

Preparing method of graphene aerogel/polyurethane foam conductive composite

InactiveCN109650779AImprove conductivityHigh pressure resistance sensitivityGrapheneCeramicwareFreeze-dryingMechanical property
The invention belongs to the field of intelligent materials, and discloses a preparing method of a graphene aerogel / polyurethane foam conductive composite. The method includes the following steps of preparing and then mixing graphene oxide dispersing liquid and a chitosan solution, filling hole foam with a mixed solution in a vacuum state, and preparing the finished graphene aerogel / polyurethane hole foam composite product through the measures of freezing treatment, freeze-drying and thermal treatment. The method has the advantages that by introducing high-conductivity high-piezoresistance-sensitivity graphene / chitosan aerogel into the polyurethane hole foam with excellent mechanical property, the excellent conductivity and piezoresistance of the graphene / chitosan aerogel are realized, meanwhile it is ensured that the composite has the excellent mechanical property, the problem that application is limited due to the poor mechanical strength of the aerogel is solved, and the prepared composite has conductivity, high piezoresistance sensitivity, high compression resilience, high durability and the like.
Owner:SICHUAN UNIV

Certificate storage method, device and system based on block chain and storage medium

The invention provides a storage method, device and system based on a block chain and a storage medium. The method comprises the steps that a data node stores storage information to a storage node, and then the data node obtains a first Merkle tree and a second Merkle tree; Wherein the first Merkle tree is obtained by the data node according to the storage information; wherein the second Merkle tree is obtained by the storage node according to the storage information; Therefore, the data node verifies the second Merkle tree by using the first Merkle tree, if the verification is passed, the data node broadcasts a first broadcast message on a block chain, and the first broadcast message is used for indicating the mining node to generate a new block according to the second Merkle tree. According to the method provided by the invention, the problem that the application of the block chain-based evidence storage system is limited due to the storage pressure can be solved to a certain extent.
Owner:CHINA UNITED NETWORK COMM GRP CO LTD

Manufacturing method for composite tailplane of small and medium size unmanned aerial vehicles

The invention relates to a manufacturing method for a composite tailplane of small and medium size unmanned aerial vehicles. According to the method, the problem of limitation to the application of the present integrally molded tailplane structure is solved, the operability, airtightness and demolding property during the molding process of the product are promoted, and the complexity of integrallymolding assembling and the application scope of integral molding for the tailplane structure are effectively improved. The potential quality hazard in the present integral molding is effectively reduced, the quality of the integrally molded tailplane is more stable and the reliability of the products is effectively promoted; the integrally molding assembling is simplified and the molding technology is simplified; the performance stability and size stability of the integrally molded product are guaranteed, the design / manufacturing integration is realized, the technological difficulty is reduced and the production cycle is shortened.
Owner:XIAN AISHENG TECH GRP +1

Relation extraction method and device based on transfer dependency relation and structure assistant

The invention discloses a relation extraction method and device based on a transfer dependency relation and a structure assistant, belonging to the field of relation extraction. The technical problemto be solved by the invention is how to process the dependency relationship definition and symbol difference of an extraction template and a rule dependency tree library existing in current relationship extraction and has poor universality, difficulty in machine learning feature selection, high cost of manually annotating training corpora and low accuracy of automatically annotating the training corpora. According to the technical scheme, the method comprises the following steps that S1, acquiring named entities and dependency relationships, wherein natural language processing software is usedfor processing sentences, and acquiring the dependency relationships between the named entities and different components; S2, extracting a relationship in the original sentence; and S3, simplifying the original sentences and extracting the relationship. The device comprises a named entity and a dependency relationship acquisition unit, an original sentence relationship triple extraction unit andan original sentence simplification and relationship triple extraction unit.
Owner:INSPUR QILU SOFTWARE IND

Fresh-keeping method of pre-conditioning meat product

InactiveCN107114465AGive full play to the broad-spectrum antibacterial effectAdd flavorFood ingredientsMeat/fish preservation using chemicalsEugenolPre conditioning
The invention relates to the field of fresh keeping of meat products and in particular relates to a fresh-keeping method of a pre-conditioning meat product. The pre-conditioning meat product is treated through adopting a combination method of eugenol and tea polyphenol so that the quality guarantee period of the pre-conditioning meat product is remarkably prolonged and the umami of the pre-conditioning meat product is improved; the fresh-keeping method of the pre-conditioning meat product, which can be used for remarkably prolonging the fresh-keeping period of the pre-conditioning meat product and is beneficial for health of human bodies is obtained.
Owner:广西山水牛畜牧业有限责任公司

Soluble polyimides containing phenolic hydroxyl group and preparation method and application thereof

The invention belongs to the field of chemical synthesis and discloses soluble polyimides containing phenolic hydroxyl group and a preparation method and application thereof. The soluble polyimides containing phenolic hydroxyl group has a structure as shown in the formula (I). The invention also discloses a preparation method of the soluble polyimides containing phenolic hydroxyl group. By high temperature and by the use of a catalyst, cyclization efficiency is enhanced, and reaction time is shortened. As the obtained polyimides contain lots of flexible groups and large volume of phenyl ring side-group, the product has high molecular weight and is chemically soluble. The problem that polyimides have poor dissolvability and application of polyimides is limited is solved. On this basis, it is also easy to process a polyimide film, and the application range is widened. By introducing phenolic hydroxyl group into PI molecular chain, thermal property is not influenced, and compatibility or adhesive property of the polyimide material with other materials is improved. The product can be applied to electronic packaging, film materials and adhesives.
Owner:NANXIONG MATERIAL PRODION BASE OF CHINESE ACADEMY OF SCI GUANGZHOU CHEM +1

Method for treating casing processing wastewater and application of treatment product

The invention discloses a method for treating casing processing wastewater. The method comprises the following steps: (1) regulating the PH value of the casing processing wastewater to be 6.0-7.0 with hydrochloric acid with mass concentration of 10%, thus obtaining a solution I; (2) adding a chelating agent to the obtained solution I, thus obtaining a solution II; (3) adding a coagulant aid to the obtained solution II, thus obtaining a solution III; (4) adding a flocculant to the obtained solution III, thus obtaining a solution IV; (5) enabling the obtained solution IV to stand for 1-3 hours, collecting the supernatant, and then filtering the precipitate; (6) drying the filtered precipitate; (7) treating the collected supernatant with ultrafiltration and nanofiltration membranes. The method has the advantages that polypeptides and amino acids, which are not easy to extract, in the casing processing wastewater are extracted by synthesizing an amino acid chelate with the polypeptides and amino acids, so that the extraction ratio is high; the reclaimed water can be recycled, thus saving the resources; the treatment method is simple, is easy to control and simultaneously has economic and environmental benefits.
Owner:CHONGQING TIANSHI ANIMAL PROD

Machine learning recognition method based embedded coding learning

The invention provides a machine learning recognition method based embedded coding learning, and the method comprises the steps: carrying out the different learning training of a machine learning model f1 for many times through a certain number of multimedia data samples of a known type and different contrast sample input arrangement sequences, so as to carry out the type recognition of the multimedia data. The machine learning model f1 is designed to be a combined model framework of a coding function model and a convolutional neural network model or a full-connection neural network model, thereby greatly reducing the dependence on the mass training samples. Moreover, the method can be conveniently extended for the type recognition of the multimedia data which is not trained, solves problems that the actual application and universality are limited because a conventional multimedia data classification machine learning recognition method depends on the mass training samples and cannot directly achieve the classification recognition of the types which are not trained, and can be applied to more specific multimedia data classification application occasions more widely and effectively.
Owner:重庆茂侨科技有限公司

Novel biological membrane water purifying and fountain aeration coupling device

The invention discloses a novel biological membrane water purifying and fountain aeration coupling device. The device is characterized by comprising an organisms gathering tower, a fountain aeration system and a fixing system, wherein the organisms gathering tower comprises a round-cake-shaped hollow base, a circular-truncated-cone-shaped hollow tower body, a hydrophilic biofilm colonization carrier material and an anaerobic zone annular cover; the fountain aeration system comprises a stainless steel sleeve with screen holes, a submersible pump, a submersible pump fixing device, a plastic hose, a submersible pump power supply cable, a water conveying pipe and a fountain head; the fixing system comprises a stainless steel anchoring rod, a nylon soft rope and annular binding holes. The submersible pump arranged in a polluted river water body is used for lifting river water which is low in dissolved oxygen content, the river water makes full contact with air after being sprayed by the fountain head, the oxygen-enriched river water is sprayed to the organisms gathering tower, and the aerobic-anaerobic biological membrane purified river water is formed by means of microorganisms, algae, protozoa and the like.
Owner:南京市市政设计研究院有限责任公司

Amphipathic AIE (aggregation-induced emission) molecule, synthetic method thereof, autofluorescence nano-micelle and application

An amphipathic luminescent molecule with an AIE (aggregation-induced emission) characteristic is characterized in that a chemical structural formula of the luminescent molecule is shown in the specification, wherein X and Z are integers from 0 to 100, Y is an integer from 5 to 500, and each of an R1 group and an R2 group is any one of a linear or branched alkyl group, a naphthenic base, a heterocyclic alkyl group, an alkoxy group, an alkylamino group and halogenated alkyl group. A synthetic method comprises the following steps: polyether amine which is taken as a reaction initiator has a heating reflux reaction with a grafting agent in nitrogen atmosphere, a brown liquid product is obtained, washed with an organic solvent, filtered and dried, and a target product is obtained. The luminescent molecule is dissolved in water, and an autofluorescence nano-micelle is formed. The invention further provides an application of the autofluorescence nano-micelle. The problem of limited application of luminescent materials with the AIE characteristic due to hydrophobicity and toxicity in the prior art is solved.
Owner:LIAONING NORMAL UNIVERSITY

Coking technology for briquettes containing low-rank coal, garbage and biomass

The invention provides a coking technology for briquettes containing low-rank coal, garbage and biomass. The technology comprises loading low-rank coal and garbage into a bundle-shaped material formed through packing of biomass, and then performing compacting treatment on the obtained material with a core-shell structure under specific conditions, so as to prepare the briquettes containing the low-rank coal, the garbage and the biomass. Therefore, the low-rank coal, garbage and biomass raw materials can be pushed into a stamp-charging coke oven for high-temperature dry distillation, and also, solid products generated after dry distillation of the low-rank coal, the garbage and the biomass can be easily pushed in the stamp-charging coke oven, and thus a considerable amount of raw gas, tar and carbon residues can be obtained. The technology of the invention not only can reduce the raw material cost of oil gas and coke products, but also can effectively realize resourceful utilization of garbage and biomass, and accordingly has both considerable economic benefits and certain social benefits.
Owner:BEIJING SJ ENVIRONMENTAL PROTECTION & NEW MATERIAL CO LTD

Machine learning recognition method based on embedded coding and contrast learning

The invention discloses a machine learning recognition method based on embedded coding and contrast learning, and the method comprises the steps: carrying out the different learning training of a machine learning model f1 for many times through a certain number of multimedia data samples of a known type and different contrast sample input arrangement sequences, so as to carry out the type recognition of the multimedia data. The machine learning model f1 is designed to be a combined model framework of a coding function model and a convolutional neural network model or a full-connection neural network model, thereby greatly reducing the dependence on the mass training samples. Moreover, the method can be conveniently extended for the type recognition of the multimedia data which is not trained, solves problems that the actual application and universality are limited because a conventional multimedia data classification machine learning recognition method depends on the mass training samples and cannot directly achieve the classification recognition of the types which are not trained, and can be applied to more specific multimedia data classification application occasions more widelyand effectively.
Owner:重庆茂侨科技有限公司

Storage method, device and system based on block chain and storage medium

The invention provides a storage method, device and system based on a block chain and a storage medium. The method comprises the steps that a data node broadcasts a first broadcast message on a blockchain, the first broadcast message is used for requesting to store to-be-stored information on the block chain, and then the data node obtains a first Merkle tree and a second Merkle tree; wherein thefirst Merkle tree is obtained by the data node according to the to-be-stored information; wherein the second Merkle tree is obtained by the storage node according to the to-be-stored information; therefore, the data node verifies the second Merkle tree by using the first Merkle tree, and if the verification is passed, the data node broadcasts a second broadcast message on a block chain, and the second broadcast message is used for indicating the mining node to generate a new block according to the second Merkle tree. According to the method, the problem of application limitation caused by storage pressure of a block chain-based storage system can be solved to a certain extent.
Owner:CHINA UNITED NETWORK COMM GRP CO LTD

A coking process containing low-rank coal

The invention discloses a coking process containing low-rank coal. The coking process comprises the following steps: (1) crushing low-rank coal, and mixing with an auxiliary agent to form a low-rank coal raw material; (2) firstly performing pressure forming on one or more of crushed middle-rank coal, high-rank coal or intermediate-high-rank coal to form a non-low-rank-coal type coal bed; and adding the low-rank coal raw material on the non-low-rank-coal type coal bed, and continuously performing pressure forming on the low-rank coal raw material to form a low-rank coal type coal bed which is positioned on the non-low-rank-coal type coal bed so as to form a final molded coal raw material; and (3) pushing the molded coal raw material into a coke oven for coking, wherein the weight loss of the auxiliary agent caused by destructive distillation in isolating air at 850 DEG C is less than that of 50% of an organic binding agent. By adopting the coking process containing the low-rank coal disclosed by the invention, the problems of low availability of an existing tamping coke oven and excess capacity in the coking industry can be solved, and the problem that the application of the low-rank coal is limited because no large-scale industrial equipment is provided also can be solved.
Owner:BEIJING SJ ENVIRONMENTAL PROTECTION & NEW MATERIAL CO LTD
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