Abstract: A method for detecting a contaminant in a vehicle coolant system during service includes contacting a chromophore impregnated strip and a heat transfer fluid sample, where the chromophore impregnated strip includes a complexing agent selected to form a complex with the contaminant that causes a color change in the chromophore impregnated strip and thereby indicates the presence of the contaminant in the heat transfer fluid sample.

Abstract: The present disclosure can provide devices, methods, and computer-readable medium for secure frame management. The techniques disclosed herein provide detection of triggering items in one or more frames of streaming video. The camera transmits one or more frames of the video over a network to a computing device. The computing device can begin a streaming session with a server and stream the one or more frames of video and accompanying metadata to the server. The frames, metadata, and associated keys can all be encrypted prior to streaming to the server. For each subsequent segment of video frames that includes the triggering item, the server can append the frames of that segment to the video clip in an encrypted container.

Abstract: A humidification system can include a heater base, a humidification chamber, and a breathing circuit. A cartridge can be removably coupled to the heater base. The cartridge can include various sensors, probes, sensor wire connectors, heater wire connectors, and/or other features. The cartridge can include features configured to mate with corresponding features on the humidification chamber and the heater base. The cartridge includes a memory, such as an EEPROM, or other suitable storage device. When the cartridge is installed on the heater base, the memory is electrically connected to a processor and/or memory of the heater base. Various models of cartridges can be produced for use with different humidification chambers, breathing circuits, and/or therapies. A connector can be configured to couple an inspiratory conduit to an outlet port of the humidification chamber. The connector can provide a pneumatic connection to the outlet port and an electrical connection to the cartridge.

Abstract: Certain aspects of the present disclosure provide an architecture and method for multi-link operation (MLO) at an access point (AP). The method generally includes obtaining a packet from at least one buffer and selecting a processing path, from first and second processing paths, for a packet to be routed from the at least one buffer to at least one of a plurality of radio components for wireless transmission to at least one peer via one or more links, wherein: the first processing path is configured to bind the packet to one of the one or more links based on at least one code-implemented rule, and the second processing path is configured to bind the packet to one of the one or more links based on instantaneous channel sensing.

Abstract: Certain aspects of the present disclosure provide techniques for providing sentiment analysis of content. In order to determine the overall sentiment of content, a request is received by a sentiment analyzer, which then identifies a content identification number and retrieves comments associated with the content identification number. The sentiment analyzer pre-processes the comments, which includes removing all personal identifying information from the comments. The sentiment analyzer sends the pre-processed comments to a natural language processing service, and in turn, receives sentiment indications corresponding to the comments provided. Based on the sentiment scores, the sentiment analyzer generates a sentiment analysis and displays the sentiment analysis in the graphical user interface generated by the sentiment analyzer.

Abstract: Described herein are methods for identifying plant genomic regions that are optimized for cultivar screening, identifying an unknown Cannabis cultivar, verifying an identity of an unknown Cannabis cultivar, identifying genetic attributes of a Cannabis cultivar, and phenotyping a Cannabis cultivar. Such methods may be used to improve or alter cultivation practices, improve breeding efforts, determine the identity of source material, determine ancestry, estimate cultivar properties, and the like.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for compressing and decompressing data. In one aspect, a method comprises: processing data using an encoder neural network to generate a latent representation of the data; processing the latent representation of the data using a hyper-encoder neural network to generate a latent representation of an entropy model; generating an entropy encoded representation of the latent representation of the entropy model; generating an entropy encoded representation of the latent representation of the data using the latent representation of the entropy model; and determining a compressed representation of the data from the entropy encoded representations of: (i) the latent representation of the data and (ii) the latent representation of the entropy model used to entropy encode the latent representation of the data.

Abstract: A method of regulating at least one parameter of a separator for use in a hydrocarbon production facility is described. The method comprises receiving at least one first temperature value and/or at least one first pressure value from at least one upstream component, determining a target value for each of the at least one parameter for the separator based on the received at least one first temperature value and/or the at least one first pressure value and regulating the at least one parameter of the separator based on the respective target value. Further, a corresponding apparatus is described.

Abstract: A method is provided for a remotely-deployed field device to automatically select one of different mobile network modes to communicate with a server computing device. The field device is configured to maintain consistent and reliable connection with the server computing device by automatically switching between different mobile network modes that are selectively open and active based on various criteria, such as technical and/or business considerations. The automatic selection of mobile network modes is achieved in a submissive mobile network connection regime in which the remotely deployed field device autonomously operates to submit to whichever mobile network mode is open and active under preset criteria.

Abstract: A method is provided for a remotely-deployed field device to automatically select one of different mobile network modes to communicate with a server computing device. The field device is configured to maintain consistent and reliable connection with the server computing device by automatically switching between different mobile network modes that are selectively open and active based on various criteria, such as technical and/or business considerations. The automatic selection of mobile network modes is achieved in a submissive mobile network connection regime in which the remotely deployed field device autonomously operates to submit to whichever mobile network mode is open and active under preset criteria.

Abstract: A collapsible storage rack includes an integral RFID tag scanner configured to read RFID tags of products stored thereon. The storage rack is adjustable between an expanded configuration and a collapsed configuration.

Abstract: A modular RFID tag scanner includes a control unit and multiple signal distribution units. The signal distribution units include multiple antennas within a single housing. The signal distribution units are each connected to the control unit by an RF transmission line. The configuration of the modular RFID tag scanner permits easy construction or retrofitting of a product storage structure to scan RFID tags on products, such as to monitor product inventory on the product storage structure. Methods of installing and using an RFID tag scanner are also disclosed.

Abstract: An inventory monitoring system including a data collection and transmission module and a data evaluation module. The data collection and transmission module receives data from an RFID tag and transmits the data to the data evaluation module to thereby enable the presence of a product to which the RFID tag is attached.

Abstract: An inventory monitoring system including a data collection and transmission module and a data evaluation module. The data collection and transmission module receives data from an RFID tag and transmits the data to the data evaluation module to thereby enable the presence of a product to which the RFID tag is attached.

Abstract: An inventory monitoring system including a data collection and transmission module and a data evaluation module. The data collection and transmission module receives data from an RFID tag and transmits the data to the data evaluation module to thereby enable the presence of a product to which the RFID tag is attached.