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391results about How to "Reduce time loss" patented technology

Hydraulic device for the injection of bone cement in percutaneous vertebroplasty

The present invention relates to the medical field, in particular relates to the practice of percutaneous vertebroplasty where a pair of syringes in the distal extreme of a lengthened hydraulic device, are united by a camera of intermediate connection of larger diameter (pressure exerting body) or modified inverted syringe tube with a bolster, a hydraulic connecting tube of flexible material that transmits the pressure of the smaller diameter manual or impulsion syringe in the proximal extreme of the device toward the intermediate cylindrical larger diameter camera (pressure exerting body), this camera is in an inverted position with regard to the first syringe (fluid control), this intermediate camera has a moving piston longitudinal to the axis of the cylinder that is controlled with the first syringe (manual) and in cooperation with the atmospheric pressure. The injecting syringe loaded with bone cement is coupled with the bolster of the body of pressure, and to the needle that drives the cement toward the interior of the bone. The intermediate camera (pressure exerting body) together with the hydraulic tube and the manual syringe form a hydraulic press system (F / A=f / a) that allows to increase in a potential way the pressure exerted in the first syringe and to make the injection of polymethylmethacrylate (PMMA) at an approximate distance of 1.0 m to 1.5 m.
Owner:DEPUY SYNTHES PROD INC

Multi-Interface Communication Device, Terminal, And Path Switching Method

A router, if judging that a routing function is impossible to execute, sends out a connection instruction message including the address of a terminal on a local network terminating the relaying flow, to another router to solicit switching. The router having received the connection instruction message starts a process for connecting with an external network while executing a process for link connection with a terminal, and then sends out a connection completion notice message when the connection with both the external network and the terminal is established. This process enables the router to switch a path rapidly.
Owner:PANASONIC CORP

Method for text error correction after voice recognition based on domain identification

The invention belongs to the field of voice recognition text processing and discloses a method for text error correction after voice recognition based on domain identification and aims at solving theproblem that a processing method in the prior art needs lots of labor for intervention, is low in error correction efficiency and cannot conduct error correction on proper names. The method comprisesthe following steps that (a) error knowing and analysis are conducted on texts obtained after voice recognition, and the field which text sentences belong to are primarily determined; (b) sentences toundergo error correction are segmented according to predefined syntax rules and are divided into redundancy portions and core portions; (c) a search engine is utilized to perform character string fuzzy matching and determine candidate specific word bank sets of the core portions of the sentences; (d) similarity scores are calculated according editing distances, and error correction is conducted on the redundancy portions and the core portions; (e) the redundancy portions and core portions undergoing the error correction are fused, and then error correction results are output.
Owner:SICHUAN CHANGHONG ELECTRIC CO LTD

Local file system-based small file reading and writing method and system

The invention discloses local file system-based small file reading and writing method and system. The method comprises the following steps: aggregating small files belonging to a same directory in a local file system into N large files, wherein the N is a positive integer; generating a corresponding index file for each directory one to one, wherein the index files comprise names of all the small files in the directories, names of the large files where the small files are arranged and positions of the small files in the large files; receiving small file operating instructions comprising path names of the small files and determining the index files corresponding to the directories which the small files belong to according to the small file operating instructions, wherein the operations comprise reading and / or writing; modifying the names and the positions of the small files in the path names of the small file operating instructions to the names of the large files where the small files are arranged and the positions of the small files in the large files according to the determined index files; and executing the corresponding operations on the large files where the small file are arranged according to the modified instructions. By means of the method and the system which are disclosed by the invention, the small file operating efficiency is increased.
Owner:ZHENGZHOU YUNHAI INFORMATION TECH CO LTD

Network video playback method and network video playback device

The present invention relates to a network video playing method, which comprises the following steps: preset multiple code streams for each video source; a user requests to play a video, and selects a video code stream; judges whether it is necessary to switch the video code stream, and if so, then Switch the video stream according to the timestamp. In addition, the invention also provides a network video playing device. Adopting the present invention can ensure fluency and provide users with high-quality video images as much as possible in the case of unstable network, so as to achieve better display effect; realize automatic video switching to reduce unnecessary time loss caused by manual operation ; The time stamp is also used to switch the corresponding video, so that the transition of the picture is smooth and natural.
Owner:董友球 +2

Transfer learning-based multi-view commodity image retrieval and identification method

The invention discloses a transfer learning-based multi-view commodity image retrieval and identification method. The method comprises the steps of 1, establishing a multi-view image basic library according to a commodity list, performing fine adjustment on a pre-trained deep residual error network by using a small amount of commodity images through a transfer learning technology, extracting features of the image basic library by using the network, performing dimension reduction on the features, constructing a feature library, and finally according to corresponding relationships among the feature library, the image basic library and commodity types, establishing a mapping table; 2, after to-be-identified commodity images are obtained, extracting features of the images by using the networkand performing dimension reduction; and 3, performing distance measurement on the features of the to-be-identified commodity images and the features of the images in the basic library, taking the mostsimilar image with the shortest distance as a matching result, and through the mapping table, obtaining commodity type names of the to-be-identified commodity images. The features with strong representation capabilities can be automatically extracted; a semantic gap is further broken through; and the retrieval efficiency and the identification precision are improved by only utilizing a small amount of image basic libraries and low-dimensional features.
Owner:XI AN JIAOTONG UNIV

Cooperative control method of left-opened-door bus special phase setting and social traffic flow

The invention discloses a cooperative control method of a left-opened-door bus special phase setting and social traffic flow, which comprises the following steps: setting a bus station and a stereo facility which help pedestrians to cross a street; detecting a bus; determining the running time of the bus; determining a signal phase of the bus which drives through an intersection; and setting the bus special phase and a cooperative control plan. According to the invention, the bus stations in two directions are combined and placed at a median strip of the intersection, so that not only the land is saved, but also the bus station points are easier to recognize, and meanwhile, a new concept for planning and constructing of a public transit network is provided, that is, the public transit network is connected based on the bus stations arranged at intersections. With the adoption of the method, the situation that the bus does not stop at an intersection without a bus station while stops at an intersection with a bus station can be basically realized, so that passengers waiting for a long time at an intersection with a bus station can be avoided, thereby shortening the whole driving time of the bus and improving the whole operation efficiency of the bus system. Moreover, the method is functioned as the cooperation of the social traffic flow, so that the passing efficiency of the whole intersections is guaranteed.
Owner:SOUTHEAST UNIV

Crop transpiration prediction method based on improved extreme learning machine

The invention relates to a crop transpiration prediction method based on an improved extreme learning machine. First, soil environment data and meteorological data of a farmland are collected and normalized to obtain a training set; then, the training set is adopted to train an extreme learning machine network and improve an extreme learning machine; last, normalized data collected again is input into the improved extreme learning machine, and the improved extreme learning machine outputs crop transpiration obtained through prediction. Extreme learning machine improvement mainly comprises the steps that 1, a function based on waveform superposition is adopted to serve as an activation function for a hidden layer of the extreme learning machine; 2, a particle swarm optimization algorithm is adopted to optimize an input weight value and a threshold value between a network input layer and the hidden layer of the extreme learning machine. Through the prediction method, the prediction precision of crop transpiration is improved, prediction time loss is reduced, and meanwhile generalization performance and prediction stability of the traditional extreme learning machine network are improved.
Owner:DONGHUA UNIV +2

Vehicle searching method and system of parking lot

The invention provides a vehicle searching method and system of a parking lot. The method comprises that vehicle information and first face information are obtained, the vehicle information is bound to the first face information, and the first face information is obtained when a user drives a vehicle into the parking lot; the first face information as well as the vehicle information bound to the first face information are stored in a parking database; second face information and position information corresponding to time when the second face information is obtained are obtained, and the second face information is obtained when the user searches the vehicle; and the first face information stored in the parking database is matched according to the second face information, and if matching succeeds, route information is calculated according to the vehicle information bound to the first face information and the position information. Thus, the user can find the vehicle conveniently.
Owner:杭州国欧停车服务有限公司

Method for coordinating and controlling urban arterial road group

InactiveCN102956111AReduce time lossImprove the ability to deal with current traffic congestion and other problemsControlling traffic signalsControl periodUrban area
The invention discloses a method for coordinating and controlling an urban arterial road group. The method comprises the following steps of establishing a region control strategy according to the situation of an urban road network, and grading arterial roads in a region; setting an arterial road coordinating and control scheme step by step according to different grades of the arterial roads; using shortest average travel time on the arterial roads as an optimal object, determining the period of the arterial roads in lower priority grades according to intersected arterial roads in higher priority grades, and simultaneously optimizing phase difference in the arterial roads between arterial road groups; and regulating duration of upstream green lights and downstream green lights in the arterial roads according to no overflow in a large period of the arterial roads, preventing traffic jam from happening in a control period, and finally realizing the coordinating and the controlling of the urban arterial road group. The method disclosed by the invention is suitable for an urban area road network with an obvious arterial road structure, the travel delay of vehicles on the arterial roads can be effectively reduced, the traffic jam can be avoided, and the regional coordination and optimization can be realized.
Owner:SOUTH CHINA UNIV OF TECH +1

Solid electrolyte capable of lowering interface resistance on metal lithium electrode, and preparation method for solid electrolyte

The invention relates to a solid electrolyte capable of lowering interface resistance on a metal lithium electrode, and a preparation method for the solid electrolyte. The preparation method comprises the steps of mixing lithium carbonate, lanthanum oxide and zirconium oxide, and uniformly grinding the mixture by a dry grinding method; then sintering the mixture in a muffle furnace, and grinding to obtain mother powder, and tabletting the mother powder; putting the tablet-shaped material into a crucible with a cover; then performing mother powder filling and sintering in the muffle furnace to obtain the compact ceramic sheet; and polishing the ceramic sheet until the surface of the ceramic sheet is smooth to obtain the solid electrolyte. Compared with the prior art, the electrolyte prepared by the method has the advantages of absence of impure phase on the surface, high relative density, low interface resistance on the metal lithium electrode, and the like.
Owner:SHANGHAI JIAO TONG UNIV

An image gesture action online detection and recognition method based on deep learning

The invention discloses an image gesture action online detection and recognition method based on deep learning. The method comprises extracting all frames of images, marking each frame of image, and inputting the marked image into a gesture detection network for training; inputting a section of gesture action video stream into a gesture detection network, obtaining a local gesture area marked as adynamic gesture in each frame of image, and obtaining a local gesture area image frame marked as the dynamic gesture; performing sampling processing by using a piecewise random sampling algorithm, extracting to obtain optical flow information, performing spatial feature map extraction, and inputting the feature maps into respective gesture recognition networks for training; inputting the gesturevideo stream to be detected into a gesture detection network, respectively obtaining predicted classification results, and taking the gesture video stream with the maximum probability as a final result. The gesture actions in the video stream are classified without human intervention, the calculated amount is small, the recognition accuracy is high, the features of the gesture actions can be extracted more efficiently, and the method has higher robustness compared with a complex background.
Owner:北京汉迪移动互联网科技股份有限公司

Instruction prefetch-based multi-core shared memory control equipment

The invention discloses an instruction prefetch-based multi-core shared memory control equipment. The memory control equipment comprises an access instruction buffer module, an instruction resolving and address decoding module, a data read-write control module, a memory control module and a memory interface module. The data read-write control module controls the transmission of data between a memory and an on-chip multi-core processor. The memory control module generates an instruction prefetch marking signal and fetches a next access instruction from the access instruction buffer module in advance, the next access instruction is pre-decoded through the instruction resolving and address decoding module, and the memory control module dynamically selects a page opening or page closing strategy of the memory according to the control information of the prefetch instruction. The memory control equipment can reduce the delay caused by the access of the processor, improve the transmission efficiency of the data and meet the requirement for high-performance storage bus throughput required when the processors work in parallel.
Owner:XIDIAN UNIV

Motor, cradle head and air vehicle

The invention discloses a motor, a cradle head comprising the motor and an air vehicle comprising the cradle head, wherein the motor comprises a base, a rotating shaft, a stator component, a first bearing, a stator bearing and a rotor component used for driving an outer member to rotate; the rotating shaft is provided with a first end part, a second end part and a middle part for connecting the first end part and the second end part; the base is connected onto the first end part through the first bearing; the rotor component is connected to the middle part; the stator bearing, the rotor component and the first bearing are arrayed in sequence in the axis direction of the rotating shaft; the stator component is connected onto the rotating shaft through the stator bearing. According to the motor, the cradle head and the air vehicle, provided by the invention, the torsion transmitted to the outer member produced by the rotating shaft can be reduced, the motional smoothness of the outer member can be improved, at the same time the time consumption of movement on the rotating shaft can be reduced, and the speed of the outer member responding to the motor is increased.
Owner:SHENZHEN AUTEL INTELLIGENT AVIATION TECH CO LTD

Active driving circuit for SiC power device of electric vehicle motor controller

The present invention provides an active driving circuit for a SiC power device of an electric vehicle motor controller. The active driving circuit comprises a dID / dt detecting circuit, a dVDS / dt detecting circuit, a feedback signal filtering circuit, a differential amplifying circuit and a power amplifying circuit. The differential amplifying circuit is connected with the gate of a SiC power device through the power amplifying circuit, the differential amplifying circuit is connected with a pulse generator Vgg to input a PWM drive signal; the feedback signal filtering circuit is connected with the differential amplifying circuit, the dID / dt detecting circuit is connected between the source of the SiC power device and the feedback signal filtering circuit, and the dVDS / dt detecting circuitis connected between the drain of the SiC power device and the feedback signal filtering circuit. The drain current change rate and the drain-source voltage change rate are directly fed back to the drive signal input end to modulate the drive signal, the current rising phase in the turn-on process and the voltage rising phase of the turn-off stage are independently controlled, a simple simulationcircuit is adopted to achieve, and therefore, the active driving circuit for the SiC power device of the electric vehicle motor controller is high in applicability, simple in implementation, low in cost and good in control effect.
Owner:HUNAN UNIV +1

DM code locating and identification method and system

The invention relates to a DM (Data Matrix) code locating and identification method and system. The method comprises the steps of obtaining a binary image of an original image; extracting an effective region which contains a DM code from the binary image; obtaining a confidence single-edge image from the effective region; performing Hough transform on the confidence single-edge image, establishing an angle shielding region after finding a response point corresponding to a first search mode edge in a parameter space of a Hough transform domain, searching for a second search mode edge outside the angle shielding region, and obtaining three locating points at the end points of the two search mode edges; obtaining two switching mode edges of the DM code by rotating a pixel accumulator with a direction, and solving a fourth locating point; performing inverse perspective transformation on the DM code according to the four locating points to obtain a standard DM code image and performing mesh division on the standard DM code image; and performing codon extraction on the DM code subjected to the mesh division, and recovering codon information. According to the method and the system, the DM code still can be efficiently located and identified when a DM image is seriously defiled.
Owner:元启工业技术(青岛)有限公司

Spatial index method of two-dimension vector graphics and device thereof

The invention relates to a spatial index method of two-dimension vector graphics and a device thereof. The spatial index method comprises the following steps: step one: the two-dimension vector graphics is drawn into bitmap, pixels in bitmap corresponding to visual primitive objects of the two-dimension vector graphics are set in different colors, and corresponding relationship between each visual primitive object and set colors thereof is stored; step two: corresponding pixel color of coordinate point of target position in bitmap is determined after the coordinate point of target position of the visual primitive object to be indexed which is input by an input equipment is received; step three: the determined color of the coordinate point of target position in step two is indexed into the corresponding visual primitive object of the two-dimension vector graphics. Compared with the prior art, the invention transfers complicated spatial search in wide range to linear search, and avoids complex mathematical operation in mapping progress, thus realizing rapid position of search target.
Owner:ASAT CHINA TECH

Transmission device for ultrasonic imaging system

The invention relates to an ultrasonic imaging system having an ultrasound intra-esophageal endoscope device for scanning a patient's organs, for use in particular with transesophageal echocardiography, and an intratracheal transmission device defining a transmission path for sound waves originating from the endoscope device. A transmission device is specially adapted for use with an endoscope device in an ultrasonic imaging system having a flexible balloon member connected to a supply line for a sound wave transmission fluid medium.
Owner:STROKE2PREVENT

Data transmission system and method for distributed optical grating picture processing

This invention discloses a kind of distributed grating image processing data transfer system of the figure and image printing treatment. In this invention method after the grating image processing controller interprets the printing describing language to the document data use the user data paper agreement to distribute it to the grating processor for grated process. In this invention system the grating image processing controller connects with the multiple grating image processor through the first data transfer module and the first transfer module is distributed to the grating image processor for grated process through the user data paper agreement after the first transfer module interprets the printing describing language to the document data in the grating image processing controller. By using this invention the transfer velocity is quicker and the occupation for the network resource is less and it improves the getting velocity of the grating image processing system for the processing work resource at the same time improves the processing velocity of the distributed grating processing system and it is satisfied for the requirement of high speed printing output device.
Owner:PEKING UNIV +1

Method and system for multiple document uploading

The invention relates to a multi-document upload system, which comprises multi-document upload controller, document source and target end. Wherein, the controller is connected to the document source and target end. The invention also provides a relative method that first receiving the multi-document upload request, with which to obtain multi-document data from several document sources, at last packing the multi-document data in memory and uploading it to the target end. The invention can save time that avoids reading and writing disc frequently, and when the multi-document is stored in different document sources, it can reduce the hand-operated operation to improve the upload efficiency.
Owner:HUAWEI TECH CO LTD

Endotracheal intubation system and intubation procedure

InactiveUS20100191054A1Impairing sterilityReduce time lossTracheal tubesBronchoscopesIntubation procedureTester device
“An endotracheal intubation device includes an inflatable cuff connected to an inflation tube, visualization means, where the visualization means include means to enlighten and an image guide, where the means to enlighten, the image guide, and the inflation tube are associated to a first three ways connector adapted to connect the endotracheal intubation device to a control panel; a packaging is also provided containing the endotracheal intubation device wherein the first three ways connector is placed across the packaging so as to allow checking the endotracheal intubation device without impairing its sterility with an endotracheal intubation device tester; an intubation method is further provided using the packaging, the control panel and the endotracheal intubation device tester.”
Owner:SUPIEZ FREDERIC

Resource allocation method for energy efficiency calculation by wireless charging edge computing network

The invention discloses a resource allocation method for energy efficiency calculation by a wireless charging edge computing network, mainly solving the problem that the calculated energy efficiency cannot be guaranteed maximized in the prior art. The method comprises the steps of setting a power allocation parameter; initializing the power allocation parameter; calculating optimal local calculation frequency, optimal user sending power and optimal calculation loading time; calculating Lagrange multiplier; calculating iteration optimal local calculation frequency, iteration optimal user sending power, iteration optimal calculation loading time and iteration optimal energy collection time; calculating a Lagrange multiplier iteration error; determining whether the Lagrange multiplier meets atermination condition; calculating system calculated energy efficiency; determining whether the system calculated energy efficiency meets a termination condition; and obtaining system maximized calculated energy efficiency and corresponding optimal local calculation frequency, optimal user sending power, optimal calculation loading time and optimal energy collection time.
Owner:NANCHANG UNIV

Intelligent interview method, system and device and storage medium

The invention discloses an intelligent interview method. The method comprises the following steps: (a) an enterprise issues a job interview demand; (b) the server performs job competence model matching on the job demand; (c) the server selects questions in a test question bank according to the matched competence model; (d) the server performs test paper composition according to the selection result; (e) the job seeker is notified that the online intelligent interview can be carried out; (f) the job seeker starts an interview program to answer questions; (g) the server performs data processingon the answer record of the job seeker; and (h) the server performs score calculation according to the processing result. According to the AI video interview method capable of realizing targeted personalized interview, the competence quality model of recruitment posts is constructed, and the earlier-stage preparation process of interview questions with targeted assessment contents is matched; in the video interview process, the grading process of candidates is completed through semantic analysis, video analysis, audio analysis and other technologies, and therefore the purpose that preliminarypersonnel screening can be rapidly and accurately conducted in enterprise recruitment is achieved.
Owner:北京网聘咨询有限公司

Screen printing device and screen printing method

A method and device for screen printing, which can keep the angle of attack between a squeegee and a masking plate constant, regardless of the surface condition of the masking plate. A holder rotatably supports a squeegee head (including a pair of squeegee rollers) relative to a horizontal axis, the horizontal axis being at right angles to the rolling direction of the squeegee. A pneumatic cylinder pushes the rotatably supported squeegee head against the shielding plate. Therefore, even if the substrate has a curved portion, the attack angle can be kept constant to improve the printing quality.
Owner:PANASONIC CORP

Intelligent drying control method for washing machine

The invention discloses an intelligent drying control method for a washing machine, and relates to the intelligent control technology for the washing machine. With adoption of the method, the problems in the present washing machine that the rotating speed of a motor is not matched with clothes during drying, the drying time is long and the loss of a motor is great are solved. According to the method, the drying process is divided into multiple stages by a control system; during one stage, a motor is controlled to operate at constant rotating speed or constant electric current; when the motor operates to achieve preset conditions of the stage, the control system improves the rotating speed or the electric current of the motor through quantitative control, so the motor comes to the next stage and operates; when drying completion conditions preset by the control system are met, the drying process is completed. The electric current or the rotating speed of the motor is adjusted in a staged quantitative manner, so that the rotating speed of the motor can be prevented from being overhigh after the drying operation starts; the motor can be adjusted timely when the drying degree of the clothes achieves the limit, so unnecessary operation time can be reduced, overhigh drying rotating speed can be avoided, drying time and motor loss can be reduced, electric consumption is saved.
Owner:PANASONIC APPLIANCES CHINA CO LTD +1

Multi-fault intelligent diagnosing method for artificial circuit utilizing quantum Hopfield neural network

The invention provides a multi-fault intelligent diagnosing method for an artificial circuit utilizing quantum Hopfield neural network and aims at multi-fault coupling of the artificial circuit. The multi-fault intelligent diagnosing method includes the steps of data acquisition, feature extraction, feature quantization, fault cause probability analysis and the like. Ideal single-fault response and actual measured multi-fault response of the artificial circuit are obtained through SPICE simulation and a data acquisition board respectively. After wavelet packet decomposition, fault response wavelet coefficient defined by a new energy function realizes construction of an energy feature space. Elements in the energy feature space is submitted on the basis of quantization to a quantum Hopfield neural network model. Neuron states and connecting weight matrix in the network are expressed in quantum states. By calculating probability value of occurrence of related weight element in measurement matrix, the occurrence probability of quantum key input mode in forms of specific quantum memory prototype at specific time, and accordingly occurrence probability of multiple faults relative to specific single fault is obtained to judge fault types.
Owner:CHONGQING UNIV OF POSTS & TELECOMM

Web service combination method

The invention discloses a Web service combination method. According to the method, aiming at the problems of long time consumption, poor flexibility and the like of the traditional service combination method, the Agent technology, the game theory and a reinforcement learning method are introduced into a service combination process which is converted into Markov Games or Stochastic Games. On the basis, a Q-learning method and a Team Markov Game theory are further blended in, so that the method can be suitable for a multi-Agent cooperative learning environment, and a final service combination result is obtained through an iteration solution mode. The Web service combination method has the advantages that the solution speed can be increased effectively, the Agents can adapt to the environment autonomously and perform dynamic service combination during efficient cooperation, and the flexibility and self-adaption of service combination are improved effectively.
Owner:SOUTHEAST UNIV

Control device capable of reducing power consumption and noise

A control device that is capable of reducing power consumption and noise generation. The control device controls output of a clock signal to a data processing circuit that executes data processing in synchronism with the input clock signal. A switching section for switching the image output clock signal between a high-frequency clock signal and a low-frequency clock signal is controlled to output the high-frequency clock signal for data processing when the data processing is executed by the data processing circuit, and output the low-frequency clock signal when the data processing is not executed by the data processing circuit.
Owner:CANON KK

Irrigation method based on dynamic multilayer extreme learning machine

The invention relates to an irrigation method based on a dynamic multilayer extreme learning machine. The irrigation method comprises first collecting a plurality of training data, which comprises soil environment data, meteorological data and crop coefficients of irrigated crops; then performing normalization processing on each group of the training data to form a training set; training the multilayer extreme learning machine by using the training set to obtain a final model; and finally collecting test data, performing normalization processing on the test data, inputting the processed test data into the final model so as to obtain a predicted water amount required by irrigation, and performing irrigation according to the predicted water amount required by irrigation. In the irrigation method provided by the invention, a strategy of ''seeking common points while reserving difference'' is adopted according to calculation accuracy. If the calculation result of the re-input data by using a model meets the accuracy requirement, the model is output, otherwise incremental learning training is performed on the basis of the existing model to obtain a dynamically adjusted model. The irrigation method provided by the invention increases the calculation accuracy of water volumes required by irrigation, reduces the time consumption and calculation cost of prediction of the water volumes required by irrigation, and reaches the goals of reasonable use of water resources and reasonable irrigation of crops.
Owner:DONGHUA UNIV
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