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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Fuzzy Inference Based Monitoring, Diagnostics, and Prognostics

Fuzzy Inference Based Monitoring, Diagnostics, and Prognostics

Garvey, Dustin

Paperback

Technology & Engineering

ISBN10: 3639147324
ISBN13: 9783639147322
Publisher: Blues Kids Of Amer
Published: Apr 21 2009
Pages: 436
Weight: 1.40
Height: 0.97 Width: 6.00 Depth: 9.00
Language: English
To date the majority of the research related to the development and application of monitoring, diagnostic, and prognostic systems has been exclusive in the sense that only one of the three areas is the focus of the work. While previous research progresses each of the respective fields, the end result is a variable grab bag of techniques that address each problem independently. Also, the new field of prognostics is lacking in the sense that few methods have been proposed that produce estimates of the remaining useful life (RUL) of a device or can be realistically applied to real-world systems. This work addresses both problems by developing the nonparametric fuzzy inference system (NFIS) which is adapted for monitoring, diagnosis, and prognosis and then proposing the path classification and estimation (PACE) model that can be used to predict the RUL of a device that does or does not have a well defined failure threshold.

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