mhurhangee/ep-ind-claims huggingface dataset:
A method for managing a supercomputer having a parallel or pipeline architecture and comprising a set of components (C1, C2, C3... C6) in order to execute a plurality of tasks simultaneously, comprising - a step of generating notifications by sensors associated with said components; - a step of processing said notifications by a hierarchy of modules, said notifications forming incoming events for the hierarchically lower-level modules of said hierarchy, and each module comprising at least one correlation engine for correlating incoming events and generating outgoing events transmitted to the higher-level modules within said hierarchy as incoming events; said method being characterized in that: said processing step comprising a routing of incoming events to different paths within the module, each event being routed to an appropriate correlation engine among said at least one correlation engine, according to predefined criteria; and the method comprises a step of generating alarms, based on the outgoing events generated by the hierarchically higher-level modules within said hierarchy, and in that the number of levels, as well as the number of modules for each level and the general architecture, is adapted during operation as a function of a number of events generated within a zone of said supercomputer. - a step of generating notifications by sensors associated with said components; - a step of processing said notifications by a hierarchy of modules, said notifications forming incoming events for the hierarchically lower-level modules of said hierarchy, and each module comprising at least one correlation engine for correlating incoming events and generating outgoing events transmitted to the higher-level modules within said hierarchy as incoming events; said processing step comprising a routing of incoming events to different paths within the module, each event being routed to an appropriate correlation engine among said at least one correlation engine, according to predefined criteria; and the method comprises a step of generating alarms, based on the outgoing events generated by the hierarchically higher-level modules within said hierarchy, and in that the number of levels, as well as the number of modules for each level and the general architecture, is adapted during operation as a function of a number of events generated within a zone of said supercomputer.
A method for preparing a positive-working lithographic printing plate precursor comprising an infrared radiation absorber incorporated into one or more imageable layers, the method comprising: forming a substrate by applying a post-treatment coating solution to an electrochemically grained, anodized aluminum support comprising an oxide layer from anodization, to provide a post-treatment coating directly on the oxide layer, the post-treatment coating solution comprising (a) at least 0.05 weight % and up to and including 1 weight % of a polymer in which at least 10 mol% of the recurring units are derived from vinyl phosphonic acid, and (b) phosphoric acid in an amount of at least 0.01 weight %, and applying at least one imageable layer formulation on the post-treatment coating of the substrate, wherein the at least one imageable layer formulation comprises a polymeric binder that becomes more soluble upon exposure to infrared radiation. forming a substrate by applying a post-treatment coating solution to an electrochemically grained, anodized aluminum support comprising an oxide layer from anodization, to provide a post-treatment coating directly on the oxide layer, the post-treatment coating solution comprising (a) at least 0.05 weight % and up to and including 1 weight % of a polymer in which at least 10 mol% of the recurring units are derived from vinyl phosphonic acid, and (b) phosphoric acid in an amount of at least 0.01 weight %, and applying at least one imageable layer formulation on the post-treatment coating of the substrate, wherein the at least one imageable layer formulation comprises a polymeric binder that becomes more soluble upon exposure to infrared radiation.
A process for the manufacture of a solid polyester foam, comprising the following successive stages: (a) providing an expandable and thermosetting composition containing: - at least at least 60 weight % of the dry weight of the expandable and thermosetting composition, of at least one α-hydroxylated dicarboxylic acid of formula: HOOC-(CHR 1) n -CHOH-COOH where: n is an integer ranging from 1 - 4, preferably from 1 - 3, especially 1 or 2 and very particularly preferably 1, and each R 1 independently represents a hydrogen atom, a hydroxyl (-OH) group or an alkyl group, preferably a C 1-4 alkyl group, and - a surface-active agent, and - an esterification catalyst selected from strong acids, inorganic salts of transition metals, compounds containing a phosphorus atom, compounds containing both fluorine and boron, and Lewis acids, (b) introduction of the expandable and thermosetting composition into a mold or application of the expandable composition to a support, (c) heating the expandable and thermosetting composition to a temperature at least equal to 140°C, preferably of between 160°C and 190°C, until a solid foam block is formed. (a) providing an expandable and thermosetting composition containing: - at least at least 60 weight % of the dry weight of the expandable and thermosetting composition, of at least one α-hydroxylated dicarboxylic acid of formula: HOOC-(CHR 1) n -CHOH-COOH where: n is an integer ranging from 1 - 4, preferably from 1 - 3, especially 1 or 2 and very particularly preferably 1, and each R 1 independently represents a hydrogen atom, a hydroxyl (-OH) group or an alkyl group, preferably a C 1-4 alkyl group, and - a surface-active agent, and - an esterification catalyst selected from strong acids, inorganic salts of transition metals, compounds containing a phosphorus atom, compounds containing both fluorine and boron, and Lewis acids, - at least at least 60 weight % of the dry weight of the expandable and thermosetting composition, of at least one α-hydroxylated dicarboxylic acid of formula: HOOC-(CHR 1) n -CHOH-COOH where: n is an integer ranging from 1 - 4, preferably from 1 - 3, especially 1 or 2 and very particularly preferably 1, and each R 1 independently represents a hydrogen atom, a hydroxyl (-OH) group or an alkyl group, preferably a C 1-4 alkyl group, and n is an integer ranging from 1 - 4, preferably from 1 - 3, especially 1 or 2 and very particularly preferably 1, and each R 1 independently represents a hydrogen atom, a hydroxyl (-OH) group or an alkyl group, preferably a C 1-4 alkyl group, and - a surface-active agent, and - an esterification catalyst selected from strong acids, inorganic salts of transition metals, compounds containing a phosphorus atom, compounds containing both fluorine and boron, and Lewis acids, (b) introduction of the expandable and thermosetting composition into a mold or application of the expandable composition to a support, (c) heating the expandable and thermosetting composition to a temperature at least equal to 140°C, preferably of between 160°C and 190°C, until a solid foam block is formed.
A capacitive micromachined ultrasonic transducer having an ultrasonic wave transmission/reception surface formed by arranging a plurality of transducer cells each of which includes a membrane having a first electrode and a supporting film for supporting the first electrode, and also includes a second electrode arranged being opposite to the first electrode and being spaced apart from the first electrode at a prescribed interval, wherein: the transducer cells are arranged such that the closer to a periphery of the ultrasonic wave transmission/reception surface a transducer cell is, the lower the resonant frequency of the transducer cell, characterized in that the ultrasonic wave transmission/reception surface is curved in a recessed shape such that ultrasonic beams transmitted from the ultrasonic wave transmission/reception surface are in focus, and the resonant frequency of the transducer cell is set on the basis of width of the membrane or an area of the membrane. the transducer cells are arranged such that the closer to a periphery of the ultrasonic wave transmission/reception surface a transducer cell is, the lower the resonant frequency of the transducer cell, characterized in that the ultrasonic wave transmission/reception surface is curved in a recessed shape such that ultrasonic beams transmitted from the ultrasonic wave transmission/reception surface are in focus, and the resonant frequency of the transducer cell is set on the basis of width of the membrane or an area of the membrane.
A polymer composition comprising: a) from 55 weight % to 95 weight % of a thermoplastic polymer matrix; b) from 5 weight % to 20 weight % of a particulate polytetrafluoroethylene additive dispersed within the thermoplastic polymer matrix, wherein the particulate polytetrafluoroethylene additive has an average particle size less than 40 μm, and wherein at least 90 weight % of the particulate polytetrafluoroethylene additive particles are smaller than 60 μm; and c) from 10 weight % to 40 weight % of a reinforcment filler dispersed within the thermoplastic polymer matrix, wherein the reinforcement filler comprises a carbon fiber, carbon black, glass fiber, aramid fiber, or any combination thereof, wherein said polymer composition exhibits a wear factor of less than 3500 as determined by a test according to ASTM D3702 at 2,75790 *10 5 Pa (40 psi) and 0,254 m/s (50 fpm). a) from 55 weight % to 95 weight % of a thermoplastic polymer matrix; b) from 5 weight % to 20 weight % of a particulate polytetrafluoroethylene additive dispersed within the thermoplastic polymer matrix, wherein the particulate polytetrafluoroethylene additive has an average particle size less than 40 μm, and wherein at least 90 weight % of the particulate polytetrafluoroethylene additive particles are smaller than 60 μm; and c) from 10 weight % to 40 weight % of a reinforcment filler dispersed within the thermoplastic polymer matrix, wherein the reinforcement filler comprises a carbon fiber, carbon black, glass fiber, aramid fiber, or any combination thereof,
A prosthetic assembly for repairing a target tissue defect within a target vessel region in a patient, the prosthetic assembly comprising: an exclusion structure sized to substantially cover the target tissue defect in the target vessel region when the exclusion structure is in a deployed configuration; and a branch assembly (130, 530) for directing fluid flow to a branch vessel from the target vessel region, the branch assembly (130, 530) comprising, an outer branch prosthesis (140, 540) having a first portion (142, 542) and a second portion, wherein the first portion (142, 542) is configured to be deployed between the exclusion structure and a wall of the target vessel region, and the second portion is configured to be deployed in a branch vessel branching from the target vessel region, and a support structure at least partially disposed within the outer branch prosthesis (140, 540) at the first portion (142, 542) when the branch assembly (130, 530) is in a deployed configuration, wherein an inflow region (150, 550) of the first portion (142, 542) of the outer branch prosthesis (140, 540) is expandable to a cross-sectional dimension larger than a cross-sectional dimension (D 3) of the support structure, and wherein the first portion (142, 542) is deformable to a non-circular cross-sectional shape when deployed. an exclusion structure sized to substantially cover the target tissue defect in the target vessel region when the exclusion structure is in a deployed configuration; and a branch assembly (130, 530) for directing fluid flow to a branch vessel from the target vessel region, the branch assembly (130, 530) comprising, an outer branch prosthesis (140, 540) having a first portion (142, 542) and a second portion, wherein the first portion (142, 542) is configured to be deployed between the exclusion structure and a wall of the target vessel region, and the second portion is configured to be deployed in a branch vessel branching from the target vessel region, and a support structure at least partially disposed within the outer branch prosthesis (140, 540) at the first portion (142, 542) when the branch assembly (130, 530) is in a deployed configuration, wherein an inflow region (150, 550) of the first portion (142, 542) of the outer branch prosthesis (140, 540) is expandable to a cross-sectional dimension larger than a cross-sectional dimension (D 3) of the support structure, and wherein the first portion (142, 542) is deformable to a non-circular cross-sectional shape when deployed.
Sack separating device comprising a sack store for storing preassembled sacks; a sack removal apparatus assigned to the sack store and intended for removing a separated sack from the sack store; a transport path for conveying the separated sack out of the sack separating device, characterised by a sack pivoting apparatus arranged upstream of the transport path, intended for pivoting the sack about a pivoting centre and containing a sack guide surface which extensively surrounds the pivoting centre and on which, after removal from the sack store, the sack is guided at least in part and at certain times as it is pivoted, a gripper which is mounted so as to be pivotable about the pivoting centre, is assigned to the sack guide surface and is intended for gripping the sack by its leading end once it has been removed from the sack store, which apparatus moves the separated sack from the sack removal apparatus to the transport path, and a blast nozzle which is arranged between the sack and the pivoting centre and delivers a blow pulse acting on the sack to a downstream end of the sack which is not gripped by the gripper, such that the sack is pivoted about its leading end and is placed on the transport path.
Motor vehicle having an electrical contacting unit which is fixed to the vehicle and which serves for the electrical contacting of an external charging cable, wherein the contacting unit has at least electrical contacts and a displaceable cover, wherein the cover is displaceable in translation between a protective position, in which it covers the electrical contacts and thus protects them against dirt and/or water, and a charging position, in which the electrical contacts are accessible from the vehicle surroundings, wherein the electrical contacting unit which is fixed to the vehicle is attached to the underside of the vehicle on the outside, with the result that, in the charging position of the cover, the electrical contacts can be contacted from underneath in the vehicle vertical direction (z), wherein the cover is an elongate hollow body with a rectangular or trapezoidal cross section, that is to say consists of two mutually parallel walls connected by two other walls, resulting in a hollow body, wherein the cover has a closed end side, with the result that it now has only one open end side, and wherein, in the protective position, the cover surrounds the electrical contacts in encircling fashion, whereas the cover, in the charging position, is situated adjacent to the electrical contacts.
A device for handling moved piece goods, comprising: - at least one manipulator for piece goods, - at least one transport device by way of which the moved piece goods are transportable to a seizing range of the at least one manipulator as well as - at least one horizontal conveying device assigned to the seizing range and/or to a movement space of the at least one manipulator, via which horizontal conveying device the moved piece goods are transported in the seizing range of the at least one manipulator; - at least one detection means for obtaining space coordinates and/or position data and/or contour data of piece goods to be seized by the manipulator; - wherein the at least one horizontal conveying device and the at least one transport device are calibratable and/or controllable based on the space coordinates and/or position data and/or contour data, characterized in that - a defined number of parallel, directly adjacent, in each case individually controllable horizontal conveying devices are assigned to the seizing range of the at least one manipulator, the number of horizontal conveying devices corresponding to the respective number of transport devices, which are supplying piece goods. - at least one manipulator for piece goods, - at least one transport device by way of which the moved piece goods are transportable to a seizing range of the at least one manipulator as well as - at least one horizontal conveying device assigned to the seizing range and/or to a movement space of the at least one manipulator, via which horizontal conveying device the moved piece goods are transported in the seizing range of the at least one manipulator; - at least one detection means for obtaining space coordinates and/or position data and/or contour data of piece goods to be seized by the manipulator; - wherein the at least one horizontal conveying device and the at least one transport device are calibratable and/or controllable based on the space coordinates and/or position data and/or contour data, - a defined number of parallel, directly adjacent, in each case individually controllable horizontal conveying devices are assigned to the seizing range of the at least one manipulator, the number of horizontal conveying devices corresponding to the respective number of transport devices, which are supplying piece goods.
Computer-implemented method for parametrizing a machine learning system configured to determine an associated class of a number k of many classes from input signals (x), which are images, in each case as an output signal (y), wherein the machine learning system, for each input signal (x) fed to it, determines a k-dimensional variable f(x) and determines the associated output signal (y) as that coordinate of f(x) which has the maximum value, wherein the machine learning system is trained once with correctly labelled training data ( X c) and is trained once with incorrectly labelled training data ( X r), wherein hyperparameters (θ H) of the machine learning system are selected in such a way that the respective trained machine learning system can reproduce actual classifications ( y r) of the correctly labelled training data ( X c) better than actual classifications ( y r) of the incorrectly labelled training data ( X r), wherein the hyperparameters (θ H) are selected in such a way that a statistical frequency distribution of margins (m) for the trained machine learning system which results when incorrectly labelled training data ( X r) are fed to the machine learning system has two maxima as a function of the margin (m), wherein the margins (m) are defined by m = f x T i − max j ≠ i f x T j, wherein the training data comprise a plurality of training points ( x T, y T) which are pairs of input data ( x T) and an associated classification ( y T), and if the classification ( N ( x T) = arg max f ( x T)) of the machine learning system is correct, the value of the i-th coordinate of f ( x T) is the largest of the values. wherein hyperparameters (θ H) of the machine learning system are selected in such a way that the respective trained machine learning system can reproduce actual classifications ( y r) of the correctly labelled training data ( X c) better than actual classifications ( y r) of the incorrectly labelled training data ( X r), wherein the hyperparameters (θ H) are selected in such a way that a statistical frequency distribution of margins (m) for the trained machine learning system which results when incorrectly labelled training data ( X r) are fed to the machine learning system has two maxima as a function of the margin (m), wherein the margins (m) are defined by m = f x T i − max j ≠ i f x T j, wherein the training data comprise a plurality of training points ( x T, y T) which are pairs of input data ( x T) and an associated classification ( y T), and if the classification ( N ( x T) = arg max f ( x T)) of the machine learning system is correct, the value of the i-th coordinate of f ( x T) is the largest of the values.
Power-split transmission of a traction drive of a vehicle, which power-split transmission comprises a continuously variable transmission and a summing transmission, the continuously variable transmission being configured as a hydrostatic transmission and comprising a primary unit and a secondary unit which can be driven in both rotational directions by the primary unit, the primary unit of the continuously variable transmission being driven by a drive engine, in particular an internal combustion engine, of the vehicle and having a through-drive for driving a first drive element of the summing transmission which is configured as a planetary gear mechanism, the secondary unit of the continuously variable transmission, for driving being drive-connected to a second drive element of the summing transmission which is configured as a planetary gear mechanism, and an output element of the summing transmission which is configured as a planetary gear mechanism being drive-connected to a wheel drive, characterized in that the primary unit is configured as a variable displacement pump, the delivery volume of which can be adjusted on both sides, and the secondary unit is configured as a hydraulic motor which is connected in the closed circuit, and in that the primary unit of the continuously variable transmission has a drive shaft which is driven on the input side by the drive engine and is drive-connected on the output side directly and without a clutch device being connected in between to the sun gear of the summing transmission in order to drive the latter, and the secondary unit of the continuously variable transmission has a drive shaft which is drive-connected without a clutch device being connected in between to an internal gear or a planetary carrier of the summing transmission, and the planetary carrier or the internal gear of the summing transmission forms an output element of the summing transmission, which output element is drive-connected to the wheel drive.
A solar tracking device that may be employed in a solar energy system, the solar tracking device comprising: a solar collector having a focal locus; a solar receiver having a central axis, the solar receiver mounted to the solar collector such that the central axis is substantially at the focal locus of the solar collector; a medium in thermal communication with the solar receiver, wherein the medium undergoes a phase change from a solid phase to a liquid phase at a predetermined temperature; and a piston disposed partially within the solar receiver and coaxial with the solar receiver, characterised in that the solar collector is rotatably coupled to a housing about a rotational axis and hydraulic force from expansion of the medium caused by solar radiation incident on the solar collector within an acceptance angle of the solar collector causes force on the piston relative to the solar receiver to actuate a rotation of the solar collector about the rotational axis in a direction of solar travel. a solar collector having a focal locus; a solar receiver having a central axis, the solar receiver mounted to the solar collector such that the central axis is substantially at the focal locus of the solar collector; a medium in thermal communication with the solar receiver, wherein the medium undergoes a phase change from a solid phase to a liquid phase at a predetermined temperature; and a piston disposed partially within the solar receiver and coaxial with the solar receiver, characterised in that the solar collector is rotatably coupled to a housing about a rotational axis and hydraulic force from expansion of the medium caused by solar radiation incident on the solar collector within an acceptance angle of the solar collector causes force on the piston relative to the solar receiver to actuate a rotation of the solar collector about the rotational axis in a direction of solar travel.