mhurhangee/ep-ind-claims huggingface dataset:
A method of navigating with the use of correlation within a select area, the method comprising: storing, while initially traversing throughout the select area: data required to reconstruct ranges and associated orientation angles of pitch, roll, and yaw with regard to objects, statistical accuracy information of the data, and measurement location information of the objects; measuring the current ranges and associated orientation angles of pitch, roll, and yaw with regard to the objects during a subsequent traversal throughout the select area; correlating the current ranges and associated orientation angles of pitch, roll, and yaw with regard to the objects to reconstructed ranges and associated orientation angles of pitch, roll, and yaw with regard to the objects from the stored data, wherein the correlation results are normalized based on the statistical accuracy information; determining at least one of the current location and heading estimates within the select area based at least in part on the normalized correlation results; and using the at least one of the current location and heading estimates for navigation. storing, while initially traversing throughout the select area: data required to reconstruct ranges and associated orientation angles of pitch, roll, and yaw with regard to objects, statistical accuracy information of the data, and measurement location information of the objects; data required to reconstruct ranges and associated orientation angles of pitch, roll, and yaw with regard to objects, statistical accuracy information of the data, and measurement location information of the objects; measuring the current ranges and associated orientation angles of pitch, roll, and yaw with regard to the objects during a subsequent traversal throughout the select area; correlating the current ranges and associated orientation angles of pitch, roll, and yaw with regard to the objects to reconstructed ranges and associated orientation angles of pitch, roll, and yaw with regard to the objects from the stored data, wherein the correlation results are normalized based on the statistical accuracy information; determining at least one of the current location and heading estimates within the select area based at least in part on the normalized correlation results; and using the at least one of the current location and heading estimates for navigation.
A method of processing video data, the method comprising: determining a value of a block-level escape flag that indicates, for all samples of a block of video data, whether at least one respective sample of the block is coded as an escape sample having a color value that is not included in a palette of colors for coding the block of video data, wherein the block of video data comprises a coding unit of video data, and wherein determining the value of the block-level escape flag comprises determining the value of the block-level escape flag for the CU; characterized by: conditionally coding the block-level escape flag for the CU based on a size of the CU, wherein conditionally coding the block-level escape flag for the CU comprises only coding the block-level escape flag when the size of the CU exceeds a threshold size; and coding the block of video data based on the value of the block-level escape flag. conditionally coding the block-level escape flag for the CU based on a size of the CU, wherein conditionally coding the block-level escape flag for the CU comprises only coding the block-level escape flag when the size of the CU exceeds a threshold size; and coding the block of video data based on the value of the block-level escape flag.
Method for controlling an electric machine having a reluctance torque portion in the event of a malfunction, comprising the steps: - Ascertaining a degree of demagnetization of the electric machine in the event of a malfunction; - Adjusting a desired value generating procedure for controlling the electric machine based on the degree of demagnetization; and - Controlling the electric machine based on the adjusted desired value generating procedure. - Ascertaining a degree of demagnetization of the electric machine in the event of a malfunction; - Adjusting a desired value generating procedure for controlling the electric machine based on the degree of demagnetization; and - Controlling the electric machine based on the adjusted desired value generating procedure.
A method of recognizing a vehicle from an image, comprising: receiving, by a computing device, an image which shows a vehicle; obtaining, by a computing device, from a vehicle brand recognition region extracted from the image with a trained vehicle brand deep learning model, a vehicle brand list, wherein each vehicle brand in the vehicle brand list has a score P b; obtaining, by a computing device, a vehicle color from the image with a trained model for color recognition and a vehicle color list, wherein each vehicle color in the vehicle color list has a score P c; and identifying the vehicle based on the vehicle brand list and the vehicle color list; characterized in that the identifying comprises combining, by the computing device, the score of each vehicle brand in the vehicle brand list with the score of each vehicle color in the vehicle color list, thereby obtaining combinations of vehicle brands and vehicle colors, wherein each of the combinations of vehicle brands and vehicle colors has a score P f, and ranking the combinations of vehicle brands and vehicle colors according to their scores P f; and wherein: P f = θ b P b δ + P c θ c; and θ b and θ c are weights calculated by a trained model by optimizing the following: θ ∗ = arg max ψ N θ b P b δ + P c θ c; wherein ψ N refers to a comparison correct rate of top N, wherein N is an integer, θ* represents θ b and θ c, and δ is a penalty factor. receiving, by a computing device, an image which shows a vehicle; obtaining, by a computing device, from a vehicle brand recognition region extracted from the image with a trained vehicle brand deep learning model, a vehicle brand list, wherein each vehicle brand in the vehicle brand list has a score P b; obtaining, by a computing device, a vehicle color from the image with a trained model for color recognition and a vehicle color list, wherein each vehicle color in the vehicle color list has a score P c; and identifying the vehicle based on the vehicle brand list and the vehicle color list; characterized in that the identifying comprises combining, by the computing device, the score of each vehicle brand in the vehicle brand list with the score of each vehicle color in the vehicle color list, thereby obtaining combinations of vehicle brands and vehicle colors, wherein each of the combinations of vehicle brands and vehicle colors has a score P f, and ranking the combinations of vehicle brands and vehicle colors according to their scores P f; and wherein: P f = θ b P b δ + P c θ c; and θ b and θ c are weights calculated by a trained model by optimizing the following: θ ∗ = arg max ψ N θ b P b δ + P c θ c; wherein ψ N refers to a comparison correct rate of top N, wherein N is an integer, θ* represents θ b and θ c, and δ is a penalty factor.
A display device comprising: a base layer having one or more first regions that can be folded along a predetermined axis, and a second region adjacent to the first regions; and thin-film transistors 102, 104, 106, 108, organic light-emitting elements (112, 114, 116) and insulation layers (103, 105, 107) stacked in the second region of the base layer, wherein the first regions comprise a filling layer, and wherein the thin-film transistors 102, 104, 106, 108, the organic light-emitting elements (112, 114, 116) and the insulation layers (103, 105, 107) are not disposed in the first regions, and the first regions are filled with the filling layer instead; characterized in that the filling layer is a material in a liquid state, a sol state, or a gel state. a base layer having one or more first regions that can be folded along a predetermined axis, and a second region adjacent to the first regions; and thin-film transistors 102, 104, 106, 108, organic light-emitting elements (112, 114, 116) and insulation layers (103, 105, 107) stacked in the second region of the base layer, wherein the first regions comprise a filling layer, and wherein the thin-film transistors 102, 104, 106, 108, the organic light-emitting elements (112, 114, 116) and the insulation layers (103, 105, 107) are not disposed in the first regions, and the first regions are filled with the filling layer instead; characterized in that the filling layer is a material in a liquid state, a sol state, or a gel state.
A method of treating an inorganic particulate material with an antimicrobial agent, comprising: i) introducing a first feed comprising the inorganic particulate material and water to an air swept dryer; ii) introducing a second feed comprising the antimicrobial agent to the air swept dryer; and iii) at least partially drying the inorganic particulate material of the first feed in the presence of the antimicrobial agent of the second feed forming a treated inorganic particulate material, wherein at least a portion of the antimicrobial agent is exchanged onto and/or into the surface of the treated inorganic particulate material; wherein the inorganic particulate material is a particulate phyllosilicate mineral; wherein the antimicrobial agent comprises a metal or metal salt selected from the group consisting of silver, copper, zinc and combinations thereof. i) introducing a first feed comprising the inorganic particulate material and water to an air swept dryer; ii) introducing a second feed comprising the antimicrobial agent to the air swept dryer; and iii) at least partially drying the inorganic particulate material of the first feed in the presence of the antimicrobial agent of the second feed forming a treated inorganic particulate material, wherein at least a portion of the antimicrobial agent is exchanged onto and/or into the surface of the treated inorganic particulate material; wherein the inorganic particulate material is a particulate phyllosilicate mineral; wherein the antimicrobial agent comprises a metal or metal salt selected from the group consisting of silver, copper, zinc and combinations thereof.
A method of manufacturing a thermal switch which includes a housing assembly including a metal housing having an open bottom and a thermally responsive plate assembly housed in the metal housing and including a thermally responsive plate, a movable contact secured to one of two ends of the thermally responsive plate, and a metal support secured to the other end of the thermally responsive plate, the thermally responsive plate including a part located near a middle thereof and formed into a dish shape by drawing, the metal support having an end secured in the housing; and a header plate assembly including a header plate secured to an open end of the housing, so that a pressure-proof closed container is formed by the header plate and the housing, the header plate having at least one through hole (4A, 4B) through which at least one conductive terminal pin (13A, 13B) is inserted and fixed in the hole (4A, 4B) by an electrically insulating filler, the header plate assembly further including a fixed contact secured to the conductive terminal pin, the method being characterized by comprising: adjusting a position of the movable contact by deforming the metal support of the thermally responsive plate assembly from an initial shape, so that the position of the movable contact is within a predetermined height range relative to the open end of the housing; producing a contact pressure between the movable contact and the fixed contact after the height adjustment by hermetically securing the header plate assembly to the housing assembly with a result that the movable contact is returned by a predetermined distance by contact with the fixed contact; and calibrating an operating temperature after production of the contact pressure by deforming a neighborhood of a part of the housing to which part the thermally responsive plate assembly is secured. adjusting a position of the movable contact by deforming the metal support of the thermally responsive plate assembly from an initial shape, so that the position of the movable contact is within a predetermined height range relative to the open end of the housing; producing a contact pressure between the movable contact and the fixed contact after the height adjustment by hermetically securing the header plate assembly to the housing assembly with a result that the movable contact is returned by a predetermined distance by contact with the fixed contact; and calibrating an operating temperature after production of the contact pressure by deforming a neighborhood of a part of the housing to which part the thermally responsive plate assembly is secured.
A method for controlling a Diesel engine system, of the type comprising a particulate filter interposed in the exhaust line of the engine, and an electronic control unit for controlling a plurality of fuel injectors associated with the cylinders of the engine, wherein - when an accumulated particulate mass in said filter reaches a predetermined threshold mass (M 300) - a regeneration mode is activated, comprising activating post-injections of fuel by means of controlling said plurality of injectors, which determines the start of an automatic filter regeneration step, by an increase in the temperature of the exhaust gases sent to the filter sufficient to burn the particulate in the filter, the method being characterized in that it comprises: - receiving a value of said accumulated particulate mass and a temperature value upstream of the filter, - activating an overheating mode, configured for interrupting particulate combustion, comprising deactivating said post-injections of fuel whenever a critical condition occurs for at least a first period of time, said critical condition being a condition wherein said temperature value upstream of the filter exceeds a first threshold value, and - resuming said regeneration mode following the disappearance of said critical condition, wherein said first threshold value and said first time period are calculated as a function of the particulate mass accumulated in the filter, wherein said calculated first threshold value and said first time period increase in time as the particulate mass accumulated in the filter decreases. - receiving a value of said accumulated particulate mass and a temperature value upstream of the filter, - activating an overheating mode, configured for interrupting particulate combustion, comprising deactivating said post-injections of fuel whenever a critical condition occurs for at least a first period of time, said critical condition being a condition wherein said temperature value upstream of the filter exceeds a first threshold value, and - resuming said regeneration mode following the disappearance of said critical condition,
A valve for tanks and/or liquid distribution and/or storage systems, comprising: - a hollow valve body made of metal material having a front wall, a rear wall and two opposite side wall and defining a passageway for a liquid, the passageway having two ends (5a, 5b) at said front and rear walls, respectively, the valve body being shaped to define a flange or a threaded sleeve at at least one end (5a, 5b) of the passageway; - an open/close member, mounted slidable in the valve body, wherein the valve body is a cast valve body that also defines, in an intermediate position between the ends (5a, 5b) of the passageway, a valve seat in which the open/close member is displaceable between a raised position and a lowered position, for opening and closing the passageway, characterized in that the valve further comprises: - an anti-freezing arrangement, wherein the anti-freezing arrangement comprises an axially extended hollow member embedded in the metal material constituting the valve body, for passage of a heating fluid, the hollow member having respective inlet and outlet ends accessible from outside the valve body, in particular designed for connection to a circuit (17, CS) of the heating fluid, and wherein the hollow member develops in length according to a respective axis which is substantially contained in a plane to which a sliding axis of the open/close member belongs. - a hollow valve body made of metal material having a front wall, a rear wall and two opposite side wall and defining a passageway for a liquid, the passageway having two ends (5a, 5b) at said front and rear walls, respectively, the valve body being shaped to define a flange or a threaded sleeve at at least one end (5a, 5b) of the passageway; - an open/close member, mounted slidable in the valve body, - an anti-freezing arrangement, wherein the anti-freezing arrangement comprises an axially extended hollow member embedded in the metal material constituting the valve body, for passage of a heating fluid, the hollow member having respective inlet and outlet ends accessible from outside the valve body, in particular designed for connection to a circuit (17, CS) of the heating fluid, and wherein the hollow member develops in length according to a respective axis which is substantially contained in a plane to which a sliding axis of the open/close member belongs.
An extracellular matrix hydrogel, wherein the ECM hydrogel has the following characteristics: a) a time to 50% gelation of less than 30 minutes at a temperature of about 37 °C; b) a flow viscosity suitable for infusion into an esophagus; and c) a stiffness of about 10 to about 300 Pascal (Pa), for use in inhibiting esophageal inflammation or reducing esophageal stricture in a subject, wherein the ECM hydrogel is for administration to the esophagus of the subject. a) a time to 50% gelation of less than 30 minutes at a temperature of about 37 °C; b) a flow viscosity suitable for infusion into an esophagus; and c) a stiffness of about 10 to about 300 Pascal (Pa),
A method for producing a composition having cytocidal activity, the method comprising: culturing malignant tumor cells in a culture medium to the 60 to 100% confluent state; replacing, after the culturing, the culture medium with a physiological buffer salt solution; and recovering the physiological buffer salt solution after the time at which death of the malignant tumor cells in the physiological buffer salt solution is determined by observation of the morphological aspect of said cells by microscopic observation. culturing malignant tumor cells in a culture medium to the 60 to 100% confluent state; replacing, after the culturing, the culture medium with a physiological buffer salt solution; and recovering the physiological buffer salt solution after the time at which death of the malignant tumor cells in the physiological buffer salt solution is determined by observation of the morphological aspect of said cells by microscopic observation.
An irreversible mechanism comprising: an input shaft that receives input of rotational drive force; an output shaft that receives the transmission of torque from the input shaft; a ball ramp part, the ball ramp part including: a first plate including a first ball ramp facing outward in a radial direction; a second plate including a second ball ramp facing inward in radial direction, and; a ball located between the first ball ramp and the second ball ramp; wherein the ball ramp part is configured to generate a radial force when load torque is applied to the output shaft and the first plate rotates relative to the second plate, a brake lining that receives the radial force from the ball ramp part, wherein the brake lining is located radially outward of the second plate; a brake drum that the brake lining is pressed against when the brake lining receives the radial force from the ball ramp part; and a housing that accommodates the input shaft, the output shaft, the ball ramp part, the brake lining, the brake drum and an energizing means inside, the energizing means is configured to preload the brake lining in an outward direction. an input shaft that receives input of rotational drive force; an output shaft that receives the transmission of torque from the input shaft; a ball ramp part, the ball ramp part including: a first plate including a first ball ramp facing outward in a radial direction; a second plate including a second ball ramp facing inward in radial direction, and; a ball located between the first ball ramp and the second ball ramp; wherein the ball ramp part is configured to generate a radial force when load torque is applied to the output shaft and the first plate rotates relative to the second plate, a first plate including a first ball ramp facing outward in a radial direction; a second plate including a second ball ramp facing inward in radial direction, and; a ball located between the first ball ramp and the second ball ramp; wherein the ball ramp part is configured to generate a radial force when load torque is applied to the output shaft and the first plate rotates relative to the second plate, a brake lining that receives the radial force from the ball ramp part, wherein the brake lining is located radially outward of the second plate; a brake drum that the brake lining is pressed against when the brake lining receives the radial force from the ball ramp part; and a housing that accommodates the input shaft, the output shaft, the ball ramp part, the brake lining, the brake drum and an energizing means inside, the energizing means is configured to preload the brake lining in an outward direction.
A combustor, comprising: a liner through which a first fluid flows from a head end to an interior of a transition piece, a first sleeve disposed about respective portions of the liner, the transition piece and a fluid impenetrable coupling to define a first passage, the first sleeve being coupled to an outer surface of the transition piece to define a first passage, and having apertures defined therein through which a second fluid is injected into the first passage toward the head end, the second fluid adapted to flow in a predominantly axial direction toward the head end; and a second sleeve disposed about the first sleeve to define a second passage, the first and second passages joining at an axial location proximate to the head end, the second sleeve having apertures defined therein, through which a third fluid is injected toward the head end, the third fluid adapted to flow in a predominantly axial direction toward the head end, characterized in that the first sleeve comprises a first sleeve portion and a frusto-conical portion coupled to an edge of the first sleeve portion and the transition piece, the frusto-conical portion defining the apertures of the first sleeve. a liner through which a first fluid flows from a head end to an interior of a transition piece, a first sleeve disposed about respective portions of the liner, the transition piece and a fluid impenetrable coupling to define a first passage, the first sleeve being coupled to an outer surface of the transition piece to define a first passage, and having apertures defined therein through which a second fluid is injected into the first passage toward the head end, the second fluid adapted to flow in a predominantly axial direction toward the head end; and a second sleeve disposed about the first sleeve to define a second passage, the first and second passages joining at an axial location proximate to the head end, the second sleeve having apertures defined therein, through which a third fluid is injected toward the head end, the third fluid adapted to flow in a predominantly axial direction toward the head end, characterized in that the first sleeve comprises a first sleeve portion and a frusto-conical portion coupled to an edge of the first sleeve portion and the transition piece, the frusto-conical portion defining the apertures of the first sleeve.