Abstract: Selectively storing and discharging energy at a plurality of sites includes generating a plurality of energy generation scenarios for each site in a plurality of sites. The plurality of energy generation scenarios have different energy generation scenario likelihoods. It further includes generating a plurality of usage scenarios for each site having different usage scenario likelihoods. It further includes generating, for a given site, a plan to selectively store energy in an energy storage device at the given site, discharge energy from the energy storage device, or control when a load at the given site consumes energy based at least in part on a plurality of optimization criteria and on the plurality of energy generation scenarios and usage scenarios. The optimization criteria comprise grid-side criteria and residential-side criteria. Visualizing a future state of an energy system includes receiving, via a user interface, a user selection of a future time.

Abstract: A humidification system for delivering humidified gases to a user can include a heater base, humidification chamber having an inlet, outlet, and associated fluid conduit, and breathing circuit including a supply conduit, inspiratory conduit, and optional expiratory conduit. The humidification system can include various features to help make set-up less difficult and time-consuming. For example, the supply conduit, inspiratory conduit, and optional expiratory conduit can be coupled into a one-piece circuit to aid set-up. Various components can be color-coded and can have corresponding structures to indicate which components should be connected to one another during set-up. Such features can also help make the set-up process more intuitive for an operator, which can reduce the need for specialized training and reduce the number of potential errors.

Abstract: Provided herein are an optical test platform and corresponding method of manufacturing the same. The test platform may include a shell defining a cavity for receiving a sample tube, a first aperture, and a second aperture. The first aperture and the second aperture of the shell may each be configured to optically couple the cavity with an exterior of the shell. The test platform may further include a first window and a second window embedded in the shell. The first window may seal a first aperture and the second window may seal a second aperture. The first window and second window may each permit the optical coupling of the cavity with the exterior of the shell. The first window and the second window may be optically coupled via the cavity, and the shell may prohibit optical coupling between the first window and the second window through the shell.

Abstract: Described herein are methods and systems of a drive unit of an electric commercial vehicle. The drive unit may include an electric motor, a transmission, and a differential. The electric motor, transmission, and differential may share lubrication and cooling fluids. Various features for collecting and distribution the lubrication and cooling fluids are also described herein.

Abstract: An inkjet nozzle device includes a main chamber having a floor, a roof and a perimeter wall extending between the floor and the roof. The main chamber includes: a firing chamber having a nozzle aperture defined in the roof and a bar heater for ejection of ink through the nozzle aperture; an antechamber for supplying ink to the firing chamber, the antechamber having a chamber inlet defined in the floor; and a baffle plate extending parallel with the bar heater, which partitions the main chamber to define the firing chamber and the antechamber.

Abstract: The present disclosure relates to mobile devices for analyzing a chemical composition, and related methods of analyzing a chemical composition. A benefit of embodiments disclosed herein can include portable and economical devices providing for simple and rapid analysis of luminescent chemical sensor arrays. A benefit of methods disclosed herein can include the use of embodied devices to provide highly accurate qualitative and quantitative analyses of the components of a broad range of chemical compositions. A benefit of the methods disclosed herein can include the rapid, simple, and accurate analysis of trace chemicals present in chemical compositions.

Abstract: According to this disclosure, a method of synthesizing an audio stream sample using a processor is provided. The method comprises: generating a set of unnormalized log probabilities using a neural network, each unnormalized log probability associated with a possible value for the audio stream sample, sampling a Gumbel distribution for each of the unnormalized log probabilities, adding the samples from the Gumbel distribution to each of the respective unnormalized log probabilities to generate a set of modified log probabilities, each modified log probability associated with a possible value for the audio stream sample, and selecting the possible value of the audio stream sample associated with the largest modified log probability from the set of modified log probabilities as the audio stream sample.

Abstract: The present disclosure is directed to semiconductor dies and methods that provide a glass substrate, a pulsed laser tool to produce a line-shaped modification to the glass substrate for forming a plurality of structures in the glass substrate. The pulse laser tool may be provided with a predetermined pattern for its movement. The predetermined pattern moves the pulsed laser tool in a series of single steps in a first axial direction and in a series of plural lateral steps in a second axial direction that is perpendicular to the first axial direction, in particular, the single step is followed by the plural lateral steps in a repeating sequence. The series of plural lateral steps form an assembly of line-shaped modifications in parallel rows on the glass substrate, and thereafter the plurality of structures may be formed from the parallel rows of line-shaped modifications in the glass substrate.

Abstract: A method includes forming a solvent on a stage, and placing, on the solvent formed on the stage, a bottom surface of a substrate on which a residue is formed, so that the residue moves away from the bottom surface of the substrate into the solvent. The method further includes removing the substrate from the solvent into which the residue is moved.

Abstract: Described herein are new crystalline forms of the MAGL inhibitor 1-(1-(2-(pyrrolidin-1-yl)-4-(trifluoromethyl)b enzyl)-1,8-diazaspiro[4.5]decane-8-carbonyl)-1H-pyrazole-3-carboxylic acid, or a pharmaceutically acceptable salt thereof.

Abstract: The present disclosure relates to probes for analyzing a chemical composition, and related methods of analyzing a chemical composition and of manufacturing probes for analyzing a chemical composition. A benefit of the disclosed probes and methods can include luminescent chemical sensor arrays for rapid, accurate, portable and economical qualitative and quantitative analysis of a broad range of chemical compositions. A benefit of the methods disclosed herein can include the rapid, simple, and accurate analysis of trace chemicals present in chemical compositions.

Abstract: A cassette assembly is disclosed attachable to an end portion of a waterborne vessel and including a cassette section to bear against an external structure in use. The cassette section is movable relative to the vessel in a direction towards an opposite end of the vessel. A resilient buffer system counters movement of the cassette section when the vessel is moved towards the external structure, wherein the resilient buffer system includes a buffer including a plurality of resiliently compressible elements arranged in series. A waterborne vessel includes a receiving portion for receiving the cassette assembly, and can be used to service a water-accessible structure such as a wind turbine.

Abstract: A cassette assembly is disclosed attachable to an end portion of a waterborne vessel including a cassette section to bear against an external structure in use. The cassette section is movable relative to the vessel in a direction towards an opposite end of the vessel. A resilient buffer system counters movement of the cassette section when the vessel is moved towards the external structure, wherein the resilient buffer system includes a fluid-operated buffer. A waterborne vessel includes a receiving portion for receiving the cassette assembly, and can be used to service a water-accessible structure such as a wind turbine.

Abstract: System and method are provided to detect objects in a scene frame of two-dimensional (2D) video using image processing and determine object image coordinates of the detected objects in the scene frame. The system and method deploy a virtual camera in a three-dimensional (3D) environment to create a virtual image frame in the environment and generate a floor in the environment in a plane below the virtual camera. The system and method adjust the virtual camera to change a height and angle relative to the virtual image frame. The system and method generate at an extended reality (XR) coordinate location relative to the floor for placing the detected object in the environment. The XR coordinate location is a point of intersection of a ray cast of the virtual camera through the virtual frame on the floor that translates to the image coordinate in the virtual image frame.

Abstract: Embodiments disclosed herein are related to systems and methods for implementing a customizable compact overlay window in a display. In one embodiment, a computing system includes one or more processors and a storage device that stores computer executable instructions that can be executed by the processors to cause the computing system to perform the following. The system receives from an application running on the computing system customization parameters that define how the application is to be configured in a compact overlay window. The system generates the compact overlay window so that the compact overlay window is customizable according to the customization parameters. The system positions the compact overlay window in a portion of a display of the computing system.

Abstract: At least one aspect is directed to a fire protection sprinkler system to provide fire protection for an outdoor area. The fire protection system can include a dry pendent sprinkler assembly. The dry pendent sprinkler assembly can include a body portion, a sprinkler head portion, or a deflector portion. The body portion can secure the dry pendent sprinkler assembly with a feed line. The feed line can be disposed on an opposite side of an exterior wall relative to the sprinkler head portion. The feed line can include a fire protection fluid. The body portion can protrude from the exterior wall at an angle of at least 55 degrees relative to a lateral exterior projection that protrudes into the outdoor area from the exterior wall. The dry pendent sprinkler assembly can expel the fire protection fluid to cover the outdoor area.

Abstract: A wireless charging assembly for portably charging a smart device includes a smart device case that can insertably receive a smart device. The smart device case is comprised of a rigid material to protect the smart device from impact damage. A plurality of first mating units is each integrated into the smart device case. A wireless charger is positionable against the smart device case and the wireless charger is in wireless communication with the smart device. The wireless charger broadcasts a charging signal to wirelessly charge the smart device. A plurality of second mating units is each integrated into the wireless charger. Each of the second mating units releasably engages a respective for retaining the wireless charger on the smart device case.

Abstract: The present disclosure relates to probes for analyzing a chemical composition, and related methods of analyzing a chemical composition and of manufacturing probes for analyzing a chemical composition. A benefit of the disclosed probes and methods can include luminescent chemical sensor arrays for rapid, accurate, portable and economical qualitative and quantitative analysis of a broad range of chemical compositions. A benefit of the methods disclosed herein can include the rapid, simple, and accurate analysis of trace chemicals present in chemical compositions.

Abstract: Embodiments disclosed herein are related to systems and methods for implementing a customizable compact overlay window in a display. In one embodiment, a computing system includes one or more processors and a storage device that stores computer executable instructions that can be executed by the processors to cause the computing system to perform the following. The system receives from an application running on the computing system customization parameters that define how the application is to be configured in a compact overlay window. The system generates the compact overlay window so that the compact overlay window is customizable according to the customization parameters. The system positions the compact overlay window in a portion of a display of the computing system.

Abstract: The present disclosure relates to mobile devices for analyzing a chemical composition, and related methods of analyzing a chemical composition. A benefit of embodiments disclosed herein can include portable and economical devices providing for simple and rapid analysis of luminescent chemical sensor arrays. A benefit of methods disclosed herein can include the use of embodied devices to provide highly accurate qualitative and quantitative analyses of the components of a broad range of chemical compositions. A benefit of the methods disclosed herein can include the rapid, simple, and accurate analysis of trace chemicals present in chemical compositions.