mhurhangee/ep-ind-claims huggingface dataset:
A gas spring-powered fastener driver comprising: a first cylinder defining a first chamber; a movable piston positioned within the first chamber; a driver blade attached to the piston and movable therewith between a ready position and a driven position; a second cylinder surrounding the first cylinder; a second chamber defined between the first cylinder and the second cylinder and containing pressurized gas, the second chamber being in fluid communication with the first chamber via a flow passage; a throttle mechanism configured to throttle flow of the pressurized gas through the flow passage, the throttle mechanism including a baffle configured to selectively adjust an area of the flow passage. wherein the first cylinder defines an open end that communicates with the second chamber, and the flow passage is defined between the open end of the first cylinder and an end portion of the second cylinder; characterized in that the baffle is configured as a sliding sleeve supported about the first cylinder adjacent the open end. a first cylinder defining a first chamber; a movable piston positioned within the first chamber; a driver blade attached to the piston and movable therewith between a ready position and a driven position; a second cylinder surrounding the first cylinder; a second chamber defined between the first cylinder and the second cylinder and containing pressurized gas, the second chamber being in fluid communication with the first chamber via a flow passage; a throttle mechanism configured to throttle flow of the pressurized gas through the flow passage, the throttle mechanism including a baffle configured to selectively adjust an area of the flow passage. wherein the first cylinder defines an open end that communicates with the second chamber, and the flow passage is defined between the open end of the first cylinder and an end portion of the second cylinder; characterized in that the baffle is configured as a sliding sleeve supported about the first cylinder adjacent the open end.
A computer-implemented method for processing inference queries with respect to a decision tree-based model (500 700), the method comprising: applying a random data set to a decision tree of the decision tree-based model, the random data set matching distribution characteristics of the data set originally used to train the decision tree, and obtaining corresponding regression outputs from applying the random data set; training a neural network model (400, 502) to learn one or more decision boundaries of the decision tree, using the random data set and the regression outputs, wherein, following the training, outputs from the trained neural network model substantially match outputs expected to be obtained from applying the data set to the decision tree; substituting the trained neural network model for the decision tree-based model; and performing homomorphic inferencing on the trained neural network with respect to the decision tree to provide a decision tree based inference, wherein the homomorphic inferencing includes: encrypting the neural network model (400, 502) with a public key of a client; hosting the encrypted neural network model in a cloud computing environment; receiving from the client an encrypted inference query; applying the encrypted neural network model to the encrypted inference query without decrypting the query; and returning to the client an encrypted result. applying a random data set to a decision tree of the decision tree-based model, the random data set matching distribution characteristics of the data set originally used to train the decision tree, and obtaining corresponding regression outputs from applying the random data set; training a neural network model (400, 502) to learn one or more decision boundaries of the decision tree, using the random data set and the regression outputs, wherein, following the training, outputs from the trained neural network model substantially match outputs expected to be obtained from applying the data set to the decision tree; substituting the trained neural network model for the decision tree-based model; and performing homomorphic inferencing on the trained neural network with respect to the decision tree to provide a decision tree based inference, wherein the homomorphic inferencing includes: encrypting the neural network model (400, 502) with a public key of a client; hosting the encrypted neural network model in a cloud computing environment; receiving from the client an encrypted inference query; applying the encrypted neural network model to the encrypted inference query without decrypting the query; and returning to the client an encrypted result. encrypting the neural network model (400, 502) with a public key of a client; hosting the encrypted neural network model in a cloud computing environment; receiving from the client an encrypted inference query; applying the encrypted neural network model to the encrypted inference query without decrypting the query; and returning to the client an encrypted result.
A video signal processing apparatus, comprising: a first processing circuit section that includes a tone controller that imparts tone curve characteristics for tone adjustment to an input video signal having linear characteristics; and a second processing circuit section that includes a first curve characteristics imparting section that imparts, to the video signal processed by the first processing circuit section, first curve characteristics for output, and generates a first output video signal; wherein the second processing circuit section further includes a second curve characteristics imparting section that imparts, to the video signal processed by the first processing circuit section, second curve characteristics for output, and generates a second output video signal; wherein the first curve characteristics for output are one of curve characteristics for optical-electro transfer function (OETF) conversion and curve characteristics for display gamma processing, and the second curve characteristics for output are the other curve characteristics. a first processing circuit section that includes a tone controller that imparts tone curve characteristics for tone adjustment to an input video signal having linear characteristics; and a second processing circuit section that includes a first curve characteristics imparting section that imparts, to the video signal processed by the first processing circuit section, first curve characteristics for output, and generates a first output video signal; wherein the second processing circuit section further includes a second curve characteristics imparting section that imparts, to the video signal processed by the first processing circuit section, second curve characteristics for output, and generates a second output video signal; wherein the first curve characteristics for output are one of curve characteristics for optical-electro transfer function (OETF) conversion and curve characteristics for display gamma processing, and the second curve characteristics for output are the other curve characteristics.
Connecting part including a seal, wherein the connecting part comprises a connecting means and pressure-element connector, wherein the connecting part and the seal are configured materially non-uniform, wherein the seal has at least one radially-inwardly extending projection, wherein the seal has an outer radial-seal surface, and wherein the at least one projection comprises at least one axial-seal surface, wherein the seal is disposed between connecting means and pressure-element connector.
An indoor unit for an air conditioner, comprising a heat exchanger, a blower fan, and a filter for filtering foreign objects contained in air introduced by the blower fan, characterized in that the indoor unit further comprises: a casing having a front frame having a front surface on which the filter seats and a main chassis for receiving the blower fan and the heat exchanger; a front panel pivotally coupled to the front frame; one or more coupling ribs provided on a side of the front panel to function as a pivot shaft of the front panel; and a supporting link for maintaining an opened state of the front panel from the front frame, characterized in that the supporting link has a first end hingedly coupled to the front panel and a second end slidably coupled to the front frame; and a link seating portion configured to be concaved rearward to receive the supporting link selectively, wherein the second end of the supporting link is configured to slide on the link seating portion. a casing having a front frame having a front surface on which the filter seats and a main chassis for receiving the blower fan and the heat exchanger; a front panel pivotally coupled to the front frame; one or more coupling ribs provided on a side of the front panel to function as a pivot shaft of the front panel; and a supporting link for maintaining an opened state of the front panel from the front frame, characterized in that the supporting link has a first end hingedly coupled to the front panel and a second end slidably coupled to the front frame; and a link seating portion configured to be concaved rearward to receive the supporting link selectively, wherein the second end of the supporting link is configured to slide on the link seating portion.
A cover assembly (70; 72) for covering and electrically isolating an electrically conductive fastener (64; 64a, 64b) suitable for joining power conductors, the cover assembly comprising: a plate element (80; 100) manufactured from metal and having at least one plate opening (82; 102a; 102b), the at least one plate opening (82; 102a, 102b) being configured to allow the passage of a part of the fastener; and an electrically insulating cap element (90; 110) having an inner cap edge (92; 112) followed by an interior recess, characterized in that said plate element has an outer beveled edge (84, 104a, 104b), and in that the cap element (90; 110) and the plate element (80; 100) are configured to be held together upon the inner cap edge (92; 112) of the cap element (90; 110) snapping over the outer beveled edge (84; 104a, 104b) of the plate element (80; 100) by the outer beveled edge (84; 104a, 104b) of the plate element (80; 100) fitting into the interior recess of the cap element (90; 110) and the inner cap edge (92; 112) of the cap element (90; 110) fitting below the outer beveled edge (84; 104a, 104b) of the plate element (80; 100) such that the cap element (90; 110) may be removed from the plate element (80; 100) by prying the cap element (90; 100) upwards, away from the plate element (80; 100). a plate element (80; 100) manufactured from metal and having at least one plate opening (82; 102a; 102b), the at least one plate opening (82; 102a, 102b) being configured to allow the passage of a part of the fastener; and an electrically insulating cap element (90; 110) having an inner cap edge (92; 112) followed by an interior recess, characterized in that said plate element has an outer beveled edge (84, 104a, 104b), and in that the cap element (90; 110) and the plate element (80; 100) are configured to be held together upon the inner cap edge (92; 112) of the cap element (90; 110) snapping over the outer beveled edge (84; 104a, 104b) of the plate element (80; 100) by the outer beveled edge (84; 104a, 104b) of the plate element (80; 100) fitting into the interior recess of the cap element (90; 110) and the inner cap edge (92; 112) of the cap element (90; 110) fitting below the outer beveled edge (84; 104a, 104b) of the plate element (80; 100) such that the cap element (90; 110) may be removed from the plate element (80; 100) by prying the cap element (90; 100) upwards, away from the plate element (80; 100).
Method for configuring a data transmission via a transmission channel of a wireless communication system with local overload control, wherein the local overload control comprises a relaxed state (Rel), a restricted state (Res), and five activated states (A1, A2, A3, A4, A5), and wherein the classification of all states is based on a channel load in the transmission channel, characterized in that four overload control profiles (DPO, DP1, DP2, DP3) are provided for prioritizing in the data transmission or accessing the overload channel, wherein a specific data transmission interval (T OFF) for each state is associated with each overload control profile (DP0, DP1, DP2, DP3); wherein the specific data transmission interval indicates the pause between two transmissions or between two accesses to the transmission channel; and wherein the same minimum specific data transmission interval (T OFF) is associated with a first overload control profile for each state.
A pressure regulated valve, in particular a pressure independent control valve, comprising a valve body with at least one inlet, at least one outlet, at least one flow channel coupling the at least one inlet to the at least one outlet, at least one chamber in fluid communication with the at least one inlet, such that the pressure regulated valve is configured to apply substantially the same pressure at the at least one inlet and inside the at least one chamber, at least one displaceable element, preferably comprising at least one piston, separating the at least one chamber from the at least one flow channel, the at least one displaceable element comprising a flexible diaphragm that connects to the valve body, the at least one displaceable element being displaceable to increase the volume of the at least one chamber and to narrow the at least one flow channel, such that the displaceable element lowers the throughput of fluid through the at least one flow channel, the pressure regulated valve further providing at least one biasing member, in particular at least one helical spring, configured to urge the at least one displaceable element such that it urges the volume of the at least one chamber to decrease and the volume of the flow channel to increase, for increasing the throughput of fluid through the at least one flow channel characterized in that the at least one biasing member surrounds a guide element and in that the guide element connects to a telescopic stem and the telescopic stem connects to the valve body through an adjusting bolt.
An ORC apparatus for generation of energy by super-critical organic Rankine cycle, comprising: - a single heat exchanger to exchange heat between a heat source and an organic working fluid, so as to heat and evaporate and super-heat said working fluid; - at least one turbine fed with the vaporised working fluid coming out of the heat exchanger, to make a conversion of the thermal energy present in the working fluid into mechanical energy according to a Rankine cycle; - at least one condenser where the working fluid coming out of said at least one turbine is condensed and sent to at least one pump; the working fluid being then fed to said heat exchanger; characterised in that the heat exchanger is of the hairpin type and comprises a bundle of inner tubes surrounded by an outer shell; wherein both the bundle of inner tubes and the outer shell extend along at least two rectilinear stretches (70b, 80b) mutually connected by at least one curvilinear stretch (70a, 80a); wherein circulation of the organic working fluid occurs in the bundle of inner tubes and a hot fluid is caused to flow between the bundle of inner tubes and the shell; wherein the hairpin heat exchanger is of countercurrent type. - a single heat exchanger to exchange heat between a heat source and an organic working fluid, so as to heat and evaporate and super-heat said working fluid; - at least one turbine fed with the vaporised working fluid coming out of the heat exchanger, to make a conversion of the thermal energy present in the working fluid into mechanical energy according to a Rankine cycle; - at least one condenser where the working fluid coming out of said at least one turbine is condensed and sent to at least one pump; the working fluid being then fed to said heat exchanger;
An apparatus for spatially defined observing and influencing the use of communications terminal devices (14, 15) of a communications network in an area to be monitored, including: - means (16, 17, 19, 23), covering the area to be monitored, for identification of the communications terminal devices (14, 15) operated in the area or of their users via the communications system, - wherein the identification means (16, 17, 19, 23) include at least one virtual base station, which is embodied in such a way that communications terminal devices (14, 15), operated in the area to be monitored, are made to register with the virtual base station, and wherein the virtual base station is embodied such that communications terminal devices (14, 15) operated in the area to be monitored are made to register with the virtual base station, in that signals of the virtual base station from the communications terminal devices (14, 15) operated in the area to be monitored are received at a higher power than external signals from external base stations of mobile radio providers, or in that the virtual base station pretends to belong to a different location area, so that the terminal devices (14, 15) operated in the area to be monitored execute a location update, a processing unit, in communication with the identification means (16, 17, 19, 23), which is embodied for comparing information about the identified communications terminal devices (14, 15) or their users with data sets, stored in a list containing information regarding communications terminal devices or users, and for influencing one or more of the identified terminal devices (14, 15), or not, as a function of the outcome of the comparison; wherein the apparatus has sensors for detecting a power of external signals that have been emitted by antennas of external base stations of the communications network of the mobile radio provider that are located outside the area to be monitored; and wherein the processing unit is embodied for adjusting a transmission power, during the observation and influencing of the use of communications terminal devices located in the area to be monitored, of the at least one virtual base station as a function of the detected power of the external signals. - means (16, 17, 19, 23), covering the area to be monitored, for identification of the communications terminal devices (14, 15) operated in the area or of their users via the communications system, - wherein the identification means (16, 17, 19, 23) include at least one virtual base station, which is embodied in such a way that communications terminal devices (14, 15), operated in the area to be monitored, are made to register with the virtual base station, and
A machine tool capable of machining a workpiece, the machine tool comprising: a first discharge unit that discharges a coolant removing a chip of the workpiece; a portion inside the machine tool and to which the coolant should not be discharged; a first drive unit that changes a relative position between the first discharge unit and the portion by moving at least one of the first discharge unit and the portion; and a control unit that controls the machine tool, wherein the control unit performs processing for recognizing a position in the machine tool of a moving object by the first drive unit between the first discharge unit and the portion, and processing for controlling the discharge of the coolant by the first discharge unit such that the coolant is not discharged to the portion based on the position recognized in the recognition processing. a first discharge unit that discharges a coolant removing a chip of the workpiece; a portion inside the machine tool and to which the coolant should not be discharged; a first drive unit that changes a relative position between the first discharge unit and the portion by moving at least one of the first discharge unit and the portion; and a control unit that controls the machine tool, wherein the control unit performs processing for recognizing a position in the machine tool of a moving object by the first drive unit between the first discharge unit and the portion, and processing for controlling the discharge of the coolant by the first discharge unit such that the coolant is not discharged to the portion based on the position recognized in the recognition processing.
Device for verifying an identity of a person, wherein at least personal data is assigned to the person, the device comprising: a detection device, which is configured to detect various personal data of the person, which are relevant for different services, and to generate a data set, wherein the data set comprises a selected combination of the various personal data for a service to be provided; a processor, which is configured to determine a hash value of the data set using a hash function; and a communication interface, which is configured to send the hash value of the data set to a server via a communication network, and to receive a verification indicator from the server via the communication network in order to verify the identity of the person and to provide the service, where an identification document is assigned to the person, wherein the various personal data are stored electronically in the identification document, and wherein the detection device comprises a reading device for reading the various personal data from the identification document, or wherein an identification document is assigned to the person, wherein the various personal data are printed on the identification document, and wherein the detection device comprises an image camera for optically detecting the various personal data on the identification document. a detection device, which is configured to detect various personal data of the person, which are relevant for different services, and to generate a data set, wherein the data set comprises a selected combination of the various personal data for a service to be provided; a processor, which is configured to determine a hash value of the data set using a hash function; and a communication interface, which is configured to send the hash value of the data set to a server via a communication network, and to receive a verification indicator from the server via the communication network in order to verify the identity of the person and to provide the service, where an identification document is assigned to the person, wherein the various personal data are stored electronically in the identification document, and wherein the detection device comprises a reading device for reading the various personal data from the identification document, or wherein an identification document is assigned to the person, wherein the various personal data are printed on the identification document, and wherein the detection device comprises an image camera for optically detecting the various personal data on the identification document.
A composition comprising a base, a foaming agent and inorganic particulate material, wherein the inorganic particulate material is expanded milled perlite, having a d 50 of from 3 μm to 70 μm, and wherein the composition is a personal care composition and the base is a cosmetically acceptable base, wherein the personal care composition is a hair and/or skin cleansing composition, or a shaving foam or gel.