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209results about How to "Verify availability" patented technology

Design method for distributed hydrological model by using grid as analog unit

The invention discloses a design method for a distributed hydrological model by using a grid as an analog unit, which is called as ESSI for short. The design method comprises the following steps of: obtainment of a distributed parameter: converting vector data into grid data; generalization of a watershed hydrological process: establishing a universal runoff generating type for the grid; design of a runoff generating process: respectively computing the water-quantity distributing condition of each part according to different prior-period soil water conditions; design of a flow collecting process: respectively designing a Muskingum-Cunge method, a delay algorithm and a riverway segmentation Muskingum method for the flow collecting process computation of the model under different conditions; and model development and integration. The invention not only can finish the watershed hydrological process simulation at an arid region and a humid region, but also can realize the short-term flood forecast and the long-term rainfall-runoff process simulation and prediction of a watershed by using modularization and integration ideas as means, thereby providing scientific reference bases for deeply learning about the physical mechanism of water circulation by people, reducing the drought and water-logging disasters and reasonably developing and utilizing water resources.
Owner:NANJING UNIV

Joint probability density prediction method of short-term output power of plurality of wind power plants

The invention discloses a joint probability density prediction method of short-term output power of a plurality of wind power plants. The method comprises the following steps: carrying out single point value prediction on output power of each wind power plant by using a support vector machine regression prediction model; building a sparse bayesian learning model as to a prediction error to carry out probability density prediction of the error, so as to obtain an expected value and a variance of marginal probability density function prediction of the output power of a single wind power plant; carrying out statistic analysis on the prediction error characteristics of the output power of the plurality of wind power plants, building a dynamic conditional correlation-multivariate generalized autoregressive condition heteroscedasticity model, and integrating a marginal probability density prediction result of the output power of the single wind power plant and a correlation coefficient matrix to obtain a joint probability density function of the output power of the plurality of wind power plants; forming a multidimensional scene including space-time correlation characteristics by using a sampling technique. By adopting the joint probability density prediction method, a mean prediction value and prediction uncertainty information of the output power of the single wind power plant can be provided; the dynamic space-time correlation characteristics between output power prediction of the plurality of wind power plants also can be quantitatively described.
Owner:SHANDONG UNIV +1

Propagation-free model wireless network planning method based on machine learning

A received signal strength (RSS) predictor of a propagation-free model is trained based on a large number of actual network data sets, and the coverage performance of base station (BS) deployment is optimized through a multi-target heuristic method. In particular, more practical features of signal propagation, such as geographical environment and operating parameters of a base station, are fed into a machine learning (ML) model to predict received signal strength; besides, a multi-objective greedy algorithm is designed based on the prediction model, a feasible solution is initialized to meet geographical constraints and is fixed to be related to longitude and latitude of an optimization area, the optimization step length in the search direction is fixed, the step length is set according tothe upper limit and the lower limit of parameters, and the optimization objective is that the coverage rate reaches the standard with the least base stations. Numerical simulation results show that the multi-layer perceptron is superior to other machine learning algorithms in the aspect of received signal strength prediction, convergence and availability of the method are verified through base station deployment simulation, the coverage rate is better than that of actual deployment, and the number of base stations needing to be deployed is smaller.
Owner:BEIJING UNIV OF POSTS & TELECOMM

Camera self-calibration method based on two vanishing points

The present invention discloses a camera self-calibration method based on two vanishing points. With two groups of orthogonal parallel lines as self-calibration patterns, four and more sequence images of different viewing points are obtained, a Harris-based sub-pixel angle detection method is used to extract four intersections of self-calibration patterns in each image, and the image coordinates of the two vanishing points are calculated. According to a projection geometry characteristic that a light center is perpendicular to the connection line of the two vanishing points, the constraint equations of camera intrinsic parameters are listed, and the intrinsic parameters such as a image plane main point coordinate (u0, v0) and normalized focal lengths fx and fy are obtained. According to the method, a calibration plate and a calibration block are not needed, the acquisition of camera motion information and the world coordinate information of the self-calibration patterns are not needed, the calibration process is convenient, a shooting requirement is not high, the algorithm is simple and efficient, and large visual field, zoom and remote vision detection applications can be satisfied. The calibration precision is better than the precision of a three-vanishing-point self-calibration method, and the calibration of high precision can be completed by using a low-resolution camera.
Owner:ZHENGZHOU UNIV

Method for carrying out well design by using time-lapse seismic

The invention discloses a method for carrying out well design by using time-lapse seismic, which comprises the following steps: 1) respectively obtaining seismic data of two different time points according to methods of the step a and the step b: a. detecting the stratum basic parameters of a region to be detected, manufacturing an oil deposit profile of the region to be detected, establishing a stratum profile module according to the oil deposit profile, and obtaining three data bodies: the longitudinal wave speed, the transverse wave speed and the density according to the stratum basic parameters and the stratum profile module; and b. carrying out AVO forward modeling to obtain the overlapped seismic data of each incidence angle; 2) processing the seismic data in the two times to obtain seismic data difference; 3) carrying out reversion on the seismic data difference to obtain longitudinal wave difference, transverse wave difference, density difference and longitudinal and transverse wave speed ratio difference; 4) predicting the oil deposit parameter change; and 5) carrying out well design. The invention forms the difference reversion based on the time-lapse seismic for realizing the oil deposit parameter change prediction process and determining the well design, and the goal can not be realized by using conventional methods.
Owner:CHINA NAT OFFSHORE OIL CORP +1

Fault diagnosis method for condition-variable planetary gear box based on multi-sensor information fusion

InactiveCN105606360AReasonable vibration signal acquisition schemeAvoid expensiveMachine gearing/transmission testingTime domainAcquisition Scheme
The invention belongs to the technical field of fault diagnosis of rotary machines, and relates to a fault diagnosis method for a condition-variable planetary gear box based on multi-sensor information fusion, especially to a fault diagnosis method suitable for the condition-variable complex wind power planetary gear box. The method comprises the following steps that (1) according to the structural characteristic and diagnosis difficulty of the planetary gear box, proper vibration measuring point positions and sensor types are selected, and a collection scheme is made; (2) according to the order reconstruction technology, vibration signals are preprocessed, nonlinear non-smooth time domain signals are converted into smooth angle domain signals, and non-smooth vibration time-domain signals sampled in equal time interval are converted into angle domain vibration signals with smooth feature; (3) information of multiple sensors is fused; (4) faults of the planetary gear box are divided into distributed faults and local faults; (5) fault modes are identified; and (6) verification is carried out. According to the diagnosis method, the accuracy of a diagnosis result is high, and the practicality is high.
Owner:ELECTRIC POWER RES INST OF EAST INNER MONGOLIA ELECTRIC POWER +2

Method for extracting cracks in three-dimensional rock image

The invention discloses a method for extracting cracks in a three-dimensional rock image. The method includes the following steps: performing surface reconstruction, Laplace mesh smoothing and mesh simplification operation in sequence on each connected component of a three-dimensional rock pore model; then based on the triangular mesh unit triangle area and unit normal vector characteristics, utilizing K-mean clustering to calculate a clustering center; classifying a triangular mesh unit again according to the clustering center; executing hole repairing on a three-dimensional surface structure formed by triangular mesh units in each triangular mesh class to obtain a closed surface structure set; judging whether the closed surface structure set is a crack according to parameters such as a shape factor and an area ratio; executing morphological expansion processing on a closed surface structure set surface and internal voxel point set and performing AND operation on the closed surface structure set surface and internal voxel point set and a voxel point set of original three-dimensional rock pore model connected components, and a voxel point set obtained by the And operation is a crack. Compared with a traditional method, the method provided by the invention can correctly identify and accurately extract rock cracks.
Owner:SICHUAN UNIV

Method for building Nierji reservoir water ecological risk early warning model through fusion technology

The invention discloses a method for building a Nierji reservoir water ecological risk early warning model through the fusion technology, and relates to a method for building a Nierji reservoir water ecological risk early warning model. A system dynamics decision-making module is adopted for risk early warning and decision making quantitative analysis, then a Bayesian network model is adopted for risk early warning and decision making quantitative analysis according to a quantitative analysis result, and therefore Nierji reservoir water ecological risk early warning and decision making are achieved. The Nierji reservoir water ecological risk early warning model is built, the system dynamics and the Bayesian network model technology are fused, quantitative advantages in early-warning and decision-making research are highlighted, and Nierji reservoir water ecological risk early warning and decision making are achieved. The accuracy of the model is verified based on comparison and analysis for current data, and the availability of the model is verified through early-warning research on relative risk source risks and decision-making research on control strategies.
Owner:松辽流域水资源保护局松辽流域水环境监测中心 +1

Policy hidden type data access control method based on block chain

The invention discloses a strategy hiding type data access control method based on a block chain, which ensures the absolute control right of a user on data by utilizing the characteristics of decentralization, automatic execution of an intelligent contract and the like of the block chain, and avoids the risk of user privacy data leakage caused by random viewing of an access control strategy in the block chain. The homomorphic encryption thought is used for reference, the access control strategy can be correctly executed under the hidden condition through the bilinear mapping technology, and the privacy leakage risk caused by the access control strategy is prevented. The method comprises the steps that (1) a blockchain platform executes a group generation algorithm to generate common parameters; (2) a data owner generates personal related parameters through public parameters, constructs an access control strategy tree and publishes the access control strategy tree to the block chain; (3) a data accessor generates an available private key of the data accessor by utilizing the public parameters and the related parameters of the data owner; and (4) the blockchain platform firstly detects the availability of the visitor private key, then performs access control decision on the visitor private key and the data owner access control tree, interacts with the cloud storage service to complete data access if the matching succeeds, and otherwise returns rejection information.
Owner:BEIJING UNIV OF TECH

Method for movie recommendation on basis of orthogonal and cluster pruning based improved multi-objective genetic algorithm

The invention relates to a method for movie recommendation on the basis of an orthogonal and cluster pruning based improved multi-objective genetic algorithm. An improved algorithm OTNSGA-II is provided aiming at defects in distributivity and convergence of NSGA-II (non-dominated sorting genetic algorithm-II) and can be used for solving various multi-objective function optimization problems. By design of fault multi-objective orthogonal experiment initialization population, distributive deficiency caused by individual nonuniformity is avoided; by application of self-adaptive cluster pruning strategies, a population evolution process is maintained, and inferior individuals in an appropriate quantity are removed to keep convergence and distributivity of the population. By combination with information mining of user behaviors and movie properties, the algorithm is applied to solving of a practical problem of personalized movie recommendation, universality and effectiveness of the algorithm are explained by test comparison with existing algorithms, better recommendation results are obtained, recommendation accuracy rate, recall rate and coverage rate are increased, rich recommendation scheme combinations are provided, and interest points of users can be mined beneficially to provide more reliable recommendation services.
Owner:BEIJING UNIV OF TECH

Improved NSGA-II based individuation film recommendation method

The invention discloses an improved NSGA-II based individuation film recommendation method. In order to overcome the defect that a traditional recommendation algorithm only has accuracy and does not have diversity, a multi-objective optimization algorithm is adopted for optimizing two objectives, and therefore the diversity is improved on the condition that the accuracy is kept. In order to overcome the defects existing in the NSGA-II multi-objective optimization algorithm, the improved algorithm FFNSGA-II is put forward, the comprehensive relative entropy is designed for filtering initialized population, and population maldistribution is avoided; the self-adaptation noninferior solution filling is applied for maintaining the population evolution process, and the population astringency and distributivity are kept. On the basis of combination of user behaviors and film attribute information mining, the algorithm is applied to the actual individuation film recommendation, the universality and effectiveness of the algorithm are illustrated through testing comparison of the improved NSGA-II based individuation film recommendation method and an existing recommendation method, the better recommendation result is obtained, and the recommendation accuracy and diversity are improved.
Owner:BEIJING UNIV OF TECH

Automatic driving service unloading method based on edge calculation

The invention relates to an automatic driving service unloading method based on edge calculation. The method comprises the steps of S1, enabling a vehicle with an automatic driving function to sense the surrounding environment through various sensors and obtains data; S2, querying and detecting a current network state and available resources through an API before the vehicle runs; S3, enabling theedge or the cloud to calculate unloading strategies in different network states through an ILP integer linear programming model, and store the unloading strategies as a lookup table; S4, when the vehicle runs, registering the current network state with the stored lookup table, and when the matching is unsuccessful, performing adaptive dynamic scheduling by using a heuristic algorithm, and takingthe nearest task unloading strategy in the lookup table as the reference of the heuristic algorithm for iteration; and S5, returning a calculation result to the unmanned vehicle by the edge server andthe cloud, and repeating the operation in the step S4 at the beginning of the next period. According to the method, the low-delay performance required by unmanned driving is ensured, the service quality is improved, and the response time of an automatic driving calculation task is effectively shortened.
Owner:SUN YAT SEN UNIV

Micro-surfacing mixture mineral aggregate grading optimization design method

The invention discloses a micro-surfacing mixture mineral aggregate grading optimization design method. The method comprises the following steps of 1) determining different mineral aggregate grading schemes through the throughput of key sieve holes; 2) determining the stacking density of each scheme of the different mineral aggregate grading schemes; 3) performing initial performance testing on different graded mineral aggregates; 4) determining physical and mechanical indexes of the different graded mineral aggregates; 5) performing road performance examination on the different graded mineral aggregates; 6) determining micro-surfacing mixture optimal mineral aggregate grading. According to the method disclosed by the invention, the quality of the micro-surfacing mixture mineral aggregate grading is judged by adopting an aggregate stacking density method, so that a micro-surfacing mixture with a dense framework structure is obtained; moreover, the earlier-stage and later-stage road performances of the micro-surfacing mixture are comprehensively considered, so that a micro-surfacing mixture with great high temperature stability, skid resistance and relatively high abrasion resistance is obtained. According to the design method provided by the invention, test data is accurate and reliable; by referring to a testing method for a hot-mixed asphalt mixture, the popularization value is very good.
Owner:CHANGAN UNIV

Markov model-based multi-energy complementary system random stability analysis method

The invention provides a Markov model-based multi-energy complementary system random stability analysis method. In order to reasonably describe the changing condition of the illumination and the windspeed, existing illumination data, wind speed data and the like are subjected to clustering analysis, and then the center point of each cluster is obtained. The center point of each cluster is adoptedas one Markov state. A transfer rate matrix between all states is obtained through Bayesian reasoning. According to the Kirchhoff voltage and current law, a Markov state space model is built. On theabove basis, a random Lyapunov function is constructed for carrying out the random stability analysis. Moreover, though detecting the current value of a grid connection point, a current controller isdesigned to carry out the in-situ reduction of an adjustable load. According to the fluctuation condition of the new energy power generation, the consumption amount of the load is adjusted. Therefore,the power transmitted to the power grid is guaranteed to be continuous and stable. Finally, the simulation operator test is established and then the effectiveness and the practicability of the methodare verified.
Owner:HOHAI UNIV

Transformable array electrode type remediation device for heavy metal polluted soil

ActiveCN108326030ALow cation exchange capacityUniform natureContaminated soil reclamationPhysicsElectric field
The invention relates to a transformable array electrode type remediation device for heavy metal polluted soil. The device is characterized in that a soil chamber is arranged around a central electrode chamber, and the soil chamber and the central electrode chamber form concentric circles; a PRB (Permeable reactive barrier) is arranged in the concentric circles in the direction vertical to the electric field direction, and the central electrode chamber and the PRB form concentric circles; the space between the central electrode chamber and a PRB body is filled with a medium filler; six hollowvertical column type anode chambers are uniformly distributed on a circular arc of the soil chamber and are treated as surrounding electrode chambers; filtering nets are attached to the soil chamber,the anode chambers, the PRB, and the inner walls, adjacent to cathode chambers, of the PRB; electrodes are arranged in the anode chambers and the cathode chambers. According to the device, the array electrode arrangement mode is adopted, so that the remediation efficiency is improved; the remediation period is reduced; the size of the electrode chamber is adjustable; the electrodes can move, thusthe device can be switched among different remediation ranges, and as a result, the practicability is high; the electric remediation mode and the PRB are combined, so that the heavy metal in the soilcan be efficiently removed.
Owner:UNIV OF SHANGHAI FOR SCI & TECH

Continuous power flow method of alternating current and direct current power system considering wind power randomness

The invention discloses a continuous power flow method of an alternating current and direct current power system considering wind power randomness. Specific to the problem existing in stability calculation of a static voltage of a wind power plant-containing alternating current and direct current hybrid power transmission system, a Monte carlo method is adopted creatively to obtain a function relation between wind power output and voltage collapse point load margin through fitting; a calculation formula of voltage collapse point load margin expectation is deduced according to an air speed weibull distribution function, a relation between wind power output and power and a fitted function; the effectiveness of the method is verified on an improved IEEE9 node system; compared with the conventional Monte carlo method, the continuous power flow method disclosed by the invention is higher in accuracy and higher in speed; influence to the voltage collapse point load margin expectation from a direct current variable control value and air speed probability distribution parameters k, c values is further analyzed; and the method also can perform analysis on load margin of different load output directions conveniently, so that a direct current control value can be reasonably set by an operator according to the current air speed distribution condition so as to regulate an operating way favorably.
Owner:CHANGSHA UNIVERSITY OF SCIENCE AND TECHNOLOGY

Recovering method of asphalt in asphalt mixture

The invention discloses a recovering method of asphalt in an asphalt mixture. The method comprises the steps that: asphalt in asphalt mixture is extracted by using a centrifugal separation method specified by highway engineering asphalt and asphalt mixture testing procedures, such that an asphalt solution is obtained; the obtained asphalt solution is placed in a beaker and is allowed to stand for 24h for precipitation, and an upper-layer asphalt solution is obtained; the obtained asphalt solution is subjected to asphalt recovery by using an Abson method specified by the highway engineering asphalt and asphalt mixture testing procedures; the obtained recovered asphalt is placed in an aluminum spoon with a relatively large diameter, and is evaporated for 4h under a temperature of 130 DEG C in a baking oven, such that final recovered asphalt is obtained. The obtained final recovered asphalt can be used in various performance tests. With the recovering method of asphalt in asphalt mixture, the influences such as mineral powder and trichloroethylene residual solutions during the extraction and recovery processes upon the performances of asphalt can be effectively eliminated, such that the performance test accuracy of the recovered asphalt can be ensured.
Owner:JIANGSU SHANSHUI ENVIRONMENT CONSTR GRP

Flat steel bifurcated pipe and manufacturing method thereof

The invention relates to a flat steel bifurcated pipe and a manufacturing method thereof. The flat steel bifurcated pipe comprises a main pipe, a left branch cone and a right branch cone, wherein one end of the left branch cone is communicated with one end of the main pipe; one end of the right branch cone is communicated with one end of the main pipe; one side of the left branch cone leans against and is welded with one side of the right branch cone; another end of the left branch cone and another end of the right branch cone are respectively communicated with a left branch pipe and a right branch pipe; bottoms of the main pipe, the left branch cone, the right branch cone, the left branch pipe and the right branch pipe are located at the same one altitude. The flat steel bifurcated pipe has the advantages that the shape of the flat steel bifurcated pipe is different from the principle of the same one altitude of axial lines of various pipe joints of the other steel bifurcated pipes and ensures the same one altitude on the bottom of the various pipe joints; the same one altitude on the bottom of the pipe has independent goodness; water can flow freely to be discharged when high-pressure pipes are maintained without pumping the water by a water pump or arranging holes on the steel bifurcated pipe and connecting with a special drainage system; the drainage time is shortened greatly, and the effective work time for maintenance is prolonged; the flat steel bifurcated pipe has the advantages of regular shape, no deformity portions, reasonable force and no stress concentration phenomenon.
Owner:WUHAN UNIV

Method for observing charge and discharge state of power battery based on variable parameter model

The invention discloses a method for observing charge and discharge state of a power battery based on a variable parameter model, and belongs to the technical field of battery performance optimizationdesign. Aiming at the problems such as large errors of the existing lithium battery model and imperfect SOC observation method, a design is provided concerning the online precise observation technique of the SOC of the lithium battery, a TS fuzzy and extended Kalman filter (TS-EKF) joint estimator based on a variable parameter second-order RC model is proposed, thereby, by using the variable parameter second-order RC model, ensuring the simplicity of the model structure at the same time while ensuring good description of charge and discharge dynamic process of the lithium battery, realizing the control of grouped energy storage batteries and ensuring safe and efficient operation of the energy storage equipment. By realizing the TS-EKF joint observation algorithm on the physical platform,and at the same time, comparing the observation result of the SOC with the existing estimator, the superiority of the TS-EKF joint estimator is confirmed. The lithium battery SOC observation method provided by the invention plays an important role on maintaining safe and efficient operation of the battery system equipment, extending the overall life cycle of the battery pack and other aspects.
Owner:南京湛研能源科技有限公司
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