Multi-platform Airplane Health Management

Clark, G.J.; Vian, John; West, M. E.; Syrmos, V.L.; Randolph, W.F.; Hardman, William

doi:10.1109/aero.2007.352944

Cited by 13 publications

(2 citation statements)

References 24 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The key argument in this view is that health management technology can only be deployed effectively if it is compatible with the maintenance and logistics processes with which it interfaces. Wilmering and Ofsthun (2006), Clark et al (2007), and Keller et al (2007) present an approach focused on the application of systems engineering principles and the application of generalized frameworks for developing and integrating health management solutions. The underlying argument in this view is that a loosely coupled application development and integration framework supports information flow between the tools required to develop health management solutions.…”

Section: Introductionmentioning

confidence: 99%

Enterprise health management framework - A holistic approach for technology planning, R&D collaboration and transition

Dabney¹,

Hernández

Scandura

et al. 2008

2008 International Conference on Prognostics and Health Management

View full text Add to dashboard Cite

Health management technologies are critical for detecting and predicting impending system faults before actual failures occur, initiating fault mitigation, and producing data to enable proactive logistics planning and fleet operations decision processes. While early indications in certain initiatives within the government and commercial sectors are beginning to show promising results, the authors observe that there is a need to develop a holistic, systems engineering approach to facilitate program needs assessment, health management technology planning, coordinated research and development, and effective transition of emerging health management capabilities to both new and legacy platforms. Health management, unlike other platform capabilities, is not a self-contained, stand-alone "system", but is rather an integral part of every subsystem, system, the entire platform, and ultimately affects the entire logistics support enterprise. This holistic view requires a new mindset within our industry.The authors propose that what is needed is a systems engineering approach that would be used throughout an enterprise for technology planning, research and development collaboration and effective transition to operational programs. The proposed systems engineering approach provides an Enterprise Health Management (EHM) Framework for assessing operational needs and business case, identifying technology gaps, roadmaps and collaboration opportunities, assessing enterprise integration constraints and transition planning. This paper discusses the conceptual EHM Framework, some examples of the potential benefits, and the critical implementation issues.

show abstract

Section: Introductionmentioning

confidence: 99%

Enterprise health management framework - A holistic approach for technology planning, R&D collaboration and transition

Dabney¹,

Hernández

Scandura

et al. 2008

2008 International Conference on Prognostics and Health Management

View full text Add to dashboard Cite

show abstract

“…The overall goal of the effort is to establish state-of-the-art means to of the Naval Air Warfare Center. efficiently access, store and process the vast and diverse health management data available from military and commercial aerospace vehicles [11][12][13]. This is being accomplished by providing common methods for data storage and retrieval of various types of onboard-and offboard-generated data from multiple aircraft types [14].…”

Section: Introductionmentioning

confidence: 99%

Multi Source Data Integration for Aircraft Health Management

Ortiz

Clark

Babbar

et al. 2008

2008 IEEE Aerospace Conference

Self Cite

View full text Add to dashboard Cite

Modem aircraft are capable of generating and collecting massive quantities of data from flight recorders, maintenance reports, logistics, and mission-readiness reporting systems. Current aircraft system health management schemes are developed based on data sources consisting of the aircraft's system operational conditions or maintenance and repair actions; however, crucial information regarding flight condition and situational parameters are often disregarded or used in a limited sense for diagnostics due to data accessibility issues or what can be an overwhelming volume of time-series data that is collected from modem onboard aircraft data recorders. With improved access to multiple sources of aircraft data, diagnostics and prognostics capabilities may be improved allowing flight crews, engineering, maintenance, and logistics users of an interoperable data system to make more informed decisions. Improved knowledge of the actual aircraft condition, usage and component life monitoring can significantly reduce aircraft Operations and Support (O&S) costs. In addition, integrating multiple sources of aircraft data can reduce Total Ownership Cost (TOC), enhance mission safety and improve aircraft performance. There is a need to develop a multi-source data integration architecture for analyzing vast quantities of disparate data obtained from both onboard and off-board data sources. The multi-source data integration will be able to accurately combine disparate data and establish interconnectivity between distinct data sources to significantly improve data interoperability across multiple data sources. This type of information fusion can serve as the basis for developing advanced diagnostic and prognostic algorithms for legacy, current, and nextgeneration commercial and military aircraft.1 23 1 1 1-4244-1488-

show abstract

Application Research of General Aircraft Fault Prognostic and Health Management Technology

Changsheng¹,

Li²,

Liu³

et al. 2018

Proceedings of the Fifth Euro-China Conference on Intelligent Data Analysis and Applications

View full text Add to dashboard Cite

Multi-platform Airplane Health Management

Cited by 13 publications

References 24 publications

Enterprise health management framework - A holistic approach for technology planning, R&D collaboration and transition

Enterprise health management framework - A holistic approach for technology planning, R&D collaboration and transition

Multi Source Data Integration for Aircraft Health Management

Application Research of General Aircraft Fault Prognostic and Health Management Technology

Contact Info

Product

Resources

About

Multi-platform Airplane Health Management

Cited by 13 publications

References 24 publications

Enterprise health management framework - A holistic approach for technology planning, R&#x00026;D collaboration and transition

Enterprise health management framework - A holistic approach for technology planning, R&#x00026;D collaboration and transition

Multi Source Data Integration for Aircraft Health Management

Application Research of General Aircraft Fault Prognostic and Health Management Technology

Contact Info

Product

Resources

About

Enterprise health management framework - A holistic approach for technology planning, R&D collaboration and transition

Enterprise health management framework - A holistic approach for technology planning, R&D collaboration and transition