Abstract: Systems and methods for cognitive information mining are provided. A cognitive information extraction system provides intelligent information extraction from documents in different formats, types and forms. Since a huge portion of the data and information is still stored in unstructured documents in physical format, the system provides for a framework to extract information from such documents. Further, even in the digital form, the documents are available in multiple different formats, which can act as a great hindrance to useful extract information. The invention focuses upon mitigating this scenario by combining multiple AI models and modules to create a framework for document processing and human-machine interaction for training and QC verification, wherein the framework provides user the flexibility to work upon multiple types of documents, and also ensures that accuracy is maintained while the information is being extracted.

Abstract: In various embodiments, a method of transferring referential data objects may be performed. The method may include receiving, by a system, a request to move a specified plurality of data objects from a source environment to a target environment within a multi-tenant database system. The system may identify, based on data relationships of the data objects, an unspecified plurality of data objects associated with the specified plurality of data objects. The unspecified plurality of data objects may have a referential relationship to the specified plurality of data objects. The system may initiate a transfer of the specified and unspecified data objects. The system may also identify a data field of a data object that has a source environment-specific data value and modify the data field to a target environment-specific data value.

Abstract: A system is disclosed for the coordinated grouping of devices for receipt of network layer group based services. A service layer system such as an SCS generates a request to generate a group of devices to receive network layer services. The request is received at a network layer system such as, for example, an MTC-IWF. Network layer systems such as, for example, an HSS, identifies a manner of communicating the requested service to identified devices and communicates with the devices to provision the devices so as to be included in the requested group. The network layer systems communicate an identifier to the service layer system which the service layer may subsequently use to request execution of the service by the identified group of devices.

Abstract: A refrigerator appliance includes a sealed system with a first evaporator connected in series with a first capillary tube and a second evaporator connected in series with second and third capillary tubes such that the second evaporator is between the second and third capillary tubes. The first capillary tube is sized such that the chilled air at the first evaporator is a first temperature during operation of the sealed system. The second capillary tube is sized such that the chilled air at the second evaporator is a second, different temperature during operation of the sealed system.

Abstract: A refrigerator appliance includes an icemaker having a mold body that defines an ice cavity. The ice cavity is defined at least in part by a bottom wall positioned at a bottom portion of ice cavity and a back wall positioned at a rear portion of the ice cavity. First and second bottom wall segments are positioned and oriented such that an upper surface of the first bottom wall segment defines a first angle with a front surface of the back wall and such that an upper surface of the second bottom wall segment defines a second angle with the front surface of the back wall.

Abstract: A system is disclosed for the coordinated grouping of devices for receipt of network layer group based services. A service layer system such as an SCS generates a request to generate a group of devices to receive network layer services. The request is received at a network layer system such as, for example, an MTC-IWF. Network layer systems such as, for example, an HSS, identifies a manner of communicating the requested service to identified devices and communicates with the devices to provision the devices so as to be included in the requested group. The network layer systems communicate an identifier to the service layer system which the service layer may subsequently use to request execution of the service by the identified group of devices.

Abstract: A system is disclosed for the coordinated grouping of devices for receipt of network layer group based services. A service layer system such as an SCS generates a request to generate a group of devices to receive network layer services. The request is received at a network layer system such as, for example, an MTC-IWF. Network layer systems such as, for example, an HSS, identifies a manner of communicating the requested service to identified devices and communicates with the devices to provision the devices so as to be included in the requested group. The network layer systems communicate an identifier to the service layer system which the service layer may subsequently use to request execution of the service by the identified group of devices.

Abstract: In various embodiments, a method of transferring referential data objects may be performed. The method may include receiving, by a system, a request to move a specified plurality of data objects from a source environment to a target environment within a multi-tenant database system. The system may identify, based on data relationships of the data objects, an unspecified plurality of data objects associated with the specified plurality of data objects. The unspecified plurality of data objects may have a referential relationship to the specified plurality of data objects. The system may initiate a transfer of the specified and unspecified data objects. The system may also identify a data field of a data object that has a source environment-specific data value and modify the data field to a target environment-specific data value.

Abstract: A system is disclosed for the coordinated grouping of devices for receipt of network layer group based services. A service layer system such as an SCS generates a request to generate a group of devices to receive network layer services. The request is received at a network layer system such as, for example, an MTC-IWF. Network layer systems such as, for example, an HSS, identifies a manner of communicating the requested service to identified devices and communicates with the devices to provision the devices so as to be included in the requested group. The network layer systems communicate an identifier to the service layer system which the service layer may subsequently use to request execution of the service by the identified group of devices.

Abstract: A system is disclosed for the coordinated grouping of devices for receipt of network layer group based services. A service layer system such as an SCS generates a request to generate a group of devices to receive network layer services. The request is received at a network layer system such as, for example, an MTC-IWF. Network layer systems such as, for example, an HSS, identifies a manner of communicating the requested service to identified devices and communicates with the devices to provision the devices so as to be included in the requested group. The network layer systems communicate an identifier to the service layer system which the service layer may subsequently use to request execution of the service by the identified group of devices.

Abstract: A refrigerator appliance includes an icemaker having a mold body that defines an ice cavity. The ice cavity is defined at least in part by a bottom wall positioned at a bottom portion of ice cavity and a back wall positioned at a rear portion of the ice cavity. First and second bottom wall segments are positioned and oriented such that an upper surface of the first bottom wall segment defines a first angle with a front surface of the back wall and such that an upper surface of the second bottom wall segment defines a second angle with the front surface of the back wall.

Abstract: A refrigerator appliance includes a sealed system with a first evaporator connected in series with a first capillary tube and a second evaporator connected in series with second and third capillary tubes such that the second evaporator is between the second and third capillary tubes. The first capillary tube is sized such that the chilled air at the first evaporator is a first temperature during operation of the sealed system. The second capillary tube is sized such that the chilled air at the second evaporator is a second, different temperature during operation of the sealed system.

Abstract: A method for optimizing the operation of a wind turbine having a rotor with at least one rotor blade, a tower, and a wind turbine controller, comprises determining a first load status of the wind turbine based on metereological data acquired by sensors, including a turbulence intensity; determining a second load status of the wind turbine based on mechanical loads on at least one wind turbine component; and increasing a load of the wind turbine, if the determined first and second load status of the turbine are within selectable load limits. A wind turbine implementing the method is also disclosed.

Abstract: Washing machine appliances and damper assemblies are provided. A damper assembly includes a cylinder defining a central longitudinal axis, the cylinder including a sidewall that defines an interior, the sidewall defining a central bore and a pocket concentrically surrounding the central bore, the sidewall including an upper shoulder and a lower shoulder that each connect the pocket and the central bore. The damper assembly further includes a piston partially disposed in the central bore and movable along the longitudinal axis relative to the cylinder. The damper assembly further includes a tube assembly concentrically surrounding the piston and at least partially disposed in the pocket, the tube assembly having a length that is less than a length of the pocket. The piston is further movable along the longitudinal axis relative to the tube assembly.

Abstract: Washing machine appliances and damper assemblies are provided. A damper assembly includes a cylinder defining a central longitudinal axis, the cylinder including a sidewall that defines an interior, the sidewall defining a central bore and a pocket concentrically surrounding the central bore, the sidewall including an upper shoulder and a lower shoulder that each connect the pocket and the central bore. The damper assembly further includes a piston partially disposed in the central bore and movable along the longitudinal axis relative to the cylinder. The damper assembly further includes a tube assembly concentrically surrounding the piston and at least partially disposed in the pocket, the tube assembly having a length that is less than a length of the pocket. The piston is further movable along the longitudinal axis relative to the tube assembly.

Abstract: A system is disclosed for the coordinated grouping of devices for receipt of network layer group based services. A service layer system such as an SCS generates a request to generate a group of devices to receive network layer services. The request is received at a network layer system such as, for example, an MTC-IWF. Network layer systems such as, for example, an HSS, identifies a manner of communicating the requested service to identified devices and communicates with the devices to provision the devices so as to be included in the requested group. The network layer systems communicate an identifier to the service layer system which the service layer may subsequently use to request execution of the service by the identified group of devices.

Abstract: A method for optimizing the operation of a wind turbine having a rotor with at least one rotor blade, a tower, and a wind turbine controller, comprises determining a first load status of the wind turbine based on metereological data acquired by sensors, including a turbulence intensity; determining a second load status of the wind turbine based on mechanical loads on at least one wind turbine component; and increasing a load of the wind turbine, if the determined first and second load status of the turbine are within selectable load limits. A wind turbine implementing the method is also disclosed.