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US 6,263,257 B1Granted
Method and device for determining relevant variables in the processing of textile structures
OwnerPeter F. Aemmerinventor
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OwnerPeter F. Aemmerinventor
Estimating the term…
A device for the simulation of spinning machines with a view to their optimum economic use and operation. Starting from material properties of a preproduct (1) determined by measurement, as well as from configuration and setting parameters (3) of such a spinning machine, material properties (2) of the intermediate or output products which are being produced, which properties can be determined by measurement, are predicted using a process model describing the behavior of the spinning machine, by a simulation device. The process model on which a method being based is presented by a neural network. The coefficients determining the actual behavior of this neural network area calculated from a set of sample data in a training phase. This sample data and/or from otherwise conclusively predicted properties of the behavior of such a spinning machine.
A method for simulating the processing of input products in a spinning machine by means of a process model of nonlinear equations that is embodied in a neural network, comprising the steps of training the neural network by inputting data relating to (i) said input products, (ii) output products produced by said processing, and (iii) configuration parameters of the processing operation carried out in the spinning machine, and operating the trained neural network to produce estimates of the operation of the spinning machine.
A device for simulating the processing of products in a spinning machine, comprising:
A method for simulating the operation of a spinning machine, comprising the steps of:
Dependencies are inferred from the claim text.