14 patents
Utility
Dual-model Machine Learning for Process Control and Rules Controller for Manufacturing Equipment
11 Jan 24
A method includes training a machine learning model on a training data set, that describes input parameters to and corresponding output parameters from manufacturing equipment, using at least one learning algorithm to obtain a physics model that describes evolution of a state space of the manufacturing equipment, configuring a machine-learning-based controller agent to generate commands for the physics model that modify settings of a simulation of the manufacturing equipment by the physics model such that, responsive to input data, the physics model generates corresponding predicted output parameters, and training the machine-learning-based controller agent on the settings and corresponding predicted output parameters using at least one other learning algorithm.
Christopher Edward Couch, John J. Burtenshaw, Joseph Eugene Hernandez, Andrew J. Cabush, Sean G. Scott
Filed: 14 Apr 23
Utility
Structured Data Model and Propagation Thereof for Control of Manufacturing Equipment
2 Nov 23
Following activation of a first machine, a standardized structured data model is instantiated in a controller of the first machine that describes the first machine according to predefined categories populated with predefined labels that are indicative of measured parameters of the first machine, components of the first machine, and subsystems of the first machine.
John James Burtenshaw, Joseph Eugene Hernandez, Sean Gregory Scott, Christopher Edward Couch
Filed: 28 Apr 23
Utility
Object-based Data Science Platform
25 May 23
A plurality of data package objects each contains signal data describing time-series values for parameters, organizes the signal data into batches having a size less than a memory, identifies the batches according to indices, and responsive to requests, provides output identifying the indices in randomly shuffled or arbitrary order, loads into the memory one of the batches such that features of the signal data of the one of the batches can be used to train a machine learning model to predict time-series parameter outputs from time-series parameter inputs, and removes from the memory the one of the batches to prevent the one of the batches and other of the batches from completely occupying all of the memory at a same time.
Christopher Edward Couch, Yang He, Joseph Hernandez
Filed: 17 Nov 22
Utility
Manufacturing Equipment Control Via Predictive Sequence to Sequence Models
20 Apr 23
One or more processors generate a feature set describing evolution of a state space of a manufacturing system from time series data of sensors measuring values of control parameters and exogenous parameters of the manufacturing system, and measuring values of feature parameters of components produced by the manufacturing system.
Christopher Edward Couch, John Burtenshaw, Joseph Hernandez
Filed: 14 Oct 22
Utility
Plastic Clip, Pre-assembled Fluid Line Arrangement and Attachment Method
9 Feb 23
A plastic clip for attaching a longitudinal element, particularly a fluid line, to a perforated sheet part, particularly a body part of a vehicle.
Ludovic Guersing
Filed: 21 Oct 22
Utility
Fluid interaction device, fluid interaction arrangement and method for producing same
30 Aug 22
A fluid interaction device for establishing an interaction with a fluid, particularly a brake fluid or a fuel fluid.
Ole Hammer, Brian Cardwell, Steve Frederiksen, Kenneth Gocha, Arthur Janik
Filed: 17 May 18
Utility
Method and Apparatus for Detecting Irregularities on a Material Strand
26 May 22
A method for detecting irregularities on a material strand made of an elastomeric material comprises the steps of: (a) providing a material strand which defines a longitudinal axis along which the material strand is to be conveyed; (b) bringing a detection element in contact with the material strand, wherein at least one of the detection element being movably mounted in a direction of deflection transverse to the longitudinal axis and a force can act on the detection element in a force direction, (c) setting up a relative movement between the detection element and the material strand along the longitudinal axis; and (d) detecting at least one of a deflection of the detection element in the deflection direction and a force acting on the detection element in the force direction, so as to detect irregularities in the material strand.
Erik Scholl, Thomas Klueberspies
Filed: 11 Feb 22
Utility
Sealing arrangement for a motor vehicle window, composite seal, and method for producing a composite seal
14 Sep 21
A seal arrangement for sealing a corner region of a window against a vehicle body component of a motor vehicle.
Tomasz Krefta, Lutz Haupt
Filed: 22 Mar 19
Utility
Glass run channel assembly and method for forming a glass run channel assembly
13 Apr 21
A joint assembly comprising at least one extruded profile member and at least one molded member connected to the profile member by an injection molding process.
Klaudia Dajczak-Starego, Jerzy Krakowiak
Filed: 10 Oct 17
Utility
Profile strip for a motor vehicle and profile strip production method
16 Mar 21
A profile strip for a motor vehicle, in particular for a sealing assembly in a window or door area of a motor vehicle.
Thomas Schmid, Dominik Schramm
Filed: 18 Jul 18
Utility
Vehicle silencer
26 Jan 21
The present invention relates to a vehicle silencer comprising: a first case provided in a vehicle; a second case coupled to the first case; a resonant chamber positioned between the first case and the second case; and a passing hole formed by penetrating the second case, such that the inside of the second case and the resonant chamber communicate with each other therethrough, wherein the second case includes a first passing member formed such that the thickness thereof gradually decreases toward a first direction.
Jai Yoon Shin, Junguk Lee
Filed: 25 May 16
Utility
Method of manufacturing a material strand
12 Jan 21
A method of manufacturing a material strand (100), particularly for sealing, trimming or fastening of doors (11) or windows (12) of a motor vehicle (10), comprises the steps of: a) extrusion of an extruded strand (200); b) testing the extruded strand (200) after the extrusion, thereby identifying first segments (210) comprising manufacturing defects (211) and second segments (220) being free from manufacturing detects; c) cutting out the first segments (210) from the extruded strand (200), thereby causing faces (222) at the second segments (220); d) joining cut faces (222) of second segments (220) to obtain a joint (102) and to form a material strand (100), the joint (102) having a position within the material strand (100), wherein a minimum distance (Δd) is maintained between the positions of adjacent joints (102); e) identifying the position of each joint (102); and f) forming a transport unit (110) having a predetermined maximum length by winding the material strand (100).
Fritz Krause
Filed: 21 Jan 16
Utility
Method for manufacturing a material strand assembly
16 Nov 20
A method for manufacturing a material strand assembly for a vehicle.
Fritz Krause, Thomas Koch
Filed: 12 Jul 18
Utility
Multilayer tube for guiding fuel fluid and method of manufacturing same
27 Jul 20
A multilayer tube for guiding fuel fluid or brake fluid.
Michael Peters, Dietmar Roloff
Filed: 17 May 18
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