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Keywords: time series
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Journal Articles
Article Type: Research Papers
J. Dyn. Sys., Meas., Control. November 2011, 133(6): 061017.
Published Online: November 21, 2011
...Gregory Hagen We present algorithms based on stochastic averaging for estimating nonlinear feedback parameters obtained from time series data with application to noise-driven nonlinear vibration systems, with particular emphasis on limit-cycling thermo-acoustic systems. The harmonic and Gaussian...
Journal Articles
Article Type: Model Validation And Identification
J. Dyn. Sys., Meas., Control. November 2010, 132(6): 061402.
Published Online: October 28, 2010
...James R. McCusker; Kourosh Danai; David O. Kazmer Model validation is the procedure whereby the fidelity of a model is evaluated. The traditional approaches to dynamic model validation consider model outputs and observations as time series and use their similarity to assess the closeness...
Journal Articles
Article Type: Technical Papers
J. Dyn. Sys., Meas., Control. May 2007, 129(3): 285–293.
Published Online: August 23, 2006
...K. Krishnan Nair; Anne S. Kiremidjian In this paper, a time series based detection algorithm is proposed utilizing the Gaussian Mixture Models. The two critical aspects of damage diagnosis that are investigated are detection and extent. The vibration signals obtained from the structure are modeled...
Journal Articles
Article Type: Technical Papers
J. Dyn. Sys., Meas., Control. March 2005, 127(1): 125–132.
Published Online: May 10, 2005
... is demonstrated on simulated numerical data and time series data measured from an eight degree-of-freedom spring-mass system. Contributed by the Dynamic Systems, Measurement, and Control Division of THE AMERICAN SOCIETY OF MECHANICAL ENGINEERS for publication in the ASME JOURNAL OF DYNAMIC SYSTEMS...
Journal Articles
Article Type: Technical Papers
J. Dyn. Sys., Meas., Control. December 2001, 123(4): 706–711.
Published Online: February 7, 2001
...Hoon Sohn; Charles R. Farrar; Norman F. Hunter; Keith Worden This paper casts structural health monitoring in the context of a statistical pattern recognition paradigm. Two pattern recognition techniques based on time series analysis are applied to fiber optic strain gauge data obtained from two...
Journal Articles
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. March 2001, 123(1): 145–146.
Published Online: February 10, 1998
.... The validation curves attain minima of zero at the boundaries of the validation gate. These in turn are determined by the largest physically possible change a system—in our example vehicles of the IVHS—can undergo in one time step. A fuzzy exponential weighted moving average time series predictor determines...
Topics: Sensors, Vehicles