Team SmartState
The United States Coast Guard Rescue 21 communications system
relies on speed and efficiency to save lives. This state of the art
technology is incredibly dependable, however issues can arise within
this complex communications network. The current system uses a ticket
system to generate reports regarding system failures. System Engineers
parse through these tickets manually to classify system failures.These issues
may be systems related or occur due to hardware failures. Determining
the location and frequency of these errors can be a slow and tedious
process for system engineers.
The initial concept for this project was provided by our sponsor,
in the form of a
Capstone project proposal.
EMELIA is the solution that will help system engineers respond to system failures. EMELIA stands for Event-driven MachinE Learning, Intelligent Assessor. System engineers will interact with EMELIA through a command line interface. EMELIA will utilize a neural network machine-learning model to solve the issue of manually classifying system failure reports. By using previous system failure reports to train the classifier, EMELIA will be capable of accurately classifying future reports. This process will streamline maintenance for system engineers and allow first responders to work more effectively.
To learn more about our project development, please visit our GitHub page.
General Dynamics is organized into five business groups: Aerospace, Combat Systems, Information Technology, Mission Systems and Marine Systems. We have a balanced business model which gives each business unit the flexibility to stay agile and maintain an intimate understanding of customer requirements. Each business unit is responsible for the execution of its strategy and operational performance. Our corporate leaders set the overall strategy of the business and manage allocation of capital. This unique model keeps us focused on what matters — delivering on our promises to customers through relentless improvement, continued growth, boosting return on invested capital and disciplined capital deployment.