Innovative Data Anomaly Detection and Transformation for Analysis Applications

Award Information
Agency:
Department of Defense
Branch
Navy
Amount:
$79,851.00
Award Year:
2014
Program:
SBIR
Phase:
Phase I
Contract:
N68335-14-C-0107
Agency Tracking Number:
N132-096-0721
Solicitation Year:
2013
Solicitation Topic Code:
N132-096
Solicitation Number:
2013.2
Small Business Information
Quanterion Solutions
811 Court St., Utica, NY, 13502-4096
Hubzone Owned:
N
Socially and Economically Disadvantaged:
N
Woman Owned:
N
Duns:
124152138
Principal Investigator:
Paul Lein
Senior Engineer
(315) 351-4205
plein@quanterion.com
Business Contact:
Preston MacDiarmid
President
(315) 732-0097
pmacdiarmid@quanterion.com
Research Institution:
n/a
Abstract
The Navy has invested significant resources in constructing, maintaining and updating various information systems/databases that contain data/information that needs to be manually filtered to detect/remove anomalies prior to transforming it to perform useful analyses. The proposed approach will automate this process by: 1. Parsing the data/information needed and detecting its source 2. Allowing users to define a customizable template to extract/map data 3. Applying a logic system to the data/information records to automatically detect anomalies and repair records 4. Allowing users to define/select a customizable template and format repaired data/information to make it suitable for additional analyses The approach will utilize data/information on part failures; flight hours; number of aircraft landings; maintenance hours per repair; maintenance procedure content; part costs; part nomenclature; historical information on"mishaps", and other disparate data elements as part of a software tool that extracts, transforms and detects/repairs dataset anomalies in preparation for Naval Aviation Maintenance & Supply Model (NAMSM) analyses, eliminating the need for most manual intervention. Due to the data/information-independence and user-customizable capabilities of the approach, it will have broad applicability throughout the DoD, other government agencies and numerous commercial/industrial market segments not limited to reliability, availability and maintainability analyses.

* information listed above is at the time of submission.

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