Abstract: A building detection model is applied to identify a footprint of a building based on a first dataset. The building characterization model is applied to identify one or more derived characteristics of the building based on the footprint. A building area is determined based on the footprint and at least one of the one or more derived characteristics of the building. A record is created including an indicator of a geographic area, the building area, and the one or more derived characteristics of the building. A processing request is generated based on the record. One or more derived characteristics of the building are compared with one or more corresponding values of property data from a third-party data source to identify a mismatch. A data accuracy verification request is output based on the mismatch.

Abstract: Systems and methods for multivariate Artificial Intelligence (AI) smart cards are provided. An AI smart card may include, for example, pre-stored policy data that may be utilized as a portion of multivariate input by a suite of AI modules to formulate and analyze a claim of loss.

Abstract: Systems and methods for multivariate Artificial Intelligence (AI) smart cards are provided. An AI smart card may include, for example, pre-stored policy data that may be utilized as a portion of multivariate input by a suite of AI modules to formulate and analyze a claim of loss.

Abstract: A system for managing transport refrigeration units (28) is provided. The system includes a storage device (80) to store transport parameters (82) associated with a transport refrigeration unit (28). The storage device storing historical transport parameters (84) for other transport refrigeration units (28). Also included is an equipment management system (90) coupled to the storage device, the equipment management system (90) including: a diagnostic module (92) to determine a condition of the transport refrigeration unit (28) in response to the transport parameters (82); a predictive maintenance module (94) to determine a need for upcoming maintenance of the transport refrigeration unit (28) in response to the transport parameters (82); and a remaining life module (96) to determine a remaining life of at least one component of the transport refrigeration unit (28) in response to the transport parameters (82).

Abstract: A building detection model is applied to identify a footprint of a building based on a first dataset. The building characterization model is applied to identify one or more derived characteristics of the building based on the footprint. A building area is determined based on the footprint and at least one of the one or more derived characteristics of the building. A record is created including an indicator of a geographic area, the building area, and the one or more derived characteristics of the building. A processing request is generated based on the record. One or more derived characteristics of the building are compared with one or more corresponding values of property data from a third-party data source to identify a mismatch. A data accuracy verification request is output based on the mismatch.

Abstract: A system includes a processing system and memory system configured to apply a building detection model to identify a footprint of a building based on a first dataset. The building characterization model is applied to identify one or more derived characteristics of the building based on the footprint. A building area is determined based on the footprint and at least one of the one or more derived characteristics of the building. A record is created including an indicator of a geographic area, the building area, and the one or more derived characteristics of the building. A processing request is generated based on the record. One or more derived characteristics of the building are compared with one or more corresponding values of property data from a third-party data source to identify a mismatch. A data accuracy verification request is output based on the mismatch.

Abstract: Systems and methods for multivariate Artificial Intelligence (AI) smart cards are provided. An AI smart card may include, for example, pre-stored policy data that may be utilized as a portion of multivariate input by a suite of AI modules to formulate and analyze a claim of loss.

Abstract: A cargo transport system includes a container for storing perishable products, and a control assembly for controlling an environment parameter. A sensor of the system is configured to measure the environment parameter. A detector of the system may be directly secured to the perishable products for measuring a product condition. A control module of the system is configured to receive signals from the sensor and the detector indicative of the measured environment parameter and product condition, process the signals, and send a command signal to the control assembly for adjusting the environment parameter.

Abstract: A system includes a processing system and memory system configured to apply a building detection model to identify a footprint of a building based on a first dataset. The building characterization model is applied to identify one or more derived characteristics of the building based on the footprint. A building area is determined based on the footprint and at least one of the one or more derived characteristics of the building. A record is created including an indicator of a geographic area, the building area, and the one or more derived characteristics of the building. A processing request is generated based on the record. One or more derived characteristics of the building are compared with one or more corresponding values of property data from a third-party data source to identify a mismatch. A data accuracy verification request is output based on the mismatch.

Abstract: A system for managing transport refrigeration units (28) is provided. The system includes a storage device (80) to store transport parameters (82) associated with a transport refrigeration unit (28). The storage device storing historical transport parameters (84) for other transport refrigeration units (28). Also included is an equipment management system (90) coupled to the storage device, the equipment management system (90) including: a diagnostic module (92) to determine a condition of the transport refrigeration unit (28) in response to the transport parameters (82); a predictive maintenance module (94) to determine a need for upcoming maintenance of the transport refrigeration unit (28) in response to the transport parameters (82); and a remaining life module (96) to determine a remaining life of at least one component of the transport refrigeration unit (28) in response to the transport parameters (82).

Abstract: A cargo transport system includes a container for storing perishable products, and a control assembly for controlling an environment parameter. A sensor of the system is configured to measure the environment parameter. A detector of the system may be directly secured to the perishable products for measuring a product condition. A control module of the system is configured to receive signals from the sensor and the detector indicative of the measured environment parameter and product condition, process the signals, and send a command signal to the control assembly for adjusting the environment parameter.

Abstract: A condition monitoring system for performing a transformation of mixed elevator data is provided. The condition monitoring system includes a computer sub-system. The computer sub-system includes a memory storing transformation software and a processor coupled to the memory. The processor executes the transformation software to cause the condition monitoring system to acquire quantitative and qualitative information and transform the quantitative and qualitative information to produce transformed information. The processor executes the transformation software to further cause the condition monitoring system to execute analytics on the transformed information and generate predictions based on the analytics of the transformed information.

Abstract: A system for monitoring goods within a distribution chain is provided. The system includes a storage device to store parameters associated with the goods of a distribution chain, at least one of the parameters being received from a transport refrigeration system. The storage device storing historical parameters for other goods. Also included is a parameter management system coupled to the storage device. The parameter management system including: a predictive module to determine predicted parameters; and a meshing module to determine output parameters by combining the predicted parameters and the parameters.

Abstract: Embodiments include techniques for developing a model framework for remote unit monitoring condition-based maintenance. The techniques include collecting data associated with unplanned service requests, and generating one or more models from the collected data. The techniques also include predicting unplanned service requests based at least in part on the one or more models, and transmitting an output of the prediction of the unplanned service request.

Abstract: A system for detecting abusive operation of transport refrigeration units (28) is provided. The system includes a storage device (80) to store abuse parameters associated with a transport refrigeration unit (28). Also included is an abuse detection system coupled to the storage device, the abuse detection system including: a diagnostic module (92) to determine the occurrence of abusive operation of the transport refrigeration unit in response to the abuse parameters; a failure probability module (94) to determine a probability of failure for at least one component of the transport refrigeration unit in response to the abuse parameters; and a life extending module (96) to determine adjustments in the operation of at least one component of the transport refrigeration unit in response to the probability of failure.

Abstract: A computer implemented method of operating a product condition system of a cargo transport and/or storage system includes measuring a first condition of a perishable product by a first detector, and measuring a first environment parameter of a containment where the perishable product is located. Once measured, the system compares the first condition to a first pre-programmed threshold, and then determines a first environment parameter target when the first pre-programmed threshold is met.

Abstract: A method for auditing a cold chain distribution system is provided. The method includes: collecting, using a receiver, at least one perishable good parameter from the cold chain distribution system; transmitting the at least one perishable good parameter to a computing device; comparing, using a standards matching model and the computing device, the at least one perishable good parameter to compliance criteria; and transmitting at least one compliance criteria comparison output from the computing device to a database.

Abstract: A method and system to provide an estimated shelf life value for a product to a user includes at least one information source to provide at least one product information entry for the product, and a shelf life estimation system, including a processor to receive and analyze the at least one product information entry from the at least one information source, and to provide the estimated shelf life value to the user.

Abstract: A method and an apparatus for cold chain monitoring of perishable goods, including at least one environmental sensor to monitor at least one environmental parameter; at least one event detector to detect at least one of an environmental altering event and a user induced event; and a controller to receive and log a plurality of readings from the at least one environmental sensor at a selected sampling rate. Wherein the sampling rate adjusts depending on at least one of the perishable goods, the environmental altering event, and the user induced event.

Abstract: A system for monitoring goods within a distribution chain is provided. The system includes a storage device to store parameters associated with the goods of a distribution chain, at least one of the parameters being received from a transport refrigeration system. The storage device storing historical parameters for other goods. Also included is a parameter management system coupled to the storage device. The parameter management system including: a predictive module to determine predicted parameters; and a meshing module to determine output parameters by combining the predicted parameters and the parameters.