mhurhangee/ep-ind-claims huggingface dataset:
A method of detecting potential malicious attacks in vehicles operational environment using staged machine learning, comprising: training at least one unsupervised machine learning model to detect anomalies known for at least one vehicle using a plurality of unlabeled training feature vectors indicative of operation of the at least one vehicle; training at least one supervised machine learning model applied to detect anomaly events known for the at least one vehicle using a plurality of labeled training feature vectors indicative of failure patterns identified for the at least one vehicle; detecting, in real-time, at least one potential cyberattack event in an operational environment of at least one vehicle, by creating a plurality of features vectors each comprising a plurality of features extracted from vehicle operational data generated by a plurality of devices deployed in the at least one vehicle, the vehicle operational data is indicative of operation of the at least one vehicle; detecting a plurality of anomaly feature vectors using the at least one unsupervised machine learning model applied to the plurality of feature vectors; identifying at least one potential cyberattack event using the at least one supervised machine learning model applied to the plurality of anomaly feature vectors; and generating an alert indicative of the at least one potential cyberattack event. training at least one unsupervised machine learning model to detect anomalies known for at least one vehicle using a plurality of unlabeled training feature vectors indicative of operation of the at least one vehicle; training at least one supervised machine learning model applied to detect anomaly events known for the at least one vehicle using a plurality of labeled training feature vectors indicative of failure patterns identified for the at least one vehicle; detecting, in real-time, at least one potential cyberattack event in an operational environment of at least one vehicle, by creating a plurality of features vectors each comprising a plurality of features extracted from vehicle operational data generated by a plurality of devices deployed in the at least one vehicle, the vehicle operational data is indicative of operation of the at least one vehicle; detecting a plurality of anomaly feature vectors using the at least one unsupervised machine learning model applied to the plurality of feature vectors; identifying at least one potential cyberattack event using the at least one supervised machine learning model applied to the plurality of anomaly feature vectors; and generating an alert indicative of the at least one potential cyberattack event.
A radiation sensing apparatus, comprising: at least one row of micro mirrors arranged along a first direction in a first plane, each respective micro mirror in the row of micro mirrors having a radiation absorbing surface and a light reflecting area positioned at an opposite side of the radiation absorbing surface, wherein the respective micro mirror is configured to rotate along a second direction in the first plane in response to radiation (r) absorbed in the radiation absorbing surface; a light directing device configured to direct a respective light ray (v) from a light source to the light reflecting area of the respective micro mirror, wherein: a first ray directed to a first micro mirror in the row of micro mirrors generates a first reflected ray; and a second ray directed to the second micro mirror in the row of micro mirrors generates a second reflected ray; an imaging surface facing the light reflecting area of the respective micro mirror; wherein light reflecting areas of different micro mirrors of the row have different optical characteristics, to produce lights of different optical characteristics reflected from the different micro mirrors in the row; an image sensor (31, 90) to capture an image of the lights reflected from the row of micro mirrors and formed on the imaging surface; and a signal processing unit to correlate, based on the different optical characteristics, light spots captured in the image with respective micro mirrors in the row. at least one row of micro mirrors arranged along a first direction in a first plane, each respective micro mirror in the row of micro mirrors having a radiation absorbing surface and a light reflecting area positioned at an opposite side of the radiation absorbing surface, wherein the respective micro mirror is configured to rotate along a second direction in the first plane in response to radiation (r) absorbed in the radiation absorbing surface; a light directing device configured to direct a respective light ray (v) from a light source to the light reflecting area of the respective micro mirror, wherein: a first ray directed to a first micro mirror in the row of micro mirrors generates a first reflected ray; and a second ray directed to the second micro mirror in the row of micro mirrors generates a second reflected ray; a first ray directed to a first micro mirror in the row of micro mirrors generates a first reflected ray; and a second ray directed to the second micro mirror in the row of micro mirrors generates a second reflected ray; an imaging surface facing the light reflecting area of the respective micro mirror; wherein light reflecting areas of different micro mirrors of the row have different optical characteristics, to produce lights of different optical characteristics reflected from the different micro mirrors in the row; an image sensor (31, 90) to capture an image of the lights reflected from the row of micro mirrors and formed on the imaging surface; and a signal processing unit to correlate, based on the different optical characteristics, light spots captured in the image with respective micro mirrors in the row.
A process for azotobacterial fertilization of agronomic field crops without inoculation of cellulosic crop residues spread on the ground after the harvest of the preceding crop, comprising the express contact of chemotactic agents and the aforesaid crop residues on the ground before burial and characterized in that said chemotactic agents allowing a movement of azotobacteria from the soil to the residue are selected from one of any of the following categories; • non-metabolizable analogues of ose and osides • preparations composed of humic and/or fulvic acids • aromatic compounds of the arena class and in that the aforesaid chemotaxic agents are applied to and brought into contact with the aforesaid crop residues before their burial by liquid or solid spraying, or by vectorization, and this in reduced quantities, namely; • 0.5 to 10 kg per hectare for non-metabolizable analogues of bone and ossides, and advantageously 1 kg per hectare • from 0.5 to 5 kg per hectare for preparations composed of humic and/or fulvic acids (HFAs), and advantageously from 1 kg per hectare • from 0.1 to 2.5 kg per hectare for aromatic compounds of the arena class, and advantageously from 1 kg per hectare. • non-metabolizable analogues of ose and osides • preparations composed of humic and/or fulvic acids • aromatic compounds of the arena class and in that the aforesaid chemotaxic agents are applied to and brought into contact with the aforesaid crop residues before their burial by liquid or solid spraying, or by vectorization, and this in reduced quantities, namely; • 0.5 to 10 kg per hectare for non-metabolizable analogues of bone and ossides, and advantageously 1 kg per hectare • from 0.5 to 5 kg per hectare for preparations composed of humic and/or fulvic acids (HFAs), and advantageously from 1 kg per hectare • from 0.1 to 2.5 kg per hectare for aromatic compounds of the arena class, and advantageously from 1 kg per hectare.
Refrigerator, in particular domestic refrigerator comprising a door having a door tray and a door interior, on which the door tray is guided in a height-adjustable manner, and having a latching apparatus by means of which the door tray can be stopped at a height, wherein a guide rail (14, 16) is provided on the door interior, said guide rail comprising at least one groove, into which at least one guiding block (5, 6) connected to the door tray engages and which comprises at least one first groove section for the height-adjustable guidance of the door tray, and at least one second groove section forming the latching apparatus, in which the guiding block (5, 6) connected to the door tray engages in order to stop the door tray at a predetermined height, wherein the door tray comprises a first guiding block on opposite sides in each case, said first guiding block engaging in the first groove section for the height-adjustable guidance of the door tray and comprising a second guiding block in each case which engages in the second groove section in order to stop the door tray at a predetermined height, characterised in that the second groove section has a plurality of branch pockets, which follow such a curve, by means of which when releasing the door tray from the hand of a user of the refrigerator, the door tray pivots itself into such a position on account of the force of gravity, in which position the second guiding block is caught in a branch pocket of the guide, as a result of which the door tray is automatically stopped at a height.
Bracket for connecting a façade to a wall of a building, with a metal wall part for mounting on the wall of the building, a metal façade part for connecting to the façade, and a bridge part, which connects the façade part to the wall part, in which the bridge part has a plastic material and forms a heat barrier between the wall part and the façade part, characterised in that the bridge part is an injection-moulded part made of fibre-reinforced plastic, and the wall part and the façade part are moulded by the bridge part at least in sections.
Closure arrangement having at least one, in particular reversible, closure between at least two components (1, 2) to be connected, wherein, by means of the at least one closure, the components (1, 2) are connectable to one another in at least one closure direction (V.1, V.2) by way of form inhibition and/or form fitting, characterized in that the closure is secured by means of at least one locking mechanism, which is additionally provided between the components (1, 2) and blocks opening of the closure.
A pharmaceutical composition comprising: a phospholipid or sphingomyelin; a first and a second organic solvent; and an aptamer or a pharmaceutically acceptable salt thereof, wherein the phospholipid or sphingomyelin and the first and second organic solvents are present in amounts sufficient to form a gel, wherein the composition is in the form of a gel, and wherein the first and second organic solvent each contains less than 2% by weight of water. a phospholipid or sphingomyelin; a first and a second organic solvent; and an aptamer or a pharmaceutically acceptable salt thereof, wherein the phospholipid or sphingomyelin and the first and second organic solvents are present in amounts sufficient to form a gel, wherein the composition is in the form of a gel, and wherein the first and second organic solvent each contains less than 2% by weight of water.
Process for monitoring the fill mass when filling a capsule with a powdered medicament in which, after at least part of the capsule has been filled with a given fill mass of a given closed contour from the powdered medicament, in a recording step at least the fill mass contained in the capsule part after filling is recorded as an image, particularly a digital image, and in a subsequent evaluation step an assessment of the filling with respect to the fill mass is carried out using the image recorded in the recording step, characterised in that in the evaluation step, in the image recorded previously, the contour of the powdered fill mass contained in the capsule part is determined and the outline of the fill mass is analysed in the process, and the determined contour line is compared with a given closed contour, an inhomogeneity of the powdered fill mass leading to the break-up of ingredients of the fill mass in the form of fragments such that a significantly altered contour line is formed, which fragments can be easily and reliably detected, and a defectively filled capsule differing from a correctly filled capsule and a defectively filled capsule being rejected.
A method used in a User Equipment, UE, for performing a random access to a second base station, the UE having been in communications with a first base station, characterized by: obtaining from the first base station a subframe configuration for the UE, which indicates a first set of subframes assigned to communications between the UE and the first base station and a second set of subframes assigned to communications between the UE and the second base station; and performing the random access to the second base station based on the subframe configuration. obtaining from the first base station a subframe configuration for the UE, which indicates a first set of subframes assigned to communications between the UE and the first base station and a second set of subframes assigned to communications between the UE and the second base station; and performing the random access to the second base station based on the subframe configuration.
A device for collecting ferrous materials, which comprises a central body fixed to an electromagnetic plate, wherein a plurality of radial blades actuated by several hydraulic cylinders arranged between each radial blade and the central body pivots on the edge of the electromagnetic plate and wherein the central body is fixed to a rotary mechanism capable of rotating the device about the vertical axis of the hook of lifting equipment, characterised in that the central body comprises a plurality of pairs of radial flanges (1.1) between which are arranged the hydraulic cylinders, wherein upper ends (1.11) of the pairs of radial flanges (1.1) are fixed to an upper cylindrical ring (1.2) for coupling to the rotary mechanism, and lower ends (1.12) of the pairs of radial flanges (1.1) are fixed to the upper face of the electromagnetic plate, the rotary mechanism being arranged in the interior of the central body.
A method of forming a via (310, 410, 510) in a glass substrate, the method comprising: laser drilling the via (310, 410, 510) through at least a portion of a thickness of the glass substrate, wherein the via (310, 410, 510) is laser drilled through the glass substrate from an incident surface of the glass substrate; etching the glass substrate for an etching duration, thereby increasing a diameter of an incident opening (311, 411, 511) of the via (310, 410, 510); and applying ultrasonic energy to the glass substrate during at least a portion of the etching duration, wherein the ultrasonic energy has a frequency between 40 kHz and 192 kHz, characterised in that the ultrasonic energy has a first frequency and a second frequency or the ultrasonic energy is centered about a primary frequency and dithered or swept above and below the primary frequency. laser drilling the via (310, 410, 510) through at least a portion of a thickness of the glass substrate, wherein the via (310, 410, 510) is laser drilled through the glass substrate from an incident surface of the glass substrate; etching the glass substrate for an etching duration, thereby increasing a diameter of an incident opening (311, 411, 511) of the via (310, 410, 510); and applying ultrasonic energy to the glass substrate during at least a portion of the etching duration, wherein the ultrasonic energy has a frequency between 40 kHz and 192 kHz, characterised in that the ultrasonic energy has a first frequency and a second frequency or the ultrasonic energy is centered about a primary frequency and dithered or swept above and below the primary frequency.
Loading system for lifting and emptying a container (6,118,120) into a collector, comprising: - a frame with couplings mountable on the collector; - a lifting mechanism connected to the frame for lifting the container (6,118,120), wherein the lifting mechanism comprises a first and a second loading seat, - a drive system (36,70) operatively connected to the lifting mechanism, the drive system (36,70) comprising: - connecting means (40,112) for operatively connecting the drive system (36,70) to an external energy source; - a first electric motor (46,78) operatively connected to the first loading seat, and a first motor controller (44,74) for controlling the first electric motor (46,78); - a first hydraulic pump (48,86) driven by the first electric motor (46,78) for hydraulically controlling a first lifting cylinder (52,98) of the lifting mechanism; and - a hydraulic fluid reservoir operatively connected to the first hydraulic pump (48,86); the loading system being characterized in that the drive system (36,70) comprises a second electric motor (62,80) operatively connected to the second loading seat, further comprising a second motor controller (60,76) for controlling the second electric motor (62, 80) and a second hydraulic pump (64,88) driven by the second electric motor (62, 80) for hydraulically controlling a second lifting cylinder (68,100), with the hydraulic fluid reservoir operatively connected to the hydraulic pump (48,86), wherein the frame is releasably connected to the collector with the couplings, and wherein the connecting means (40, 112) are such that they can be uncoupled from the external energy source. - a frame with couplings mountable on the collector; - a lifting mechanism connected to the frame for lifting the container (6,118,120), wherein the lifting mechanism comprises a first and a second loading seat, - a drive system (36,70) operatively connected to the lifting mechanism, the drive system (36,70) comprising: - connecting means (40,112) for operatively connecting the drive system (36,70) to an external energy source; - a first electric motor (46,78) operatively connected to the first loading seat, and a first motor controller (44,74) for controlling the first electric motor (46,78); - a first hydraulic pump (48,86) driven by the first electric motor (46,78) for hydraulically controlling a first lifting cylinder (52,98) of the lifting mechanism; and - a hydraulic fluid reservoir operatively connected to the first hydraulic pump (48,86); - connecting means (40,112) for operatively connecting the drive system (36,70) to an external energy source; - a first electric motor (46,78) operatively connected to the first loading seat, and a first motor controller (44,74) for controlling the first electric motor (46,78); - a first hydraulic pump (48,86) driven by the first electric motor (46,78) for hydraulically controlling a first lifting cylinder (52,98) of the lifting mechanism; and - a hydraulic fluid reservoir operatively connected to the first hydraulic pump (48,86);
Drain fitting, in particular for bathtubs, comprising a drain housing defining a drainage channel, which drain housing has a drain valve body which is operable by means of an adjustment member and is provided with fastening means (12,13) for fluid-tight attachment to a tub base opening or basin base opening, and comprising a cover arranged above the drain valve body, the diameter of which cover is larger than the diameter of the drain valve body, the drain housing having a water supply channel (1.10), characterised in that an inlet channel which is releasable from the water supply channel and opens above the drain valve is connected to the water supply channel (1.10), which inlet channel opens below the cover, an inlet piece (19.1), which is annular disc-shaped or circular disc-shaped and connected to the inlet channel or formed in one piece with the inlet channel, being arranged below the cover, which inlet piece in combination with the cover delimits a substantially radially extending annular gap, the opening of the water supply being defined by the annular gap delimited by the cover and the inlet piece (19.1), and the water drainage being located below the inlet piece (19.1), so that the inlet piece (19.1) produces a tiered separation of the water supply from the water drainage, and a check valve being arranged in the inlet channel.
A reverse slant lining structure for a furnace having a cone part structure, comprising: a cone part structure of a furnace having a straight barrel part; and a cone part, the cone part structure being characterized by comprising a structure obtained by laying lining bricks in such a manner that a center axis in the thickness direction of each of the lining bricks to be lined inside of the cone part is positioned on an acute angle side defined by an upside axis and perpendicular axis, said upside axis provided on an iron shell surface of the cone part and extending heightwise from the straight barrel part to the cone part along the iron shell, and said perpendicular axis provided perpendicular to the iron shell surface of the straight barrel part.
Press for the continuous production of material boards, such as particle boards, fiber boards, plywood boards or plastic boards, comprising flexible, endless steel strips which transmit the pressing pressure and draw the material to be pressed through the press, which are guided around a press table or press ram and which are supported on press plates attached to the press table and press ram by means of rolling bars which travel with them and are guided with their axes transverse to the direction of travel of the strip, comprising one infeed mechanism each arranged transverse to the direction of production in the press, comprising a frame and a shaft mounted therein with gearwheels for guiding the rolling bars in the infeed region of the press, characterized in that the shaft is mounted in a stationary manner in a frame, and in that at least one actuator, preferably a linear actuator, is arranged for adjusting the position of the frame. comprising one infeed mechanism each arranged transverse to the direction of production in the press, comprising a frame and a shaft mounted therein with gearwheels for guiding the rolling bars in the infeed region of the press, characterized in that the shaft is mounted in a stationary manner in a frame, and in that at least one actuator, preferably a linear actuator, is arranged for adjusting the position of the frame.
A method of wireless communication, comprising: receiving (700, 800) a transmission configuration from a serving base station for transmission of demodulation reference signals, DMRS, in a subframe, wherein the transmission configuration includes a combination of at least a cyclic shift, an orthogonal cover code, OCC, and a comb value; preparing a retransmission of the DMRS, wherein the retransmission is counted by a current transmit counter; selecting a transmission comb value for the retransmission, wherein the transmission comb value is selected based on a current number in the current transmit counter, and wherein the transmission comb value is different than an original comb value used in transmission of the DMRS; and transmitting the retransmission using the transmission comb value. receiving (700, 800) a transmission configuration from a serving base station for transmission of demodulation reference signals, DMRS, in a subframe, wherein the transmission configuration includes a combination of at least a cyclic shift, an orthogonal cover code, OCC, and a comb value; preparing a retransmission of the DMRS, wherein the retransmission is counted by a current transmit counter; selecting a transmission comb value for the retransmission, wherein the transmission comb value is selected based on a current number in the current transmit counter, and wherein the transmission comb value is different than an original comb value used in transmission of the DMRS; and transmitting the retransmission using the transmission comb value.