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52results about How to "Comprehensive indicators" patented technology

Personal credit assessment method and system based on fusion neural network feature mining

PendingCN112819604AComprehensive coverage of indicatorsComprehensive Indicator CoverageFinanceCharacter and pattern recognitionFeature miningFeature vector
The invention relates to a credit assessment technology, and aims to provide a personal credit assessment method and system based on fusion neural network feature mining. The method comprises the steps that behavior data of an individual user are preprocessed and checked and then subjected to matrix processing, and the obtained data serve as input of an LSTM model and a CNN model at the same time; in the LSTM model, sequentially processing by an embedding layer, a bidirectional long short-term memory neural network and an attention mechanism layer, and outputting a time sequence behavior feature vector extracted from the data; in the convolutional neural network model, processing is carried out through a convolutional layer and a pooling layer in sequence, and local behavior feature vectors extracted from the data are output; and carrying out vector splicing on the two types of feature vectors, taking the spliced feature vectors as input of an XGBoost classifier, and carrying out training to finally obtain a personal credit evaluation result. Compared with the prior art, the method has the characteristics of comprehensive index coverage, wide processing index source, advanced modeling mode, flexible model expansion, complete and effective feature extraction and accurate result.
Owner:浙江农村商业联合银行股份有限公司

Voltage weak region evaluation method for alternating current system at direct current receiving end

The invention discloses a voltage weak region evaluation method for an alternating current system at a direct current receiving end. The voltage weak region evaluation method comprises the steps of calculating the sensitivity of an alternating current node voltage relative to direct current falling point reactive power by taking a load static voltage characteristic-considered alternating current direct current power system power flow equation as the basis; next, based on a continuous power flow method, calculating the static voltage stability margin of a near region alternating current node of the load static voltage characteristic-considered direct current falling point; and finally, obtaining the voltage weak region evaluation index by comprehensively considering the two indexes. According to the method, in the voltage weak region evaluation process, the reactive-voltage sensitivity and static voltage stability margin are taken into comprehensive consideration, so that the indexes are more all-around; and meanwhile, the load static voltage characteristic is taken into consideration in the sensitivity and static voltage stability margin calculation, so that the obtained result can better reflect the operation law of the system, thereby promoting guidance in subsequent control strategy formulating.
Owner:HOHAI UNIV

Chinese ephedra medicinal material, and content determination method of three alkaloids in preparation thereof

ActiveCN103512998AExtend your lifeSimplify flushing proceduresComponent separationMethylephedrine hydrochloridePseudoephedrine Hydrochloride
The invention relates to a Chinese ephedra medicinal material, and a content determination method of three alkaloids in a preparation thereof. The method has the characteristics that: a common reversed-phase column and a non-buffer salt which is a mobile phase of acetonitrile-methanol-0.1% phosphoric acid with a volume ratio of 1-1.5:4-4.2:94.5-95.0 are adopted; at 207+/-2nm, contents of ephedrine hydrochloride, pseudoephedrine hydrochloride, and ephedrine methyl hydrochloride in the Chinese ephedra medicinal material and the preparation thereof are simultaneously determined. A sample is only processed through water-containing methanol ultrasonic extraction and alumina impurity removing, such that a near-colorless transparent solution is obtained. The method is simple, fast, reproducible, and accurate. According to the quantitative chromatogram of the three alkaloids, a baseline is stable, peak separation is good, and the peak appearing is completed within 20min. Compared with a traditional method with a buffer-salt solution, a specific chromatographic column, and unconventional organic phase ratio and flow rate, with the method provided by the invention, instrument and chromatographic column service lives are prolonged, cost is reduced, and detection conditions are communized. The method is suitable for popularization and application of basic units.
Owner:丰宁满族自治县七环旅游开发有限公司

Wearing influencing factor tester of yarn in porcelain eye position

The invention relates to a wearing influencing factor tester of a yarn in a porcelain eye position. A swinging plate is hinged to the upper end of a vertical support, a track segment is arranged at one side of the front surface of the swinging plate, and a slide block runs on the track in a direction guiding manner; a hollow tube is coaxially fixedly arranged at the other side of the front surface of the swinging plate, and two ends of the hollow tube are provided with porcelain eyes; the end portion, at one side of the slide block, of the swinging plate is fixedly provided with a motor, the driving shaft of the motor drives a disc arranged on the front side of the swinging plate, one end of a swinging rod is hinged to the front disc surface of the disc, and the other end of the swinging rod is hinged to the slide block; and one end of a yarn to be detected is fixed on the slide block through a clamping plate, and the yarn to be detected traverses through the hollow tube and is hoisted with a counterweight. The tester has the advantages of convenience in operation, high test efficiency, test of the wearing influencing factor of the yarn passing through the porcelain eyes by regulating the speed of the motor, the angle between the yarn and the central axis of the porcelain eyes and the mass of the counterweight, and provision of guaranteeing for the onsite rapid detection of the wearing performance of the yarn.
Owner:HEBEI UNIVERSITY OF SCIENCE AND TECHNOLOGY

Preparation method of zero-adding charcoal-roasted okra bean coffee powder

The invention discloses a preparation method of a zero-adding charcoal-roasted okra bean coffee powder. The preparation method comprises the following steps of cleaning and soaking; enzyme deactivating at high temperature; sand frying, oil reducing and fragrance extracting; deep roasting for obtaining coffee fragrance; grinding by a stone grinder; cooling by an air conditioner. The preparation method has the advantages that under the condition of no adding of coffee bean and derived essence and spices, the most basic feature of the charcoal-roasted coffee bean, such as heavy fragrance, can beobtained; under the condition of no adding of any thickener, the quality stability of the okra bean coffee powder is high through the technology time, temperature and speed, and the soft smooth mouthfeel which seldom can be realized by roasting of the charcoal-roasted coffee powder can be realized; under the condition of no adding of sugar products, the polysaccharide substance can be furthest released through the whole technology of roasting, temperature and time, so as to produce proper sweet degree, and realize the zero-add sugarmaking product; the nutritional components in the okra bean can be furthest reserved, the physical and chemical active components which cannot be realized in common coffee products are provided, and the full-zero product with eating safety can be truly realized.
Owner:海南香世界科技开发有限公司 +1

Indoor manual ravine stream device and method capable of simulating ravine stream ecological system

ActiveCN111691360ASimulation is accurateForecasting Complex ImpactsHydraulic modelsMotor speedOutfall
The invention discloses an indoor manual ravine stream device capable of simulating a ravine stream ecological system. A hollow-square water tank with an opening in the top is included, an entity partis arranged in the middle of the hollow-square water tank, a sunken position is arranged in the middle of the entity part, the sunken position is used for placing of a nutritive salt adding device, the same number of stones derived from a ravine stream to be researched are evenly placed in the hollow-square water tank, a telescopic steel structure support is mounted over the hollow-square water tank, a fluorescent lamp and an illumination regulation device are arranged on the steel structure support, a temperature and humidity monitoring instrument is further included, multiple concave inserting openings are formed in the inner walls of the two sides of the hollow-square water tank, a motor is connected with a motor rotating speed controller, a connecting shaft of the motor is fixedly provided with a wheel paddle, a water flow capable of circularly flowing is arranged in the hollow-square water tank, a water inlet and a water outlet are formed in the hollow-square water tank, and areconnected with a water pump and a hose correspondingly, a screen net is arranged at the connecting position of the hose and the water pump, a photometer is arranged on the indoor manual ravine streamdevice, and the invention further discloses a method using the device for carrying out an experiment.
Owner:CHINESE RES ACAD OF ENVIRONMENTAL SCI

A method for selecting differentiated transformation schemes for secondary power equipment

ActiveCN110727912BImprove Convergence DisadvantagesResolve incompletenessFuzzy logic based systemsResourcesComputational modelFuzzy analytic hierarchy process
The invention discloses a method for selecting a differentiated transformation scheme for secondary equipment of electric power. A hierarchical analysis structure including a scheme layer, a criterion layer and a target layer is constructed according to the use history information of secondary equipment and related norms and standards, and then the above-mentioned For the calculation model and quantification method of each index, the triangular intuitionistic fuzzy number theory is used to fuzzify all the indexes; the fuzzy analytic hierarchy process is improved by defining a new scoring function, and the weight of each index is calculated based on the fuzzy number algorithm, and then stratified Sort. The present invention is based on the triangular intuitionistic fuzzy theory to select the differentiated transformation scheme of the secondary power equipment. Compared with other linear evaluation and sorting methods, it solves the problems of unclear definition fuzziness and incompleteness of statistical information in the evaluation process, and at the same time retains effective information, reduce the influence of subjective factors, and improve the ability of substations to carry out accurate secondary equipment differentiation technical transformation.
Owner:HOHAI UNIV
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