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69 results about "Sequential combination" patented technology

Optimisation of sequential combinatorial process

ActiveUS20070043622A1Small amount of informationSimplifying and speeding optimisationHand manipulated computer devicesForecastingFleet managementSurrogate model
A method of optimising a sequential combinatorial process comprising an interchangeable sequence of events comprises using a master model to model a selection of the possible sequences, and using information derived from the master model in a surrogate model that approximates the master model with a much shorter computation time. The surrogate model calculates all the possible sequences using an algorithm to select from the information calculated by the master model that which most closely matches the events of a present sequence, following a prioritised system so that the best match is used wherever possible. All results from the surrogate model are compared so that the modelled sequence that gives the result closest to a desired optimum result for the process can be identified, and potentially applied to the process. Accuracy can be enhanced y running the optimum sequence through the master model as a check, and further by adding the optimum sequence to the information used by the surrogate model in future calculations. Any sequential combinatorial process, in which the quality of the end result of the process depends on the order in which events in the process are performed, can be optimised in this way, including manufacturing process such as machining, cutting, shaping, forming and/or heat treating a workpiece, flow of material through a factory or oil or gas through a pipeline network, chemical and material science mixing processes, computational biology modelling, and fleet management.
Owner:GKN AEROSPACE SWEDEN AB +1

Automatic assembly line capable of continuously assembling automobile guy cable casing fittings

The invention relates to an automatic assembly production line, in particular to an automatic assembly line capable of continuously assembling automobile guy cable casing fittings. The automatic assembly line comprises a first feeding system, a second feeding system, a third feeding system, first mechanical hands, second mechanical hands and a locking mechanism, wherein three automatic assembly sections and an auxiliary assembly section are formed through sequential combination of various equipment; workpieces are transferred by a clamping mechanical arm between the first feeding system and the second feeding system, and are transferred by chuck mechanical hands between the first assembly section and the second assembly section as well as the auxiliary assembly section; each combined equipment is provided with an anti-mistake and anti-leakage device. The automatic assembly line has the beneficial effects that the traditional multiple working procedures of manual assembly are integrally combined, and mechanical equipment is used for automatic assembly, so that the manpower resource is saved, the labor intensity is reduced, the working efficiency is improved, misloading and neglected loading of spare parts because of manual assembly are prevented, the product yield is improved, and the product quality is effectively controlled.
Owner:SHANGHAI WR CONTROLS CO LTD

Track system of vacuum high-speed train

The invention discloses a track system of a vacuum high-speed train. The track system comprises a first wheel-track running section, a magnetic-levitation accelerating section, a magnetic-levitation sliding section, a magnetic-levitation decelerating energy recycling section and a second wheel-track running section, wherein the first wheel-track running section is used for conducting wheel-track running when the high-speed train is driven out of a station, and the magnetic-levitation accelerating section is connected with the first wheel-track running section in a penetrating mode; and the magnetic-levitation sliding section is connected with the magnetic-levitation accelerating section in a penetrating mode, the magnetic-levitation decelerating energy recycling section is connected with the magnetic-levitation sliding section in a penetrating mode, and the second wheel-track running section is connected with the magnetic-levitation decelerating energy recycling section in a penetrating mode and used for driving into the station of the high-speed train. According to the track system which operates by using the mode, through sequential combination of the multiple running sections, the safety and the reliability of the high-speed train are effectively promoted, and meanwhile, the construction cost of the track system is further greatly reduced.
Owner:苏彬诚

Training method and segmentation method and apparatus for a segmentation learning network of a 3D image and medium

ActiveCN110148129AFew parametersSegmentation is fast and accurateImage enhancementImage analysisPattern recognitionVoxel
The present disclosure relates to a training method and a segmentation method and apparatus for a segmentation learning network of a 3D image and a medium. The 3D image comprises a target object and the proportion occupied by the target object is lower than a preset threshold value. The method comprises the following steps that: a segmentation learning network is constructed based on the sequential combination of a plurality of dense blocks, dense connection exists among basic units in the dense blocks, and each basic unit consists of a batch normalization layer, a RELU layer and a rolling layer; a segmented learning network is trained by a processor based on a training dataset of the 3D image using a loss function that focuses more on difficult samples and penalizes negative voxels that are far away from the object of interest. The method can rapidly and accurately segment irregular and small attention objects by using the learning network with a more compact structure and fewer parameters, and the training process of the learning network can solve the unbalance problem of samples and foreground and background and avoid the problem of over-fitting caused by lack of training samples as much as possible.
Owner:SHENZHEN KEYA MEDICAL TECH CORP

Optimisation of sequential combinatorial processes

A method of optimising a sequential combinatorial process comprising an interchangeable sequence of events comprises using a master model to model a selection of the possible sequences, and using information derived from the master model in a surrogate model that approximates the master model with a much shorter computation time. The surrogate model calculates all the possible sequences using an algorithm to select from the information calculated by the master model that which most closely matches the events of a present sequence, following a prioritised system so that the best match is used wherever possible. All results from the surrogate model are compared so that the modelled sequence that gives the result closest to a desired optimum result for the process can be identified, and potentially applied to the process. Accuracy can be enhanced by running the optimum sequence through the master model as a check, and further by adding the optimum sequence to the information used by the surrogate model in future calculations. Any sequential combinatorial process, in which the quality of the end result of the process depends on the order in which events in the process are performed, can be optimised in this way, including manufacturing process such as machining, cutting, shaping, forming and/or heat treating a workpiece, flow of material through a factory or oil or gas through a pipeline network, chemical and material science mixing processes, computational biology modelling, and fleet management.
Owner:VOLVO AERO CORP +1

Wearable treatment device and device control method

The present invention discloses a wearable treatment device and a device control method. The wearable treatment device comprises a light output unit connected with a processor and outputting the light of an appointed wavelength; an electrical output unit connected with the processor and outputting a current value within an appointed range; an output electrode connected with the electrical output unit and used for outputting an electroencephalogram signal to a corresponding part; an electroencephalogram detection unit used for detecting a brain wave signal and transmitting the brain wave signal to the processor; a body surface detection electrode connected with the electroencephalogram detection unit and used for detecting an electroencephalogram signal of a human body appointed part. According to the embodiment of the present invention, the wearable treatment device can interpose the human body function by the photo stimulation and the electrical stimulation, and enables the excitability of an ascending activating system to be reduced by adjusting the electrical activity of neuronal cells, thereby readjusting the brain cells, helping the brain to recover from the over fatigue, and improving the sleep quality. According to the present invention, by applying the photo stimulation and the electrical stimulation simultaneously or in different alternative and sequential combination manners, the nervous system disorders can be improved more effectively.
Owner:HANGZHOU ETK INTELLIGENT TECH CO LTD

Solid three-dimensional model construction method for monoclinic rock stratum structure landform

The invention discloses a solid three-dimensional model construction method for a monoclinic rock stratum structure landform, and the method comprises the steps: (1) calculating the attitude of a monoclinic rock stratum according to a monoclinic rock stratum geological map and DEM data, and obtaining a geological boundary line set and an attitude set; (2) according to the rock stratum attitude set, dividing the geological boundary line into a plurality of rock stratum surface boundary line segments with consistent attitudes; (3) according to the boundary line segment of the rock stratum surface, adopting a occurrence deduction method to obtain an attitude deduction point through deduction, and obtaining a rock stratum surface comprising the rock stratum surface and the rock stratum side surface; (4) according to the rock stratum side faces, generating fault layer faces through sequential combination; (5) according to the geological boundary line set, based on Morphing, carrying out interpolation to generate interpolation points of all rock layers in the rock layer set; and (6) generating the TIN of the rock stratum surface, the rock stratum side surface and the fault layer surfaceby adopting a point-by-point insertion method according to the interpolation points of the rock stratum surface, the fault layer surface and the rock stratum surface, and performing sewing to obtain asolid three-dimensional model. The method is higher in accuracy.
Owner:南京泛在地理信息产业研究院有限公司 +1
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