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588results about How to "Improve optimization effect" patented technology

Method and system for laser-IMU external parameter calibration

ActiveCN111207774AImprove accuracyAvoid problems such as inability to solve equations caused by data ambiguityWave based measurement systemsEngineeringCalibration result
The invention provides a method and system for laser-IMU external parameter calibration. The method comprises steps of acquiring IMU measurement data and laser radar measurement data; carrying out IMUpre-integration of the obtained IMU measurement data, carrying out calculation to obtain an IMU pose transformation estimated value of the IMU relative to the IMU initial pose at the next moment, andaccording to the estimated value and an actual measurement value of the IMU at the next moment, obtaining an associated residual error associated with the data; processing measurement data of the laser radar, utilizing IMU pre-integration to obtain projection coordinates of reprojecting a plurality of laser radar points to a world coordinate system, and calculating a reprojection error from eachlaser radar point to a calibration target map; adopting a nonlinear least square method to iteratively optimize laser radar-IMU external parameter calibration so that the external parameter calibration result can be obtained. The method is advantaged in problems that in laser-IMU external parameter calibration, mechanical external parameters are not easy to obtain, manual measurement errors are large, and measurement is troublesome are solved, defects of the laser radar and the IMU are mutually overcome to a certain extent, and pose solving precision and the speed of the SLAM method can be improved.
Owner:济南市中未来产业发展有限公司

Method for realizing rapid video coding by adopting hierarchical structure anticipation

The invention discloses a method for realizing rapid video coding by adopting hierarchical structure anticipation, which relates to the field of video compression coding. The method comprises the following steps of: extracting the brightness information of a current coded macro block from original video data; defining, calculating and comparing time/space correlation characteristics of the current coded macro block, and anticipating whether the macro block may adopt inter-frame prediction or intra-frame prediction; and if the macro block adopts the inter-frame prediction, defining and calculating the flatness characteristic of the macro block, dividing the current coded macro block into one type of a flat macro block, a texture-rich macro block and a characteristic-unremarkable macro block according to the flatness characteristic, anticipating a set of inter-frame prediction mode to be adopted in a targeted way, determining an optimal inter-frame prediction mode in advance to realize rapid inter-frame compression coding. By the method provided by the invention, the inter-frame coding complexity and coding time are greatly reduced on the premise of ensuring lossless video quality, not increasing compression code rate and keeping an output code stream structure, and the high performance of high compression ratio of a conventional standard algorithm is maintained.
Owner:BEIJING UNIV OF TECH

Optimization design method of impellor for cavitation-erosion-resistant centrifugal fan

The invention discloses an optimization design method of an impellor for a cavitation-erosion-resistant centrifugal fan. The method is characterized by acquiring a front cover plate two-dimensional airfoil epiphyseal line, an intermediate two-dimensional airfoil epiphyseal line and a rear cover plate two-dimensional airfoil epiphyseal line on a circumferential XY plane of an original impellor; constructing impellor optimization parameters after parameterization, and constructing an epiphyseal line after variation; inputting the front cover plate two-dimensional airfoil epiphyseal line, the intermediate two-dimensional airfoil epiphyseal line and the rear cover plate two-dimensional airfoil epiphyseal line which are acquired through three dimension variation into a geometric modeling software, thus an impellor three-dimensional shape after variation is formed; measuring and calculating water conservation performances on the basis of single channel meshing; taking a non-dominated sorting genetic algorithm (NSGA-II) of a multi-objective genetic algorithm as an optimization tool, and carrying out multi objective optimization design on the impellor parameters of the centrifugal fan; and selecting a group of impellor parameters with optimal water conservation performance as the impellor parameter after optimization. The method provided by the invention has scientific construction ofoptimization parameters, the optimization process has high automatic degree, the impellor and blade efficiency of the centrifugal pump is high after optimization, and the cavitation erosion performance is outstanding.
Owner:XIAN UNIV OF TECH

Universal gravitation search-based unmanned plane air route planning method

The invention discloses a universal gravitation search-based unmanned plane air route planning method, which comprises the following eight steps: 1, establishing an unmanned plane air route planning mathematical model; 2, setting initialization improved universal gravitation search algorithm parameters and battlefield environmental parameters; 3, randomly initializing N routes and initial positions and accelerated speeds of various particles, and establishing a rotating coordinate system; 4, calculating threat cost of each route according to threat information and the mathematical model; 5, updating inertial mass Mi(t) of the particles according to a weight-based rule; 6, calculating the sum of accelerated speeds of each particle in all directions according to a universal gravitation standard, and updating the speeds of the particles according to a group information speed updating rule; 7, updating the position of each particles according to the updated speed of each particle and the choice of survival of the fittest; and 8, if the number of iterations is greater than the maximum number of iterations, exiting a circulation, otherwise, returning to the step 4 for next iteration. The obtained optimal air route coordinate is subjected to coordinate inverse transformation and a result is output.
Owner:BEIHANG UNIV

Joint pumped storage power station and wind power and solar power complementary system and optimization method therefor

The invention discloses a joint pumped storage power station and wind power and solar power complementary system and an optimization method therefor, and belongs to the technical field a joint wind power and solar power energy storage power generation system. By transforming an available space of a waste mine, a hybrid power generation system, combined by an underground water-pumping energy-storage power station and a surficial wind power and solar power complementary power generation system, is established; by taking the operation indexes, such as the wind power and solar power complementary system, the water-pumping energy-storage power station, power grid transmission power and the like as constraint conditions, a configuration model with the minimum wind power and solar power complementary output fluctuation, the minimum joint system output fluctuation and an optimized tracking load curve is obtained; and finally, solving and optimization on the model is performed based on an improved simulated annealing algorithm. By taking full advantages of the energy storage and power generation capability of the underground water-pumping energy-storage power station and by combination with the complementary characteristics of the wind power and solar power resources, the joint system is higher in flexibility in output regulation, the total output tracking load curve is better in effect, and the system is higher in new energy consumption and utilization.
Owner:CHINA UNIV OF MINING & TECH

Optimization method of control parameters of servo system of numerical controlled machine tool

The invention discloses an optimization method of control parameters of a servo system of a numerical controlled machine tool. The optimization of the control parameters of the servo system of the numerical controlled machine tool affects important indicators of the machine tool such as highest moving speed, positional accuracy and repeated positioning accuracy, and further decides outline accuracy and surface quality of machining workpieces. However, the control parameters of the servo system of the numerical controlled machine tool are various, coupling between the parameters is strong, the parameters are of nonlinearity characteristic, and the parameters are complex as the number of linkage shafts of the numerical controlled machine tool increases. The invention provides an automatic optimization method of the control parameters of the servo system of the numerical controlled machine tool. The automatic optimization method of the control parameters of the servo system of the numerical controlled machine tool is capable of optimizing the control parameters of a multi-shaft and multi-servo system synchronously in real time. Meanwhile, the automatic optimization method of the control parameters of the servo system of the numerical controlled machine tool has the advantages of being high in optimum efficiency, fast in speed of convergence of the control parameters, capable of being transplanted into different numerical controlled systems to be used, and the like. The automatic optimization method of the control parameters of the servo system of the numerical controlled machine tool is capable of seeking an optimal control parameter value of the servo system of the numerical controlled machine tool.
Owner:XI AN JIAOTONG UNIV

Intelligent bus scheduling method based on hybrid heuristic algorithm

The invention discloses an intelligent bus scheduling method based on a hybrid heuristic algorithm. A simulated annealing algorithm and a generic algorithm are combined, and an elitism strategy and a fitness stretching function are added. Individuals with maximum fitness in a population of each generation are directly retained to a next generation, so that the individuals are protected from being damaged by crossover and mutation operation. Through the fitness stretching function, differences among the individuals are reduced at the initial stage of the algorithm, so that the diversity of the population is increased, and the generic algorithm is prevented from falling into a local optimal solution. At the later stage of the algorithm, the differences among the individuals are increased, so that the selection probability of excellent individuals is increased, and a convergence speed is increased. The intelligent bus scheduling method is high in speed; an optimized scheduling plan can be obtained within a short time under the condition of given departure time frequency; and the waiting time of passengers is shortened greatly. The departure frequency can be adjusted dynamically, so that the departure frequency is accordant with the change rule of a total passenger flow volume. The departure time intervals can be adjusted dynamically, so that the waiting time of the passengers is shortened greatly.
Owner:HANGZHOU DIANZI UNIV

Layout optimization method for camera in binocular vision measuring system

The invention discloses a layout optimization method for a camera in a binocular vision measuring system, belongs to the fields of computer vision detection and image detection, and particularly relates to the layout optimization method for the camera in the binocular vision measuring system for obtaining dimension parameters of a large-scale forging piece. In the binocular vision measuring system, image point extraction deviation caused by image sampling is considered, a mathematic relation model, namely a camera layout optimization mathematic model, is established between a measuring error which is caused by the image point extraction deviation and three structural parameters of a camera focal distance, a reference line distance and a camera deflection angle, and an optimized structural parameter combination is obtained by utilizing a genetic algorithm. According to the layout optimization method disclosed by the invention, the layout optimization design of the camera in the binocular vision measuring system is realized by utilizing the genetic algorithm, minimization of the measuring error caused by the image point extraction deviation is achieved, effective theoretical guidance and reference can be provided for reasonable layout of the camera under the situation that the camera is not calibrated, and the layout optimization method has the characteristics of good optimization effect and strong applicability.
Owner:DALIAN UNIV OF TECH

Coordination control method for multi-unmanned aerial vehicle team based on predation escape pigeon optimization

The invention provides a coordination control method for a multi-unmanned aerial vehicle team based on predation escape pigeon optimization. The method comprises seven steps: firstly, initializing algorithm parameters and predation escape parameters; secondly, initializing initial positions and speeds of the pigeons and calculating respective fitness values; thirdly, introducing a map compass operator and updating the speeds and the positions of the pigeons according to a formula; fourthly, introducing a predation escape process and updating the positions of the pigeons according to the formula; fifthly, stopping the map compass operator and the predation escape process and executing the next step if the iteration frequency is greater than the maximum iteration frequency T1 of the map compass operator; repeating the previous step if not; sixthly, introducing a landmark operator and ranking all the pigeons according to the fitness values of residual pigeons (wherein half of the pigeons with low fitness value follow the other half of the pigeons with high fitness value), and updating the positions according to the formula; seventhly, stopping the landmark operator and outputting the final result if the current iteration frequency is greater than the maximum iteration frequency T2 of the landmark operator; and repeating the previous step if not.
Owner:BEIHANG UNIV

Distribution automation scheme optimization method and system based on reliability benefit evaluation

The invention provides a distribution automation scheme optimization method and system based on reliability benefit evaluation. The method comprises the steps of collecting historical risk basic data and determining basic reliability parameters of an element; building a distribution network reliability calculation model comprising distribution automation equipment; setting element faults respectively, marking out a faulty section and a non-faulty section according to the position of a switch of the distribution automation equipment, and determining the faulty frequency and fault power-outage time of load points of the faulty section and the non-faulty section; obtaining the total fault frequency and total fault power-outage time of each load point by accumulating the fault frequency and the fault power-outage time of each time of the element faults; according to the total fault frequency and the total fault power-outage time, obtaining reliability indexes of a distribution network before and after the distribution automation equipment is applied; calculating a difference between the reliability indexes of the distribution network before and after the distribution automation equipment is applied, and optimizing a distribution automation planning scheme according to the difference and the type of the distribution automation equipment. By applying the distribution automation scheme optimization method and system based on reliability benefit evaluation, the optimization effect can be improved.
Owner:ZHONGSHAN POWER SUPPLY BUREAU OF GUANGDONG POWER GRID

System and method for improving short message sending performance

The invention discloses a system and method for improving short message sending performance. The system comprises a short message input module, a short message background processing module and an internal short message gateway module. The multiple modules are deployed in multiple machines. The modules are connected by communication buses. According to the system and the method, through adoption of processing modes such as distributed architecture, a producer / consumer mode of batch extraction and production of short messages + memory queues + multi-thread consumption + asynchronous processing, and use of short message sending priorities, the short message sending performance is improved, and in particular, the short messages with high priories can be sent as soon as possible in real time. Because distributed processing is used, the single fault problem in the system is solved, and even through a web service platform is broken down, the already submitted short messages can be continuously sent by the system without being influenced by the fault. Through utilization of the system and the method, thousands of short messages can be sent in each second, and the good optimization effect is obtained in actual use.
Owner:ZHEJIANG WANPENG EDUCATION TECH CO LTD

WMPS network layout optimizing method based on simulated annealing particle swarm optimization

The invention provides a wMPS network layout optimizing method based on simulated annealing particle swarm optimization. A measuring station layout optimizing aim is one of important aims in use of a wMPS. The method aims at achieving the aim that due to the optimized measuring station layout, a to-be-measured region can be comprehensively covered with certain cost, and the requirement for measuring accuracy can be met. According to the wMPS network layout optimizing method, a reasonable positioning error model is built, a multi-objective optimization function is defined, and the network layout of the wMPS is optimized with the simulated annealing particle swarm optimization. The measuring-station network optimized layout aim of the wMPS in engineering application is effectively achieved through the rapid convergence capacity of the particle swarm optimization and the global convergence capacity of the stimulated annealing algorithm. Along with increasing of the number of measuring stations, the method has good expansibility and can provide a novel method with high adaptability for the multi-station networking measuring layout optimizing aim based on an angle intersection principle, and important theoretical value and practical significance are achieved.
Owner:HUBEI UNIV OF TECH

Switched parameter self-optimizing method and device

The embodiment of the invention discloses a switched parameter self-optimizing method and device. The method comprises the following steps: dividing the types of the reasons of abnormity of switching of a neighbouring region of an inter-system; determining the types of service of UE when the UE is switched to the neighbouring region of the inter-system; respectively carrying out statistics on the numbers of times of too early switching, first too late switching and second too late switching of each type of service; during MRO (mobility robustness optimization), carrying out corresponding switched parameter adjustment when the statistical results conform to a certain preparatory condition. The switched parameter self-optimizing method and device have the beneficial effects that the determined types of the abnormity of neighbouring region switching simultaneously have two kinds of attributes, namely the reasons of the abnormity of switching of the neighbouring region of the inter-system and the types of service of the UE when the UE is switched to the neighbouring region of the inter-system, so corresponding switched parameter adjustment can be simultaneously carried out during optimization according to the reasons of the abnormity of switching of the neighbouring region of the inter-system and the corresponding types of service, and then the switched parameter self-optimizing effects can be effectively improved.
Owner:WUHAN HONGXIN TELECOMM TECH CO LTD

Electric-hydraulic composite braking system for electric automobile and optimization method of electric-hydraulic composite braking system

The invention discloses an electric-hydraulic composite braking system for an electric automobile and an optimization method of the electric-hydraulic composite braking system. The electric-hydraulic composite braking system for the electric automobile comprises a motor regeneration braking force module, a hydraulic braking force module and a composite braking force control module. The motor regeneration braking force module comprises two hub motors, a brake pedal position sensor, four wheel speed sensors, an automobile speed sensor, a super-capacitor, a two-quadrant DC-DC converter and a first ECU. The hydraulic braking force module comprises an oil pump motor, a hydraulic oil pump and a second ECU. In the traveling process of the automobile, through detection of the automobile speed and the wheel speed of automobile traveling and brake pedal position signals, the composite braking force control module controls the distribution ratio between the motor regeneration braking force module and the hydraulic braking force module. Meanwhile, through multi-objective optimization conducted on the electric-hydraulic composite braking system, the braking pedal feeling and motor recovered energy serve as objects, and under the ECE laws and regulations, the relatively high energy recovery rate and the proper brake pedal feeling are obtained.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Survey station layout intelligent optimization method of spatial measurement positioning system

A survey station optimization deployment problem is one of important problems in use of a spatial measurement positioning system. The present invention provides a survey station layout intelligent optimization method of a spatial measurement positioning system, so that an optimized survey station layout can fully cover a tested area under certain costs and a requirement of measurement accuracy can be met. According to the present invention, a proper positioning error model is established from three aspects of constraint analysis, optimization objective, and optimization means, a multi-goal optimizing function is defined, and survey station layout optimization of the spatial measurement positioning system is implemented by using a practical intelligent optimization algorithm. According to the survey station layout intelligent optimization method of a spatial measurement positioning system, a survey station network optimization deployment problem of the spatial measurement positioning system in an engineering application is effectively resolved. As a quantity of survey stations increases, the method has good expansibility, provides a new method for a multi-station networking measurement layout optimization problem based on an angle intersection principle, and has important theoretical value and practical significance.
Owner:LINGYUN GROUP WUHAN

Distribution network reconstruction optimization method based on multi-objective optimization

The invention discloses a distribution network reconstruction optimization method based on multi-objective optimization. The method includes the following implementation steps that the current system losses, the load balance index and the minimum node voltage of a distribution network are respectively calculated, whether reconstruction optimization is needed or not is judged, if reconstruction optimization is needed, the distribution network is reconstructed, and then an optimal topological structure is acquired; when the load balance index or the minimum node voltage exceeds threshold values, network reconstruction operation is directly executed, when only the system losses exceed threshold values, an economic benefit evaluation index needed for switching the distribution network from the current topological structure to the optical topological structure is calculated, and if the index is larger than a designated threshold value, it is judged that economic benefit evaluation passes and the network reconstruction operation is executed; or else evaluation does not pass and the network reconstruction operation is not executed. The reconstruction optimization effect of the distribution network is good, economic benefit evaluation can be conducted before execution of the network reconstruction operation, waste is avoided, use is convenient, resources are saved, and economical efficiency and safety are good.
Owner:STATE GRID CORP OF CHINA +3

Method for determining illumination intensity distribution of light source and mask pattern of photo-etching process

The invention relates to a method for determining the illumination intensity distribution of a light source and a mask pattern of a photo-etching process and belongs to the technical field of manufacturing of an integrated circuit. The method comprises the following steps of: determining the initial shape and initial illumination intensity of the light source, and representing the initial shape and the initial illumination intensity by matrixes; determining an initial pattern of a mask, and representing the initial pattern of the mask by a pixel matrix; adding two compensation items and establishing a target function by using imaging accuracy and focal depth in photo-etching process as a basic optimization target; calculating and normalizing the illumination intensity distribution after the mask pattern is subjected to action of a photo-etching system; repeating the calculation step until a condition of convergence is met; obtaining a light source matrix and calculating an imaging nucleus of the photo-etching system and coefficients of the imaging nucleus; calculating an illumination intensity distribution matrix; calculating a pattern which is etched on a silicon wafer and representing the pattern by the matrix; calculating the gradient of the target function on the matrix; updating the matrix; and repeating the calculation step until the condition of convergence is met. The method for optimizing the light source and the mask of the photo-etching process has the advantages of short time and good optimization effect.
Owner:TSINGHUA UNIV
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