Abstract: An integrated vehicle health management (IVHM) system to resolve equipment-fault related anomalies detected by cyber intrusion detection system (IDS). A benefit of the present system is that it can result in fewer alerts that need manual analysis. A combination of cyber and monitoring with integrated vehicle health management (IVHM) may be a high value differentiator. As a solution gets more mature through a learning loop, it may be customized for different customers in a cost-effective manner, something that might be expensive to develop on their own for most original equipment manufacturers (OEMs). An IVHM symptom pattern recognition matrix may link a pattern of reported symptoms to known equipment failures. This matrix may be initialized from the vehicle design data but its entries may get updated by a learning loop that improves a correlation by incorporating results of investigations.

Abstract: Methods and systems for creating and modifying fault models, as well as methods and systems for generating and deploying diagnostic tools based on a fault model. The fault model may be edited in a logical and highly configurable manner based on the needs and preferences of a domain expert or other operator. The diagnostic tool can then be generated based on the fault model, and provides and enhanced process flow for use in maintenance operations.

Abstract: An integrated vehicle health management (IVHM) system to resolve equipment-fault related anomalies detected by cyber intrusion detection system (IDS). A benefit of the present system is that it can result in fewer alerts that need manual analysis. A combination of cyber and monitoring with integrated vehicle health management (IVHM) may be a high value differentiator. As a solution gets more mature through a learning loop, it may be customized for different customers in a cost-effective manner, something that might be expensive to develop on their own for most original equipment manufacturers (OEMs). An IVHM symptom pattern recognition matrix may link a pattern of reported symptoms to known equipment failures. This matrix may be initialized from the vehicle design data but its entries may get updated by a learning loop that improves a correlation by incorporating results of investigations.

Abstract: An integrated vehicle health management (IVHM) system to resolve equipment-fault related anomalies detected by cyber intrusion detection system (IDS). A benefit of the present system is that it can result in fewer alerts that need manual analysis. A combination of cyber and monitoring with integrated vehicle health management (IVHM) may be a high value differentiator. As a solution gets more mature through a learning loop, it may be customized for different customers in a cost effective manner, something that might be expensive to develop on their own for most original equipment manufacturers (OEMs). An IVHM symptom pattern recognition matrix may link a pattern of reported symptoms to known equipment failures. This matrix may be initialized from the vehicle design data but its entries may get updated by a learning loop that improves a correlation by incorporating results of investigations.

Abstract: An integrated vehicle health management (IVHM) system to resolve equipment-fault related anomalies detected by cyber intrusion detection system (IDS). A benefit of the present system is that it can result in fewer alerts that need manual analysis. A combination of cyber and monitoring with integrated vehicle health management (IVHM) may be a high value differentiator. As a solution gets more mature through a learning loop, it may be customized for different customers in a cost effective manner, something that might be expensive to develop on their own for most original equipment manufacturers (OEMs). An IVHM symptom pattern recognition matrix may link a pattern of reported symptoms (e.g., anomalies) to known equipment failures (electrical connections, sensors, controllers, known cyber-attacks, and so on). This matrix may be initialized from the vehicle design data but its entries may get updated by a learning loop that improves a correlation by incorporating results of investigations.

Abstract: Methods, apparatus and computer readable media are provided for reverse editing a knowledge base from a cross tab display. A cross tab editor includes a knowledge base resident in a memory device, the knowledge base comprising attribute values and a knowledge base management system, wherein the knowledge base management system is configured to create a first list of sub-entities for a first entity, create a second list of sub-entities for a second entity, and create a relationship table listing all of the combinations of each pair of sub-entities from the first list and the second list and their attribute values. The knowledgebase management system is further configured to populate the relationship table with an attribute value for each combination. The knowledge base management system is further configured to receive a manual change in a cross tab display and to update the underlying attribute data in response to the change.

Abstract: A method of automatically generating a fault model from a network diagram comprising parsing a network diagram to identify schematic components and schematic interfaces, mapping each schematic component to a respective standard component, and mapping each schematic interface to a respective standard interface, generating component failure information for each schematic component based on the respective standard component, wherein component failure information includes standard failure modes of the respective standard component, generating interface failure information for each schematic interface based on the respective standard interface, wherein interface failure information includes standard failure modes of the respective standard interface, and constructing a fault model specific to the network diagram based on component failure information and interface failure information.

Abstract: Systems and methods for building a dependency diagnostic model of a complex system are provided. The system may include, but is not limited to, a processor, the processor configured to receive at least one function model corresponding to each assembly of the complex system, at least one health and condition indicator model corresponding to an output of the complex system, a program data dictionary, standard failure modes and propagation rules, determine interdependencies between the plurality of assemblies of the complex system and the output of the complex system based upon the at least one function model, the at least one health and condition indicator model and the program data dictionary, generate the diagnostic model based upon the determined interdependencies between assemblies of the complex system and the output of the complex system, and optimize the generated diagnostic model based upon the standard failure modes and the propagation rules.

Abstract: A method for creating and using a fault model representative of a system, the fault model comprising one or more fault model components is provided. The method creates a reusable fault model component; associates one or more algorithms to the reusable fault model component, the one or more algorithms describing behavior of the reusable fault model component; incorporates the reusable fault model component and the one or more algorithms into the fault model; tunes the reusable fault model component, using available data associated with the fault model; and predicts occurrence of degradation of the system, based on the tuning.

Abstract: The embodiments described herein can provide improved diagnostic repair systems and methods to generate and represent cost optimized work plans. These cost optimized work plans include a plurality of procedures, where each of the plurality of procedures represents at least one of a corrective action or test. The order and arraignment of these cost optimized work plans are arranged to have an optimized average cost of repair, and thus can reduce the costs associated with such repairs. Furthermore, these diagnostic repair systems and methods provide techniques for representing such a cost optimized work plan and guiding a user through such a cost optimized work plan. Specifically, separate graphical user interface elements are generated for each procedure in the cost optimized work plan, with the graphical user interface elements including features designed to guide a user through the procedures in a way that provides an optimized average cost of repair.

Abstract: Methods and systems are provided for processing a graphical artifact. In one embodiment, a method includes: receiving, by a processor, a graphical artifact having at least one unknown graphical element; determining, by the processor, graphical features of the unknown graphical element; computing, by the processor, a plurality of similarity scores based on the features of the unknown graphical element and features of a plurality of known graphical elements; and storing data associated with the unknown graphical element with data associated with a known graphical element based on the plurality of similarity scores.

Abstract: Methods and systems are provided for generating a maintainer troubleshooting tree from the content of a digitally stored fault model of a complex system in real time. The method comprises retrieving all failure modes from a fault model of the complex system for a specific corrective action. The method then receives symptoms from sensors monitoring the complex system in real time and generates a symptom pattern and an associated symptom hash from the received symptoms. The method creates san ambiguity group from the retrieved failure modes. The method further retrieves all repair procedures and test procedures related to the ambiguity group of failure modes, creates a troubleshooting tree for the ambiguity group by ranking each repair procedure and test procedure, and retrieves all technical references encountered while creating the trouble shooting tree. The method then compiles and renders the troubleshooting tree and the references into a user perceivable document.

Abstract: Methods are provided for creating a complex user interface using a generic computer readable database software application to manage only a specific data subset domain of the database in accordance with a work package. The method comprises creating metadata defining a data subset domain, the metadata including a task specification, a report specification and a view specification and defining attribute metadata, entity metadata and relationship metadata for the data subset domain. The method also comprises data package specification for the data subset domain, specifying a data package hierarchy within the data subset domain, specifying user groups for the data subset domain, specifying view specifications for the user groups. Further the view specification is associated with the task specification and the report specification after which the generic software application is released to a user.

Abstract: A method for creating and using a fault model representative of a system, the fault model comprising one or more fault model components is provided. The method creates a reusable fault model component; associates one or more algorithms to the reusable fault model component, the one or more algorithms describing behavior of the reusable fault model component; incorporates the reusable fault model component and the one or more algorithms into the fault model; tunes the reusable fault model component, using available data associated with the fault model; and predicts occurrence of degradation of the system, based on the tuning.

Abstract: Methods and systems are provided for processing a graphical artifact. In one embodiment, a method includes: receiving, by a processor, a graphical artifact having at least one unknown graphical element; determining, by the processor, graphical features of the unknown graphical element; computing, by the processor, a plurality of similarity scores based on the features of the unknown graphical element and features of a plurality of known graphical elements; and storing data associated with the unknown graphical element with data associated with a known graphical element based on the plurality of similarity scores.

Abstract: Methods and systems are provided for populating a database with data associated with a specific task. The method comprises creating a work package specification for a work package associated with the specific task, creating a task specification within the work package specification, creating a view specification within the task specification, and creating a task network comprising tasks that when performed in a desired sequence populates the database with the data associated with the specific task.

Abstract: A customer configurable support system and methods for controlling the same are provided. The customer configurable support system, for example, may include, but is not limited to, a memory configured to store control data and production data, the production data comprising data used by each of the plurality of customer systems to control the operation of at least one configurable component for each of the plurality of customer systems, and a processor communicatively coupled to the memory, the processor configured to receive work package data, the work package data including a first update to at least one of the control data and the production data stored in the memory, receive a selection of at least a subset of the plurality of customer system to receive the work package data, and transmit the work package data to the selected plurality of customer systems.

Abstract: An embodiment of a method for generating a binary file includes receiving information defining an entity that forms a portion of loadable diagnostics information, generating metadata defining a location within a binary file where the entity is to be located, and generating the binary file to include the metadata and the entity stored at the location. Additional embodiments include an aircraft diagnostic system and a method for the diagnostics system to access information within a binary file. The diagnostics system includes data storage and an accessor module. The data storage is configured to store the binary file, which includes metadata and an entity stored at a location within the binary file, where the metadata defines the location of the entity. The accessor module is configured to evaluate the metadata to make a determination of the location, and to access the entity within the binary file based on the determination.

Abstract: A method for mapping an element of an engineering schematic into a schematic element database is provided. The method electronically scans a schematic to recognize a plurality of elements visually represented in the schematic, wherein each of the plurality of elements is associated with predefined schematic element visual attributes; and maps each of the plurality of recognized elements to any one of a plurality of saved database elements, based on common visual attributes.

Abstract: Computer readable software objects, methods and apparatus are provided for using a path specification to limit requested entity data by designating a single explicit multiple step path between any two pairs of entity types. The computer readable software object comprises an ordered collection of path specification elements, a start entity, and an end entity. The method comprises determining a relationship specification from an input from a user. The method further includes determining if more than one path specification element exists that is associated with the relationship specification. When more than one path specification element exists, the user is provided with a choice of path specifications. The method then returns a list of entities from the destination entity type filtered through a restricted set of entities logically located between the source entity and the destination entity based exclusively on the path specification element chosen by the user.