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44results about How to "Increase the degree of aggregation" patented technology

Urban public transport network optimization method capable of improving overall transfer performance

The invention provides an urban public transport network optimization method capable of improving overall transfer performance. In the method, a public transport network is expressed as relation between stations and lines (cliques, the largest complete subgraph in the network). The method comprises the following steps: setting network diameter to be N; simulating the growth process of the actual public transport network to be optimized; starting from an original network with only one clique, adding one clique to the original network at each time step, and forming the network which is composedof overlapped cliques and is logically shown as a structure with (N+1) layers, wherein, the clique at a (m-1) layer is mapped into a point at a m layer, and m is not less than 1 and not more than N+1; and regulating the network after one clique is added at each time step so as to ensure that the network at each layer is composed of the cliques so that the optimized public transport network becomes an ideal clique network with the depth N. By utilizing the method, average transfer time and average shortest path time coefficient of the public transport network can be effectively reduced, and concentration degree of the bus lines is improved, thus realizing higher transfer efficiency of a public transport system.
Owner:ZHEJIANG UNIV OF TECH

Traffic sign adversarial sample detection method based on neighbor discrimination and classification device

The invention discloses a traffic sign adversarial sample detection method based on neighbor discrimination and a classification device, and belongs to the field of machine learning. The method comprises: inputting a to-be-detected sample into a trained traffic sign classification network to obtain a first classification result and an intermediate feature map; inputting the intermediate feature map of the to-be-detected sample into a neighbor discrimination model, and taking a data set of the neighbor discrimination model as an intermediate feature map set of the training sample to obtain theprobability that the to-be-detected sample belongs to each traffic sign category; and judging whether the probability that the to-be-detected sample belongs to the first classification result is greater than or equal to a set threshold, if so, determining that the sample is a normal sample, otherwise, determining that the sample is an adversarial sample. AThe idea of calculating the similarity between the samples of the neighbor discriminant classification model and the simplicity and high efficiency of the method are utilized, on the premise of not influencing the classification performance of the deep neural network, the representation of an original data sample is changed, and the generation difficulty and attack difficulty of an adversarial sample are increased, so that the active defense capability of the system is improved, and the complexity of the model is not increased.
Owner:HUAZHONG UNIV OF SCI & TECH

Chemical industry park hazard situation awareness method and system based on multi-source data fusion

The invention relates to a chemical industrial park hazard situation awareness method and system based on multi-source data fusion. The chemical industrial park hazard situation awareness method comprises the steps: carrying out the grid segmentation of a chemical industrial park, and forming a plurality of grid points; based on the actual distance, the accident consequence calculation model and the relative danger degree, constructing a danger coefficient evaluation model between each danger source and any grid point in the chemical industry park; determining the weight of the danger coefficient of each danger source at any grid point according to the dangerous goods real-time monitoring data of each danger source and a preset alarm threshold; and according to the weight, carrying out weighted superposition on the danger coefficient of each danger source at any grid point to obtain the danger situation of any grid point in the chemical industry park. According to the chemical industrial park hazard situation awareness method, whether danger occurs can be sensed, and the distribution of the danger degree of the chemical industrial park can be sensed when danger occurs, and the sensing capability of the chemical industrial park in the aspects of danger situation and dangerous area distribution can be improved, and the danger is prevented.
Owner:嘉兴恒云数据科技有限公司

Denoising method and device for point cloud data and storage medium

The invention discloses a denoising method and a device for point cloud data and a storage medium. The method comprises the following steps: obtaining a to-be-denoised power line point cloud, and carrying out the coarse extraction of the to-be-denoised power line point cloud, and obtaining a coarse extraction point cloud; calculating the center of mass of the coarsely extracted point cloud, and performing coordinate transformation and screening on the coarsely extracted point cloud according to the center of mass to obtain an intermediate power line point cloud; and performing coordinate reduction transformation on the intermediate power line point cloud to obtain a target power line point cloud. According to the method provided by the embodiment of the invention, the point cloud data is compressed along the power line direction in a coordinate transformation manner, so that the aggregation degree of the power line point cloud is improved, noise points influencing subsequent operation are removed as many as possible on the premise of keeping the integrity of the power line data, and the denoising accuracy and effect are improved; the processed point cloud data has higher robustness, better data is provided for subsequent point cloud processing work, and the convenience is brought to users.
Owner:SHENZHEN UNIV

Low carbon alloy steel treatment method

The invention provides a low carbon alloy steel treatment method. The low carbon alloy steel treatment method comprises the following steps that (a) a low carbon alloy steel blank is cast and forged into a plate blank; (b) the plate blank is subjected hot rolling to obtain an finish-rolled plate; and (c) the end-rolled plate is deformed immediately after being heated to the two-phase region temperature and subjected to water quenching to the room temperature after heat preservation. According to the low carbon alloy steel treatment method, two-phase region heat preservation alloy element partition behaviors, vacancy generation of two-phase region heat deformation and interstitial atoms of low carbon alloy steel are combined to achieve the effect of improving alloy element partition, the effect of inherent alloy elements in steel is achieved, the concentration degree, in austenite (room temperature martensite), of the alloy elements is improved on the basis that original C partition is fully achieved, and favorable support is provided for stabilizing more residual austenite and making up strength and ductility product reduction in the subsequent Q and P treatment technology; and experimental results show that the concentration degree of the alloy elements can be increased by 2%-5% through the low carbon alloy steel treatment method.
Owner:秦皇岛宏兴钢铁有限公司

Environment monitoring method and system based on Internet, storage medium and equipment

The invention relates to an environment monitoring method and system based on the Internet, a storage medium and equipment. The method comprises the steps of collecting environment parameter information of a target area in real time; making local space autocorrelation analysis on the target area when the environmental parameter information after signal processing triggers an early warning condition, and calculating a relative environmental quality index of a local space; and making minimum variance clustering analysis on the local spaces to obtain a relative environment quality grade of each type of local space. By preliminarily judging whether the early warning condition is triggered or not, the overall environment quality of the target area can be preliminarily evaluated, then local space autocorrelation analysis is conducted on the target area to conduct targeted analysis on the local space, clustering analysis is conducted in combination with the relative environment quality indexof the local space. The environmental quality grade of the local space of each category is determined, so that the environmental quality monitoring precision is greatly improved, the environmental quality condition of the target area can be reflected more accurately, and guidance is provided for scientific environmental governance.
Owner:兰州旭阳祥辉科技有限公司

Fuel saving joint and fuel economizer

The invention provides a fuel saving joint and a fuel economizer, and relates to the technical field of automobile fuel saving. The oil saving joint comprises a joint body, a magnetic sheet assembly, and a filter screen assembly. The joint body is provided with a containing cavity; and the filter screen assembly is embedded in the containing cavity and divides the containing cavity into a first containing cavity and a second containing cavity. The magnetic sheet assembly comprises a magnetic sheet body and a clamping body layer; the clamping body layer is arranged in the second containing cavity and matched with the second containing cavity to form a magnetic sheet containing cavity for containing the magnetic sheet body; and the magnetic sheet body is embedded in the magnetic sheet containing cavity. The magnetic sheet body and the clamping body layer are both provided with notches, and the notches correspond to each other and are matched with each other. According to the oil saving joint, the magnetic sheet assembly and a filtering assembly are arranged in the containing cavity, and fuel is filtered and magnetized, so that the diameter of fuel drops is reduced, the fuel efficiency is improved, flue gas emission is reduced, and the effects of energy conservation and emission reduction are achieved. The fuel economizer comprises the fuel saving joint, and has all the beneficial effects of the fuel saving joint.
Owner:朱小琴

Method for preparing aluminum oxide coating by modulating high-current pulsed arc

The invention belongs to the technical field of surface coating preparation, and particularly relates to a method for preparing an aluminum oxide coating by modulating a high-current pulsed arc. The method comprises the following steps that a functional layer is formed, wherein the functional layer is a single layer formed by depositing aluminum oxide or a single layer formed by depositing aluminum oxynitride or a multi-layer composite coating formed by alternately depositing nitride and aluminum oxide; the aluminum oxide or aluminum oxynitride is formed by modulating high-current pulse arc discharge deposition; and the modulated high-current pulse arc adopts direct-current base current and low-frequency large-beam pulse current as a discharge power supply to perform arc discharge. Stablearc discharge is achieved through low-base-value current in a pulse arc discharge technology, accumulation poisoning of an oxide layer in the target surface discharge process is avoided through instantaneous maximum peak current, the ionization rate of oxygen is increased, an oxide coating is fully formed, arc spots are made to cover the whole target surface, generation of large particles in the arc discharge process is reduced, the ionization rate of particles is improved, and the high-quality and high-performance aluminum oxide coating is obtained.
Owner:WENZHOU POLYTECHNIC

Urban public transport network optimization method capable of improving overall transfer performance

The invention provides an urban public transport network optimization method capable of improving overall transfer performance. In the method, a public transport network is expressed as relation between stations and lines (cliques, the largest complete subgraph in the network). The method comprises the following steps: setting network diameter to be N; simulating the growth process of the actual public transport network to be optimized; starting from an original network with only one clique, adding one clique to the original network at each time step, and forming the network which is composedof overlapped cliques and is logically shown as a structure with (N+1) layers, wherein, the clique at a (m-1) layer is mapped into a point at a m layer, and m is not less than 1 and not more than N+1; and regulating the network after one clique is added at each time step so as to ensure that the network at each layer is composed of the cliques so that the optimized public transport network becomes an ideal clique network with the depth N. By utilizing the method, average transfer time and average shortest path time coefficient of the public transport network can be effectively reduced, and concentration degree of the bus lines is improved, thus realizing higher transfer efficiency of a public transport system.
Owner:ZHEJIANG UNIV OF TECH

Cotton cloth dip dyeing equipment

The invention discloses cotton cloth dip dyeing equipment, and relates to the technical field of textile printing and dyeing. The cotton cloth dip dyeing equipment comprises a machine body, four rollers are arranged in the machine body, a dyeing pool is formed in the inner bottom of the machine body, every two of the four rollers form a group and are located in the upper half portion of an inner cavity of the machine body and the dyeing pool respectively, a turbulent expansion mechanism is arranged on the lower half portion of the inner cavity of the machine body, and a fiber collecting mechanism is arranged in the dyeing pool. And the turbulence expansion mechanism comprises a first motor, four magnetic plates, a fixing plate, a contact mechanism and a vibration mechanism, the first motor is fixedly installed in the middle of an inner cavity of the machine body, an output shaft of the first motor faces downwards, and the number of the magnetic plates is four. According to the cotton cloth dip-dyeing equipment, full turbulence can be generated in the dye liquor based on cooperation of the turbulence expansion mechanism and the fiber collecting mechanism, and compared with a traditional dip-dyeing mode, flowing of the dye liquor on the surface of unit fiber can be accelerated in the process that the fabric is soaked in the dye liquor and absorbs the dye liquor through the fiber.
Owner:宁波诚可威新材料科技有限公司
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