Abstract: A transport refrigeration system (TRS) for an enclosed space of a transport unit that includes a ventilation pathway to direct air to flow from the enclosed space. The TRS includes a refrigerant circuit with an evaporator configured to cool the air, and a CO2 scrubber. The CO2 scrubber includes a metal organic framework (MOF) configured to adsorb CO2 from the air in an adsorption mode and is regenerated with ambient air in a regeneration mode. A transport unit includes an enclosed space for storing produce, a ventilation pathway, and a TRS. A method of conditioning an enclosed space of a transport unit includes operating a TRS in a first mode that cools air from the enclosed space and adsorbs, with a MOF in a CO2 scrubber, CO2 from the air, and operating the TRS in a second mode that regenerates the MOF with ambient air.

Abstract: Example embodiments of the present disclosure relate to improved HVAC devices and kits for HVAC devices that improve the sound attenuation associated with the device, particularly low-frequency noise. An example embodiment includes an improved furnace including a housing with a combustion air chamber, a heat exchanger chamber, and a circulation blower chamber, wherein the combustion air chamber comprises a burner assembly and a combustion air fan, the furnace also includes a sound attenuation layer including a first acoustic metamaterial layer coupled to the combustion air chamber and tuned to attenuate sound for a first frequency band, one or more housing openings fluidly connecting the combustion air chamber to an environment outside the housing, wherein the sound attenuation layer includes a discontinuous section that aligns with one or more of the housing openings.

Abstract: A dehumidifying air handling unit for an HVACR system includes a housing, a desiccant wheel, and a cooling heat exchanger. A main airflow path extending through the housing from an air inlet to and air discharged outlet of the housing. The desiccant wheel includes a first end and a second end that are each disposed in the main airflow path and a metal organic framework desiccant that is moved between the first end and the second end. A desiccant wheel includes a metal organic framework desiccant disposed on a surface of the desiccant wheel. Rotation of the desiccant wheel moves a position of the surface between a first end and a second end of the desiccant wheel. The metal organic framework desiccant has an majority absorption-desorption operating band of 25% relative humidity or less.

Abstract: Example embodiments of the present disclosure relate to improved HVAC devices and kits for HVAC devices that improve the sound attenuation associated with the device, particularly low-frequency noise. An example embodiment includes an improved furnace including a housing with a combustion air chamber, a heat exchanger chamber, and a circulation blower chamber, wherein the combustion air chamber comprises a burner assembly and a combustion air fan, the furnace also includes a sound attenuation layer including a first acoustic metamaterial layer coupled to the combustion air chamber and tuned to attenuate sound for a first frequency band, one or more housing openings fluidly connecting the combustion air chamber to an environment outside the housing, wherein the sound attenuation layer includes a discontinuous section that aligns with one or more of the housing openings.

Abstract: An air purifying device, system and method for cleaning and infecting a conditioned space or zone. The air purifying system may include a heating, ventilation and air conditioning (HVAC) system with HVAC equipment configured to provide conditioned air to a conditioned space, where the HVAC system also includes a condensate trap configured to collect condensate produced during operation. The air purifying system also including an air purifying device configured to energize the condensate from the condensate trap to generate an aerosol including negative ions, which are combined the conditioned air provided by the HVAC system to the conditioned space.

Abstract: An air purifying device, system and method for cleaning and infecting a conditioned space or zone. The air purifying system may include a heating, ventilation and air conditioning (HVAC) system with HVAC equipment configured to provide conditioned air to a conditioned space, where the HVAC system also includes a condensate trap configured to collect condensate produced during operation. The air purifying system also including an air purifying device configured to energize the condensate from the condensate trap to generate an aerosol including negative ions, which are combined the conditioned air provided by the HVAC system to the conditioned space.

Abstract: An air purifying device, system and method for cleaning and infecting a conditioned space or zone. The air purifying system may include a heating, ventilation and air conditioning (HVAC) system with HVAC equipment configured to provide conditioned air to a conditioned space, where the HVAC system also includes a condensate trap configured to collect condensate produced during operation. The air purifying system also including an air purifying device configured to energize the condensate from the condensate trap to generate an aerosol including negative ions, which are combined the conditioned air provided by the HVAC system to the conditioned space.

Abstract: A dehumidifying air handling unit for an HVACR system includes a housing, a desiccant wheel, and a cooling heat exchanger. A main airflow path extending through the housing from an air inlet to and air discharged outlet of the housing. The desiccant wheel includes a first end and a second end that are each disposed in the main airflow path and a metal organic framework desiccant that is moved between the first end and the second end. A desiccant wheel includes a metal organic framework desiccant disposed on a surface of the desiccant wheel. Rotation of the desiccant wheel moves a position of the surface between a first end and a second end of the desiccant wheel. The metal organic framework desiccant has an majority absorption-desorption operating band of 25% relative humidity or less.

Abstract: Example embodiments of the present disclosure relate to improved HVAC devices and kits for HVAC devices that improve the sound attenuation associated with the device, particularly low-frequency noise. An example embodiment includes an improved furnace including a housing with a combustion air chamber, a heat exchanger chamber, and a circulation blower chamber, wherein the combustion air chamber comprises a burner assembly and a combustion air fan, the furnace also includes a sound attenuation layer including a first acoustic metamaterial layer coupled to the combustion air chamber and tuned to attenuate sound for a first frequency band, one or more housing openings fluidly connecting the combustion air chamber to an environment outside the housing, wherein the sound attenuation layer includes a discontinuous section that aligns with one or more of the housing openings.

Abstract: In one example, a method being performed by a computer system comprises: receiving an image file containing a pathology report; performing an image recognition operation on the image file to extract input text strings; detecting, using a natural language processing (NLP) model, entities from the input text strings, each entity including a label and a value; extracting, using the NLP model, the values of the entities from the input text strings; converting, based on a mapping table that maps entities and values to pre-determined terminologies, the values of at least some of the entities to the corresponding pre-determined terminologies; and generating a post-processed pathology report including the entities detected from the input text strings and the corresponding pre-determined terminologies.

Abstract: A system and method determines efficiency data of a technician performing a Medical Data Acquisition Procedure (MDAP), using a Medical Data Acquisition System (MDAS). The method includes receiving timing data including Digital Imaging and Communications in Medicine (DICOM) metadata obtained during the MDAP by the MDAS. The DICOM metadata includes time duration information relating to each of a plurality of stages of the MDAP. The method includes determining the efficiency data of the technician as a function of the timing data and predetermined efficiency data defined for the MDAP using the MDAS.

Abstract: A dehumidifying air handling unit for an HVACR system includes a housing, a desiccant wheel, and a cooling heat exchanger. A main airflow path extending through the housing from an air inlet to and air discharged outlet of the housing. The desiccant wheel includes a first end and a second end that are each disposed in the main airflow path and a metal organic framework desiccant that is moved between the first end and the second end. A desiccant wheel includes a metal organic framework desiccant disposed on a surface of the desiccant wheel. Rotation of the desiccant wheel moves a position of the surface between a first end and a second end of the desiccant wheel. The metal organic framework desiccant has an majority absorption-desorption operating band of 25% relative humidity or less.

Abstract: A method for collecting, consolidating and processing data is provided. The method includes receiving, using at least one of said at least one processor, data via a plurality of data streams, aggregating, using at least one of said at least one processor, data received via the plurality of data streams, validating, using at least one of said at least one processor, the received data, and transforming, using at least one of said at least one processor, the received data into standardized data formats.

Abstract: Methods and System for collecting, consolidating and processing data are provided. The method includes creating a multi-tenant cloud service, wherein a plurality of users from multiple organizations are capable of submitting data via one or multiple physical and/or ephemeral data streams to the multi-tenant cloud service, the multi-tenant cloud service processes the data independently and/or in an aggregated formats, implementing an ingress system, the ingress system capable of allowing the users to submit the data in various formats, providing correlation inferences based in the user inputs, creating an ingress point where the user can specify previously known correlation patterns, and allowing users to retrieve the results of the correlation inference.

Abstract: A method for collecting, consolidating and processing data is provided. The method includes receiving, using at least one of said at least one processor, data via a plurality of data streams, aggregating, using at least one of said at least one processor, data received via the plurality of data streams, validating, using at least one of said at least one processor, the received data, and transforming, using at least one of said at least one processor, the received data into standardized data formats.

Abstract: A system and method determines efficiency data of a technician performing a Medical Data Acquisition Procedure (MDAP), using a Medical Data Acquisition System (MDAS). The method includes receiving timing data including Digital Imaging and Communications in Medicine (DICOM) metadata obtained during the MDAP by the MDAS. The DICOM metadata includes time duration information relating to each of a plurality of stages of the MDAP. The method includes determining the efficiency data of the technician as a function of the timing data and predetermined efficiency data defined for the MDAP using the MDAS.

Abstract: Disclosed is a method for integrating multiple data sets in a single operation. The method comprises categorizing one or more dimensions and/or attributes from each data set into a context category list. Further, the method includes defining relationships between dimensions and/or attributes in the context category list into related sets. Furthermore, the method includes feeding the data sets and context category list to a computing device. Moreover, the method includes computing deterministically unique identifier from the values of the dimensions and/or attributes in the context category list for each tuple in each data set. Also, the method includes storing the identifier and original tuple in an identifier-tuples list. Thereafter, the method includes merging all tuples with identical identifiers with matching values for dimensions and/or attributes in the context category list. Finally, the method includes creating defined target data set structure from all entries from the identifier-tuples list.