Abstract: An example dehumidifier system may include one or more of a processor, an input display unit, a temperature and humidity censor configured to acquire current temperature and relative humidity data, an analog-to-digital transducer configured to convert, the acquired current temperature and relative humidity data from analog to digital output, a psychrometric converter module executed by the processor to convert the relative humidity data into ratio/absolute humidity data, a digital-to-analog transducer configured to convert the ratio/absolute humidity data into an analog format, a hysteresis comparator unit configured to compare hysteresis setpoint data received from the input display unit with data received from the temperature and humidity censor, and a ratio/absolute humidity setpoint comparator unit configured to compare a ratio/absolute humidity setpoint data received from the input display unit with the converted ratio/absolute humidity data.

Abstract: Customers at a premises attempting to connect a new wireless device, such as a mobile phone or tablet to an available wireless network (Wi-Fi), receive network login information such as an Wi-Fi SSID (service set identification) and Password through a system generated equivalent QR code that can then be scanned to automatically connect to the Wi-Fi network. The system receives a request for Wi-Fi settings at a premises, identifies customer equipment associated with the premises, identifies an Wi-Fi SSID (Service Set Identification) and password associated with the customer equipment, generates a QR (Quick Response) code representing the Wi-Fi SSID and password, sends the QR code to one or more devices associated with the premises for display and subsequent scanning at the premises.

Abstract: Various implementations include an implant. The implant includes a body defining a central opening. The body has a first surface and a second surface spaced apart and opposite from the first surface. The second surface at least partially defines the central opening. The first surface defines a plurality of openings including a first opening and a second opening. Each of the openings extends along an axis from the first surface to the second surface. The first opening and the second opening at least partially overlap at the first surface, and the axis of the first opening is transverse to the axis of the second opening.

Abstract: Embodiments are directed to managing machine learning models. Domain items may be determined based on domain data and schema information. Labels that correspond to a predicted outcome may be generated based on the domain data. A model may be trained based on a portion of a plurality of feature records and the labels such that each feature record may be associated with an observance of a domain item. The trained model may be disqualified based on evaluation metrics that may be below a threshold value causing further actions, including: submitting other portions of the feature records to the disqualified model; determining erroneous feature fields in the feature records based on metrics associated with the submission of the other portions of feature records; updating the feature records to exclude the erroneous feature fields; retraining the disqualified model based on the updated feature records.

Abstract: A system for transportation, includes at least one vehicle and an artificial intelligence (AI) system in communication with the at least one vehicle. The AI system is operative on at least one processor having access to a non-transitory storage medium that stores computer executable instructions to be executed by the at least one processor. The AI system includes a first neural network of a hybrid neural network to classify social media data sourced from a plurality of social media sources as affecting a transportation system, a second neural network of the hybrid neural network to predict at least one vehicle-operating objective of the transportation system based on the classified social media data, and a third neural network of the hybrid neural network to optimize a state of the at least one vehicle in the transportation system to achieve the at least one vehicle-operating objective of the transportation system.

Abstract: A bandwidth allocation and monitoring method may divide available bandwidth on a shared communication medium into a plurality of discrete tones that can be individually allocated to modems on an as-needed basis. The effective modulation rate that a particular modem can use for each discrete tone can be monitored over time using a schedule of pilot tones transmitted from the modems on different tones at different times. The schedule may define representative pilot tones, in which case effective modulation rates for neighboring tones may be inferred from a determined effective modulation rate of a pilot tone.

Abstract: Apparatus for generating a dynamic structured light pattern for optical tracking in three-dimensional space, comprises an array of lasers, such as a VCSEL laser array, to project light in a pattern into a three-dimensional space; and an optical element or elements arranged in cells. The cells are aligned with subsets of the laser array, and each cell individually applies a modulation, in particular an intensity modulation, to light from the laser or lasers of the subset, to provide a distinguishable and separately controllable part of the dynamic structured light pattern. A method of generating a structured light pattern is disclosed, in which light is provided from an array of lasers, and light is individually projected from subsets of the array of lasers to provide differentiated parts of the structured light pattern.

Abstract: A system and a method for a battery power management system for an electric aircraft is disclosed. The system includes at least a flight component of an electric aircraft, at least a battery, wherein the at least a battery is configured power the at least a flight component of the electric aircraft, at least a sensor communicatively connected to the at least a battery and a controller communicatively connected to the at least a sensor. The controller is configured to receive sensor data from the at least a sensor, identify a battery status as a function of the sensor data and a battery threshold, and control the power from the at least a battery to the at least a flight component of the electric aircraft as a function of the battery status, further comprising reducing a torque to the at least a flight component.

Abstract: A cavity printed circuit board (PCB) that allows electronic components with different dimensions disposed therein is provided. A cavity with a desired dimension is formed in the cavity PCB where the electronic components may be mounted and soldered therein. The cavity formed in the cavity PCB may also provide additional flexibility regarding placements and locations where the electronic components may be disposed in the 3D vertical stacking and packaging of the IC devices so as to provide alternatives of using different types of wiring or interconnection structures or fine-pitch connection lines among the electronic components.

Abstract: A robotic surgery system comprising a plurality of motorized robotic arms of a surgical robot configured to perform surgical steps on a patient and a display system for multi-user control of the robot of a surgical procedure. The display system includes a console including left and right hand-operated input devices physically manipulatable by a first user and a viewer configured to display one or more instruments carried by the plurality of robotic arms to the second user. The display system also includes a second user device configured to display a graphical user interface having patient data of the patient and an authorization input for a second user to be authorized to switch control of at least one of the robotic arms from the first user to the second user.

Abstract: Devices, systems, facilities, and methods for post combustion capture of emissions from a natural gas generator used to power a data center disclosed herein. The facility includes a process for capturing and sequestering CO2 from a post combustion capture of the natural gas generator utilizing the heat from the flue gas and from the data center. The CO2 rich streams from the post combustion capture system are sent to sequestration of some form via a sequestration compressor, thereby reducing the overall emissions from the facility.

Abstract: A system for stabilizing optical parameters of a fiber Bragg grating (FBG) includes a mechanical mount, a heating element coupled to the mechanical mount, and a base plate coupled to the heating element. The base plate comprises a longitudinal groove. The system also includes a fiber anchor coupled to the mechanical mount and a fiber including the FBG mechanically attached to the fiber anchor. The FBG of the fiber is disposed in the longitudinal groove.

Abstract: A system for improving a distributable model with distributed data is provided, comprising a network-connected distributable model source configured to serve instances of a distributable model; and a directed computation graph module configured to receive at least an instance of the distributable model from the network-connected computing system, create a cleansed dataset from data stored in the memory with at least biases within the data stored in memory corrected, train the instance of the distributable model with the cleansed dataset, and generate an update report based at least in part by updates to the instance of the distributable model.

Abstract: An apparatus includes an image sensor having a plurality of pixels that form regions of interest (ROIs), analog-to-digital converter (ADC) banks, and multiplexers. Each respective multiplexer is electrically connected to (i) a corresponding ADC bank and (ii) a corresponding subset of the ROIs. The apparatus also includes control circuitry configured to obtain a full-resolution image of an environment by electrically connecting, by way of the multiplexers, each respective ADC bank to the associated respective ROI. The control circuitry is also configured to select a particular ROI based on the full-resolution image and obtain a plurality of ROI images of the particular ROI by (i) electrically connecting, to the particular ROI, a first ADC bank associated with the particular ROI and a second ADC bank associated with another ROI and (ii) digitizing pixels of the particular ROI by way of parallel operation of the first and second ADC banks.

Abstract: This application relates to automatic processes that service data requests for information related to an item during varying temporal periods. For example, a computing device receives first attributes for an item, and generates a first surrogate key and a first super surrogate key based on the first attributes. Further, the computing device generates a first entry within a first table that includes the first surrogate key and the first super surrogate key. The computing device joins the first table to a second table based on natural keys. The computing device also receives second attributes for the item, and generates a second surrogate key for the item based on the second attributes. Further, the computing device generates a second entry within the first table that includes the second surrogate key and the first super surrogate key. The computing device also adjusts the first super surrogate key within the first entry.

Abstract: A feeding device includes a fluid reservoir and a nipple configured to be attached to the fluid reservoir. The nipple includes a body portion defining a compartment configured to contain a liquid so as to mimic a feel of a mother's breast. The body portion comprises a nipple tip comprising a fluid outlet. The nipple includes a base member attached to the body portion, the base member including an attachment portion configured to attach the nipple to the fluid reservoir. The base member comprises a fluid inlet in fluid communication with the fluid reservoir. The nipple includes a fluid passageway extending through the compartment from the fluid inlet to the nipple tip, where the fluid passageway allows fluid to flow from the fluid reservoir to the fluid outlet. A valve member positioned on the base member adjusts a flow rate of fluid from the fluid reservoir into the fluid passageway.

Abstract: A flameless candle includes a candle body, a light source, and a flame element. The candle body includes an inner region and an upper surface including an aperture. The light source is energized and de-energized selectively to control whether or not a light is emitted. The light emitted by the light source is emitted towards the interior region of the flame element, such that it passes through the interior region and onto the interior surface. The flame element is at least partially transparent or translucent, such that it permits the light to propagate through the flame element and outwardly from the exterior surface. While the light is emitted, the flame element moves with respect to non-moving portions of the candle body. While the light is emitted, at least a portion of the flame element extends through the aperture in the upper surface.