Integrated predictive diagnostics: An expanded view

Robert J. Hansen; David L. Hall; G. William Nickerson; Shashi Phoha

doi:10.1115/96-GT-034

Integrated predictive diagnostics: An expanded view

Robert J. Hansen, David L. Hall, G. William Nickerson, Shashi Phoha

Applied Research Laboratory (ARL)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In a previous paper (Hansen et al., 1995), a conceptual framework for developing a true prognostic or predictive diagnostic capability was described. The current paper expands on this framework by describing micro-mechanical and dynamic models, sensors and data fusion, signal processing, approximate reasoning, distributed architecture, and human factors research and development being conducted to provide such a capability for a broad range of applications. These include both autonomous and man-in-the-loop decision making about maintenance actions and local and geographically distributed monitoring and data analysis architectures.

Original language	English (US)
Title of host publication	Manufacturing Materials and Metallurgy; Ceramics; Structures and Dynamics; Controls, Diagnostics and Instrumentation; Education; General
Publisher	American Society of Mechanical Engineers
ISBN (Electronic)	9780791878767
DOIs	https://doi.org/10.1115/96-GT-034
State	Published - 1996
Event	ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996 - Birmingham, United Kingdom Duration: Jun 10 1996 → Jun 13 1996

Publication series

Name	ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996
Volume	5

Other

Other	ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996
Country/Territory	United Kingdom
City	Birmingham
Period	6/10/96 → 6/13/96

All Science Journal Classification (ASJC) codes

Energy Engineering and Power Technology
Fuel Technology
Nuclear Energy and Engineering
Aerospace Engineering
Mechanical Engineering

Access to Document

10.1115/96-GT-034

Cite this

Hansen, R. J., Hall, D. L., Nickerson, G. W., & Phoha, S. (1996). Integrated predictive diagnostics: An expanded view. In Manufacturing Materials and Metallurgy; Ceramics; Structures and Dynamics; Controls, Diagnostics and Instrumentation; Education; General (ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996; Vol. 5). American Society of Mechanical Engineers. https://doi.org/10.1115/96-GT-034

Hansen, Robert J. ; Hall, David L. ; Nickerson, G. William et al. / Integrated predictive diagnostics : An expanded view. Manufacturing Materials and Metallurgy; Ceramics; Structures and Dynamics; Controls, Diagnostics and Instrumentation; Education; General. American Society of Mechanical Engineers, 1996. (ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996).

@inproceedings{f3b2fc6766444ec78969e84b206edb0d,

title = "Integrated predictive diagnostics: An expanded view",

abstract = "In a previous paper (Hansen et al., 1995), a conceptual framework for developing a true prognostic or predictive diagnostic capability was described. The current paper expands on this framework by describing micro-mechanical and dynamic models, sensors and data fusion, signal processing, approximate reasoning, distributed architecture, and human factors research and development being conducted to provide such a capability for a broad range of applications. These include both autonomous and man-in-the-loop decision making about maintenance actions and local and geographically distributed monitoring and data analysis architectures.",

author = "Hansen, {Robert J.} and Hall, {David L.} and Nickerson, {G. William} and Shashi Phoha",

note = "Publisher Copyright: Copyright {\textcopyright} 1996 by ASME.; ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996 ; Conference date: 10-06-1996 Through 13-06-1996",

year = "1996",

doi = "10.1115/96-GT-034",

language = "English (US)",

series = "ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996",

publisher = "American Society of Mechanical Engineers",

booktitle = "Manufacturing Materials and Metallurgy; Ceramics; Structures and Dynamics; Controls, Diagnostics and Instrumentation; Education; General",

}

Hansen, RJ, Hall, DL, Nickerson, GW & Phoha, S 1996, Integrated predictive diagnostics: An expanded view. in Manufacturing Materials and Metallurgy; Ceramics; Structures and Dynamics; Controls, Diagnostics and Instrumentation; Education; General. ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996, vol. 5, American Society of Mechanical Engineers, ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996, Birmingham, United Kingdom, 6/10/96. https://doi.org/10.1115/96-GT-034

Integrated predictive diagnostics: An expanded view. / Hansen, Robert J.; Hall, David L.; Nickerson, G. William et al.
Manufacturing Materials and Metallurgy; Ceramics; Structures and Dynamics; Controls, Diagnostics and Instrumentation; Education; General. American Society of Mechanical Engineers, 1996. (ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996; Vol. 5).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Integrated predictive diagnostics

T2 - ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996

AU - Hansen, Robert J.

AU - Hall, David L.

AU - Nickerson, G. William

AU - Phoha, Shashi

PY - 1996

Y1 - 1996

N2 - In a previous paper (Hansen et al., 1995), a conceptual framework for developing a true prognostic or predictive diagnostic capability was described. The current paper expands on this framework by describing micro-mechanical and dynamic models, sensors and data fusion, signal processing, approximate reasoning, distributed architecture, and human factors research and development being conducted to provide such a capability for a broad range of applications. These include both autonomous and man-in-the-loop decision making about maintenance actions and local and geographically distributed monitoring and data analysis architectures.

AB - In a previous paper (Hansen et al., 1995), a conceptual framework for developing a true prognostic or predictive diagnostic capability was described. The current paper expands on this framework by describing micro-mechanical and dynamic models, sensors and data fusion, signal processing, approximate reasoning, distributed architecture, and human factors research and development being conducted to provide such a capability for a broad range of applications. These include both autonomous and man-in-the-loop decision making about maintenance actions and local and geographically distributed monitoring and data analysis architectures.

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M3 - Conference contribution

AN - SCOPUS:84930460327

T3 - ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996

BT - Manufacturing Materials and Metallurgy; Ceramics; Structures and Dynamics; Controls, Diagnostics and Instrumentation; Education; General

PB - American Society of Mechanical Engineers

Y2 - 10 June 1996 through 13 June 1996

ER -

Hansen RJ, Hall DL, Nickerson GW, Phoha S. Integrated predictive diagnostics: An expanded view. In Manufacturing Materials and Metallurgy; Ceramics; Structures and Dynamics; Controls, Diagnostics and Instrumentation; Education; General. American Society of Mechanical Engineers. 1996. (ASME 1996 International Gas Turbine and Aeroengine Congress and Exhibition, GT 1996). doi: 10.1115/96-GT-034

Integrated predictive diagnostics: An expanded view

Abstract

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All Science Journal Classification (ASJC) codes

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