Abstract: Described are systems, methods, apparatuses, and computer program product embodiments for automatically processing intent-based spoken language for SLU. The disclosed solution uses a scale-free network structured conversational knowledge graph that stores nodes representative of actions, objects, and intent names and edges representative of relationships between the nodes. For all phrases (including a sentence) from the same intent, the system calculates a mean feature vector using a Universal Sentence Embedding (USE) model as a feature element. The system also employs a multi-step intent detection strategy. A graph query technique may be used to match all potential intent nodes from the trained knowledge graph. The system may compute a covariance matrix between the feature element of an input phrase and feature elements of all potential intents. The major component of the covariance matrix along with the maximum covariance may be used to determine the final intent.

Abstract: A system for generating digital flowcharts is provided. The system receives sketch image data comprising a plurality of shapes and text, and processes the sketch image data to generate flowchart data by applying a first model configured to generate shape data, applying a second model configured to generate text data, and generating linking data that associates shape data and text data. The system may generate and display a visualization of the flowchart data. The system may map the flowchart data to a region of a presentation slide and display a visualization of the flowchart data on the presentation slide.

Abstract: Described are systems, methods, apparatuses, and computer program product embodiments for automatically processing intent-based spoken language for SLU. The disclosed solution uses a scale-free network structured conversational knowledge graph that stores nodes representative of actions, objects, and intent names and edges representative of relationships between the nodes. For all phrases (including a sentence) from the same intent, the system calculates a mean feature vector using a Universal Sentence Embedding (USE) model as a feature element. The system also employs a multi-step intent detection strategy. A graph query technique may be used to match all potential intent nodes from the trained knowledge graph. The system may compute a covariance matrix between the feature element of an input phrase and feature elements of all potential intents. The major component of the covariance matrix along with the maximum covariance may be used to determine the final intent.

Abstract: A wireless charging system for a power tool includes a charging module, docking frame, and tool holder. The charging module has a charging surface and an inductive charging device for charging a power tool resting on the charging surface, and is mounted in the docking frame, which is mounted in a mounting interface of the tool holder such that the charging surface is at an angle. The tool holder further includes a holding portion extending from a downward portion of the mounting interface such that the holding portion transversely supports the power tool. A soft insert structure received in the holding portion forms an interference fit with the power tool and applies a load to the power tool toward the charging surface that urges the power tool to an optimal location for charging, relative to the inductive charging device.

Abstract: A wireless charging system for a power tool includes a charging module, docking frame, and tool holder. The charging module has a charging surface and an inductive charging device for charging a power tool resting on the charging surface, and is mounted in the docking frame, which is mounted in a mounting interface of the tool holder such that the charging surface is at an angle. The tool holder further includes a holding portion extending from a downward portion of the mounting interface such that the holding portion transversely supports the power tool. A soft insert structure received in the holding portion forms an interference fit with the power tool and applies a load to the power tool toward the charging surface that urges the power tool to an optimal location for charging, relative to the inductive charging device.

Abstract: A battery charging system comprises a voltage bus; at least one charging circuit comprising: an input connected to the voltage bus; an output; and a converter connected between the input and the output and configured to provide DC power to the output; a plurality of charging ports, each charging port comprising: an input; and a pair of contacts configured to connect to battery terminals, the pair of contacts being connected to the input to enable a voltage received at the input to be applied across the pair of contacts; and a plurality of switches configured to connect and disconnect the output of the at least one charging circuit to the input of any one of the charging ports in the plurality of charging ports; and a control unit operably connected to the plurality of switches and configured to operate the plurality of switches.

Abstract: A wireless charging system for charging a tool includes a tool holder and charging module. The tool holder includes a mounting interface, a holding portion extending from the mounting interface, and at least one surface t configured to mount the tool holder onto a support surface, such as of a mobile structure. The charging module is mounted in the mounting interface, and includes an inductive charging device that wirelessly charges a tool resting on the charging module. The holding portion is configured to at least partially engage the tool and act as a transverse support relative to the mounting interface. The at least one surface can include a base of the tool holder for horizontal mounting, a side of the tool holder for vertical mounting, or two opposite sides of the tool holder for mounting on a mounting rail.

Abstract: A battery charging system comprises a voltage bus; at least one charging circuit comprising: an input connected to the voltage bus; an output; and a converter connected between the input and the output and configured to provide DC power to the output; a plurality of charging ports, each charging port comprising: an input; and a pair of contacts configured to connect to battery terminals, the pair of contacts being connected to the input to enable a voltage received at the input to be applied across the pair of contacts; and a plurality of switches configured to connect and disconnect the output of the at least one charging circuit to the input of any one of the charging ports in the plurality of charging ports; and a control unit operably connected to the plurality of switches and configured to operate the plurality of switches.

Abstract: A wireless charging system for power tools and other devices includes a charging module, docking frame, and tool holder. When a device is placed on a charging surface of the charging module, the charging module is configured to wirelessly charge the device. The charging module can be mounted within the docking frame or the tool holder via a mounting interface, and the tool holder can be affixed to a rigid surface. The docking frame can also be attached to a rigid surface, or can be mounted within the tool holder as an intermediate piece. The tool holder is configured to support the charging module such that the charging surface is at an angle. This configuration optimally locates the device relative to the charging module and allows the charging surface to act as a resting surface for the device between operations.

Abstract: A wireless charging system for charging a tool includes a tool holder and charging module. The tool holder includes a mounting interface, a holding portion extending from the mounting interface, and at least one surface t configured to mount the tool holder onto a support surface, such as of a mobile structure. The charging module is mounted in the mounting interface, and includes an inductive charging device that wirelessly charges a tool resting on the charging module. The holding portion is configured to at least partially engage the tool and act as a transverse support relative to the mounting interface. The at least one surface can include a base of the tool holder for horizontal mounting, a side of the tool holder for vertical mounting, or two opposite sides of the tool holder for mounting on a mounting rail.

Abstract: A wireless charging system for a power tool includes a charging module, docking frame, and tool holder. The charging module has a charging surface and an inductive charging device for charging a power tool resting on the charging surface, and is mounted in the docking frame, which is mounted in a mounting interface of the tool holder such that the charging surface is at an angle. The tool holder further includes a holding portion extending from a downward portion of the mounting interface such that the holding portion transversely supports the power tool. A soft insert structure received in the holding portion forms an interference fit with the power tool and applies a load to the power tool toward the charging surface that urges the power tool to an optimal location for charging, relative to the inductive charging device.

Abstract: A wireless charging system for power tools and other devices includes a charging module, docking frame, and tool holder. When a device is placed on a charging surface of the charging module, the charging module is configured to wirelessly charge the device. The charging module can be mounted within the docking frame or the tool holder via a mounting interface, and the tool holder can be affixed to a rigid surface. The docking frame can also be attached to a rigid surface, or can be mounted within the tool holder as an intermediate piece. The tool holder is configured to support the charging module such that the charging surface is at an angle. This configuration optimally locates the device relative to the charging module and allows the charging surface to act as a resting surface for the device between operations.

Abstract: A pneumatic nailer for use with a fluid source includes a housing, a cylinder, a first valve assembly, a piston, and a port assembly. The housing defines a storage chamber configured for fluid communication with the fluid source. The cylinder is configured for movement with respect to the housing between a first cylinder position and a second cylinder position. An inner side of the cylinder defines a sleeve chamber and an outer side of the cylinder and the housing defines an actuating chamber therebetween. The first valve assembly is connected to the cylinder and is configured to (i) to allow fluid flow from the sleeve chamber to the actuating chamber and (ii) to prevent fluid flow from the actuating chamber to the sleeve chamber. The piston has a piston head and a driver member extending from the piston head.

Abstract: A pneumatic nailer for use with a fluid source includes a housing, a cylinder, a first valve assembly, a piston, and a port assembly. The housing defines a storage chamber configured for fluid communication with the fluid source. The cylinder is configured for movement with respect to the housing between a first cylinder position and a second cylinder position. An inner side of the cylinder defines a sleeve chamber and an outer side of the cylinder and the housing defines an actuating chamber therebetween. The first valve assembly is connected to the cylinder and is configured to (i) to allow fluid flow from the sleeve chamber to the actuating chamber and (ii) to prevent fluid flow from the actuating chamber to the sleeve chamber. The piston has a piston head and a driver member extending from the piston head.

Abstract: A pneumatic nailer for use with a high pressure fluid source is disclosed. The pneumatic nailer includes a housing defining a storage chamber positionable in fluid communication with the high pressure fluid source, a cylinder positioned within said housing, a piston having a piston head, said piston head being movable within said cylinder, said cylinder and said piston head defining a return chamber on side of said piston head, a sleeve movable with respect to said cylinder between a first sleeve position and a second sleeve position, said sleeve and said cylinder defining a sleeve space therebetween, wherein, when said sleeve is positioned in said first sleeve position, said sleeve space is isolated from fluid communication with said return chamber, and wherein, when said sleeve is positioned in said second sleeve position, said sleeve space is positioned in fluid communication with said return chamber.

Abstract: A device for impacting a fastener in one embodiment includes a drive channel, a cylinder opening at an end portion to the drive channel, a microcellular polyurethane elastomer (MPE) bumper fixedly positioned at the end portion of the cylinder, the MPE bumper including a drive bore extending therethrough and aligned with the drive channel, and an outer wall defining a plurality of grooves extending radially about the MPE bumper, and a drive mechanism including a drive blade aligned with the drive bore.

Abstract: A fastener driving tool includes a housing, a nose assembly having a fastener passage configured to allow fasteners to be advanced therethrough, and a safety contact assembly movable in relation to the nose assembly between a disable position and an enable position. A magazine assembly is configured to supply fasteners toward the nose assembly, and a driver is configured to cause a fastener located in the fastener passage to be advanced within the nose assembly. The nose assembly includes (i) a base member defining at least a portion of the fastener passage and has a first recess and a second recess which are spaced apart from each other, (ii) a first protection insert located in the first recess, and (iii) a second protection insert located in the second recess. The base member defines a leading side surface and a trailing side surface. The leading side surface defines an ejection orifice that is aligned with the fastener passage.

Abstract: A fastener driving tool includes a housing, a nose assembly having a fastener passage configured to allow fasteners to be advanced therethrough, and a safety contact assembly movable in relation to the nose assembly between a disable position and an enable position. A magazine assembly is configured to supply fasteners toward the nose assembly, and a driver is configured to cause a fastener located in the fastener passage to be advanced within the nose assembly. The nose assembly includes (i) a base member defining at least a portion of the fastener passage and has a first recess and a second recess which are spaced apart from each other, (ii) a first protection insert located in the first recess, and (iii) a second protection insert located in the second recess. The base member defines a leading side surface and a trailing side surface. The leading side surface defines an ejection orifice that is aligned with the fastener passage.

Abstract: A device for impacting a fastener in one embodiment includes a drive channel, a cylinder opening at an end portion to the drive channel, a microcellular polyurethane elastomer (MPE) bumper fixedly positioned at the end portion of the cylinder, the MPE bumper including a drive bore extending therethrough and aligned with the drive channel, and an outer wall defining a plurality of grooves extending radially about the MPE bumper, and a drive mechanism including a drive blade aligned with the drive bore.