mhurhangee/ep-ind-claims huggingface dataset:
A method for predicting thermal runaway of a battery based on a machine learning, comprising: S01: obtaining characteristic parameters related to thermal runaway data, wherein, the thermal runaway data are stored in a pre-established battery real database; S02: dividing a training set and a testing set, wherein, both the training set and the testing set come from the real battery database; S03: constructing a linear regression predictor for evolutionary operation; S04: training the linear regression predictor based on the training set; S05: predicting real parameters of the thermal runaway based on the testing set, which means inputting real data of the battery in the battery real database in S01 to the linear regression predictor, and comparing a predicted result of the linear regression predictor with the real data of the battery in the battery real database in S01. S01: obtaining characteristic parameters related to thermal runaway data, wherein, the thermal runaway data are stored in a pre-established battery real database; S02: dividing a training set and a testing set, wherein, both the training set and the testing set come from the real battery database; S03: constructing a linear regression predictor for evolutionary operation; S04: training the linear regression predictor based on the training set; S05: predicting real parameters of the thermal runaway based on the testing set, which means inputting real data of the battery in the battery real database in S01 to the linear regression predictor, and comparing a predicted result of the linear regression predictor with the real data of the battery in the battery real database in S01.
An apparatus for controlling airflow in a duct of an aircraft galley chiller, comprising: a first leg (102; 202) having opposing first and second ends; and a second leg (103; 203) having opposing first and second ends, said first (102; 202) and second legs (103; 203) being connected together at said second ends of said first (102; 202) and second legs (103; 203) to form a vane (100; 200) having a protruding joint at said second ends of said first (102; 202) and second legs (103; 203), and characterised in that at least one of said first ends of said first (102; 202) and second legs (103; 203) is configured to be attached to a wall (107, 330) of the duct such that the second leg (103; 203) extends perpendicularly to the wall (107, 330) of the duct; wherein said first end of said first leg (102; 202) has a beveled edge (104; 208), and said first end of said second leg (103; 203) has a flat edge. a first leg (102; 202) having opposing first and second ends; and a second leg (103; 203) having opposing first and second ends, said first (102; 202) and second legs (103; 203) being connected together at said second ends of said first (102; 202) and second legs (103; 203) to form a vane (100; 200) having a protruding joint at said second ends of said first (102; 202) and second legs (103; 203), and characterised in that at least one of said first ends of said first (102; 202) and second legs (103; 203) is configured to be attached to a wall (107, 330) of the duct such that the second leg (103; 203) extends perpendicularly to the wall (107, 330) of the duct;
Process for producing an extrudate for producing a tyre body component comprising the following process steps: A) producing or providing a sulfur-crosslinkable rubber mixture, wherein the sulfur-crosslinkable rubber mixture comprises at least one resin in an amount of 5 phr to 60 phr, B) heating the sulfur-crosslinkable rubber mixture produced or provided in step A) to at least 40°C using an IR emitter, C) supplying the sulfur-crosslinkable rubber mixture heated in step B) at a temperature of 35°C or more to an extrusion unit for extruding rubber mixtures and extruding the supplied rubber mixture using the extrusion unit at a temperature of 90°C to 150°C, D) transferring the rubber mixture extruded in step C) into a forming unit and subsequently forming the transferred rubber mixture to afford a formed extrudate for producing a tyre body component. A) producing or providing a sulfur-crosslinkable rubber mixture, wherein the sulfur-crosslinkable rubber mixture comprises at least one resin in an amount of 5 phr to 60 phr, B) heating the sulfur-crosslinkable rubber mixture produced or provided in step A) to at least 40°C using an IR emitter, C) supplying the sulfur-crosslinkable rubber mixture heated in step B) at a temperature of 35°C or more to an extrusion unit for extruding rubber mixtures and extruding the supplied rubber mixture using the extrusion unit at a temperature of 90°C to 150°C, D) transferring the rubber mixture extruded in step C) into a forming unit and subsequently forming the transferred rubber mixture to afford a formed extrudate for producing a tyre body component.
A tool for manufacturing a part by selectively melting a powder, comprising means for producing a beam, for example a laser beam or an electron beam, and means for moving the point of impact of the beam over a layer of powder, characterized in that it comprises an element for collecting molten powder spray produced when the powder is locally melted by the beam, that is able to collect the molten powder spray which impacts or falls on same, so that it adheres thereto after solidifying, with the collecting means being a plate having an aperture allowing the beam and the spray to pass, with the aperture having a section greater than that of the beam, with said aperture being enlarged in the upward direction, with the plate comprising internal and external peripheral edges projecting upwards, and means adapted to move said collecting element jointly with the beam, above the layer of powder.
A vehicle comprising a sprung portion, an unsprung portion and a vehicle suspension system, which vehicle suspension system comprises: a terrain sensor mounted on the unsprung part of the vehicle, which terrain sensor, in use, provides an output indicating the acceleration of the unsprung part of the vehicle caused by bumps and dips in terrain; an electronically adjustable damping assembly (30; 510; 511) mounted between the sprung portion and the unsprung portion, said electronically adjustable damping assembly comprising an electronically adjustable valve for controlling a damping rate of the electronically adjustable damping assembly; and a controller comprising a processor for directing a position of the electronically adjustable valve in response to input from the terrain sensor; wherein, in use, said processor calculates a rate of change of the acceleration indicated by said terrain sensor for forecasting and implementing adjustment of the electronically adjustable valve and wherein, if a bump is encountered followed immediately by a dip, the processor controls the electronically adjustable valve so that rebound of the unsprung portion of the vehicle occurs rapidly to provide a terrain following function for traction advantage. a terrain sensor mounted on the unsprung part of the vehicle, which terrain sensor, in use, provides an output indicating the acceleration of the unsprung part of the vehicle caused by bumps and dips in terrain; an electronically adjustable damping assembly (30; 510; 511) mounted between the sprung portion and the unsprung portion, said electronically adjustable damping assembly comprising an electronically adjustable valve for controlling a damping rate of the electronically adjustable damping assembly; and a controller comprising a processor for directing a position of the electronically adjustable valve in response to input from the terrain sensor; wherein, in use, said processor calculates a rate of change of the acceleration indicated by said terrain sensor for forecasting and implementing adjustment of the electronically adjustable valve and wherein, if a bump is encountered followed immediately by a dip, the processor controls the electronically adjustable valve so that rebound of the unsprung portion of the vehicle occurs rapidly to provide a terrain following function for traction advantage.
Cranial fixation device comprising a cranial clamp with a first and a second clamp element (3, 4) and with a rod, wherein the first clamp element is fixedly connected to the rod, and wherein the rod extends from the first clamp element and terminates in an end portion, and wherein the second clamp element is arranged displaceably on the rod, and also comprising a manually operable applicator with a holding part, a pushing part and a connecting part, wherein the holding part and the pushing part are connected to each other via the connecting part, wherein the end portion of the rod is secured on the holding part, and wherein the pushing part is arranged in the direction of extension of the rod between the holding part and the second clamp element, and wherein the connecting part extends in the direction of extension of the rod and is spaced apart from the rod in such a way that a displacement of the connecting part towards the rod increases the distance between holding part and pushing part, in order thereby to displace the second clamp element, by way of the pushing part acting thereon, in the direction of the first clamp element, wherein the rod has a cross section with an at least partly polygonal shape, wherein the second clamp element has a recess through which the rod extends, wherein the second clamp element comprises a guide part which borders the recess on one side in order to form a guide surface, wherein the second clamp element has a latching part which is directed towards the recess and is arranged opposite the guide surface, and wherein the rod has a structured surface on its side facing towards the latching part and has a first guiding side on its side facing towards the guide surface, such that, on the one hand, the rod bears on the guide surface via the first guiding side and, on the other hand, the latching part is operatively connected to the surface of the rod, wherein the structured surface has a plurality of teeth arranged successively in the direction of extension of the rod, characterized in that the rod has two structured surfaces with teeth, the two structured surfaces being arranged offset at 90 degrees in relation to each other, in that the rod, between the two structured surfaces, has a second guiding side extending in the direction of extension of the rod, and in that the second clamp element has a guide lug, which is arranged in such a way that it is oriented towards the second guiding side.
A wind power collection and electricity generation system comprising: wind power generation units including a plurality of central wind power units vertically installed along a center line of a roadway, on which vehicles run in two opposite lanes, and a plurality of first ceiling wind power units extending horizontally to at least a first side from upper ends of the central wind power units, wherein the central wind power units and the first ceiling wind power units generate electricity using torque of blades that are rotated perpendicular to a flow direction of wind generated by vehicles, whereby the central wind power units and the first ceiling wind power units are connected by an assembly of bevel gears(50A, 50B). wind power generation units including a plurality of central wind power units vertically installed along a center line of a roadway, on which vehicles run in two opposite lanes, and a plurality of first ceiling wind power units extending horizontally to at least a first side from upper ends of the central wind power units, wherein the central wind power units and the first ceiling wind power units generate electricity using torque of blades that are rotated perpendicular to a flow direction of wind generated by vehicles, whereby the central wind power units and the first ceiling wind power units are connected by an assembly of bevel gears(50A, 50B).
A slave cylinder for a coupling actuation device of a motor vehicle, having a housing and a piston which is movably received in the housing and delimits a fluidic pressure chamber with the housing, wherein the piston has a main body, which is slidingly guided along a sleeve area of the housing, and a seal, which is attached to the main body and seals the pressure chamber from the surroundings, wherein the main body has a gap area spaced apart from the sleeve area axially between a sliding area supported on the sleeve area and a holding area receiving the seal, and wherein the gap area directly adjoins the holding area, such that the main body is axially spaced continuously from the sleeve area between a sealing point of the seal resting against the sleeve area and the sliding area, characterised in that the length of the gap area is a maximum of half the total length of the main body.
A test apparatus comprising: generating means (108, 105) for generating a test sound signal for supply to a multi-channel audio system for emitting a test sound on the basis thereof; sampling means (107, 104) for sampling, over a predetermined sampling period at a predetermined timing, an audio signal obtained by capturing the test sound emitted by the multi-channel audio system; and test means (107, 104) for executing a predetermined frequency analysis on the audio signal sampled by the sampling means (107, 104) to derive analysis results, and for obtaining test results in respect of a predetermined test item from the analysis results, characterized in that: the sampling period has a predetermined sample count equal to a power of 2; and the test sound signal comprises sound elements that consist of a plurality of frequency components each of which is a sinusoidal wave, an integer multiple of periods of each frequency component matching the predetermined sample count. wherein the generating means (108, 105) is arranged to generate the test sound signal comprising sound elements, each sound element being generated in respect of a channel of the multi-channel audio system, consisting of a first frequency component, and at least one further frequency component, each further frequency component having a frequency higher than the first frequency component by a predetermined integer number of octaves. generating means (108, 105) for generating a test sound signal for supply to a multi-channel audio system for emitting a test sound on the basis thereof; sampling means (107, 104) for sampling, over a predetermined sampling period at a predetermined timing, an audio signal obtained by capturing the test sound emitted by the multi-channel audio system; and test means (107, 104) for executing a predetermined frequency analysis on the audio signal sampled by the sampling means (107, 104) to derive analysis results, and for obtaining test results in respect of a predetermined test item from the analysis results, the sampling period has a predetermined sample count equal to a power of 2; and the test sound signal comprises sound elements that consist of a plurality of frequency components each of which is a sinusoidal wave, an integer multiple of periods of each frequency component matching the predetermined sample count. wherein the generating means (108, 105) is arranged to generate the test sound signal comprising sound elements, each sound element being generated in respect of a channel of the multi-channel audio system, consisting of a first frequency component, and at least one further frequency component, each further frequency component having a frequency higher than the first frequency component by a predetermined integer number of octaves.
An apparatus comprising: a valve body defining a fluid flow passageway; a bonnet; a diaphragm having a corrugated profile and positioned between the valve body and the bonnet; characterized in that the apparatus further comprises: a washer to engage an outer circumferential portion of the diaphragm to clamp the diaphragm between the valve body and the bonnet, the washer positioned between the valve body and the bonnet and comprising an elastomeric ring having a corrugated profile that corresponds to and engages a portion of the diaphragm having the corrugated profile. a valve body defining a fluid flow passageway; a bonnet; a diaphragm having a corrugated profile and positioned between the valve body and the bonnet; characterized in that the apparatus further comprises: a washer to engage an outer circumferential portion of the diaphragm to clamp the diaphragm between the valve body and the bonnet, the washer positioned between the valve body and the bonnet and comprising an elastomeric ring having a corrugated profile that corresponds to and engages a portion of the diaphragm having the corrugated profile.
A method for providing sedation service in a telecommunications network, the method comprising: at a session initiation protocol, SIP, sedation node (106, 206) separate from a SIP user agent (104, 204) and a SIP server (102, 202): receiving a first message sent from the SIP user agent that was intended for the SIP server but, due to failure of the SIP server or failure of a communication link to the SIP server, was redirected to the SIP sedation node; determining whether the SIP server (102, 202) is unavailable; and responsive to a determination that the SIP server (102, 202) is unavailable to respond to the first message, sending, to the SIP user agent (104, 204), a SIP sedation message for reducing the number or frequency of messages sent by the SIP user agent (104, 204) to the SIP server (106,206). at a session initiation protocol, SIP, sedation node (106, 206) separate from a SIP user agent (104, 204) and a SIP server (102, 202): receiving a first message sent from the SIP user agent that was intended for the SIP server but, due to failure of the SIP server or failure of a communication link to the SIP server, was redirected to the SIP sedation node; determining whether the SIP server (102, 202) is unavailable; and responsive to a determination that the SIP server (102, 202) is unavailable to respond to the first message, sending, to the SIP user agent (104, 204), a SIP sedation message for reducing the number or frequency of messages sent by the SIP user agent (104, 204) to the SIP server (106,206). receiving a first message sent from the SIP user agent that was intended for the SIP server but, due to failure of the SIP server or failure of a communication link to the SIP server, was redirected to the SIP sedation node; determining whether the SIP server (102, 202) is unavailable; and responsive to a determination that the SIP server (102, 202) is unavailable to respond to the first message, sending, to the SIP user agent (104, 204), a SIP sedation message for reducing the number or frequency of messages sent by the SIP user agent (104, 204) to the SIP server (106,206).
An anti-Ror2 antibody or antibody fragment that specifically binds to Ror2 protein with a ratio of binding affinity to the Ror2 protein at a value of a pH in a tumor microenvironment in comparison with a different value of pH that occurs in a non-tumor microenvironment of at least 1.5:1, wherein the pH in the tumor microenvironment ranges from pH 5.8 to 6.8, and the pH in the non- tumor microenvironment ranges from pH 7.0 to 7.6; and a) the heavy chain variable region comprises an amino acid sequence selected from SEQ ID NOs: 18-22 and the light chain variable region comprises an amino acid sequence selected from SEQ ID NOs: 13-16; or b) the heavy chain variable region comprises an amino acid sequence selected from SEQ ID NOs: 23-26, and the light chain variable region comprises an amino acid sequence selected from SEQ ID NOs:17 and 27. a) the heavy chain variable region comprises an amino acid sequence selected from SEQ ID NOs: 18-22 and the light chain variable region comprises an amino acid sequence selected from SEQ ID NOs: 13-16; or b) the heavy chain variable region comprises an amino acid sequence selected from SEQ ID NOs: 23-26, and the light chain variable region comprises an amino acid sequence selected from SEQ ID NOs:17 and 27.
A method for producing a high temperature coating over a ceramic component, the method comprising: at least partially filling a reactor vessel with a reaction solution containing a solution-borne rare earth cation source; submerging a silicon-containing surface region of a ceramic component in the reaction solution; and carrying-out a solvothermal growth process during which the reaction solution is subject to elevated temperature and pressure conditions within the reactor vessel in the presence of a silicate anion source, which reacts with the solution-borne rare earth cation source to grow at least one rare earth silicate layer over the silicon-containing surface region of the ceramic component. at least partially filling a reactor vessel with a reaction solution containing a solution-borne rare earth cation source; submerging a silicon-containing surface region of a ceramic component in the reaction solution; and carrying-out a solvothermal growth process during which the reaction solution is subject to elevated temperature and pressure conditions within the reactor vessel in the presence of a silicate anion source, which reacts with the solution-borne rare earth cation source to grow at least one rare earth silicate layer over the silicon-containing surface region of the ceramic component.
Method for transmitting a data stream between a mobile data carrier and a playback device for the transmitted data, wherein authentication data for setting up a second transmission channel from the data carrier to the playback device is transmitted via a first transmission channel which is set up between the data carrier and the playback device by means of an electromagnetic field emitted by the playback device via electromagnetic induction in the mobile data carrier, and following verification of the authentication data, the second transmission channel is set up between the data carrier and the playback device, via which channel the data stream is transmitted from the data carrier to the playback device by means of a radio signal from a transmitting antenna of the data carrier, characterized in that the power supply to the transmitting antenna of the second transmission channel is provided via the first transmission channel, and the second transmission channel is maintained only as long as the first transmission channel, whose maintenance depends on the spatial distance between the data carrier and the playback device, is maintained.