FAULT ESTIMATOR DESIGN USING DATA DRIVEN H∞ TECHNIQUE

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SALIM M.; KHOSROUJERDI M.J.

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Journal Paper

Paper Information

Journal: TABRIZ JOURNAL OF ELECTRICAL ENGINEERING Year:2017 | Volume:46 | Issue:4 (78) Page(s): 0-0

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Title

FAULT ESTIMATOR DESIGN USING DATA DRIVEN H∞ TECHNIQUE

Author(s)

SALIM M. | KHOSROUJERDI M.J. | Issue Writer Certificate

Keywords

FAULT ESTIMATION

H∞ CONTROL

SUBSPACE PREDICTOR ALGORITHM

DATA DRIVEN FAULT DETECTION

Abstract

In this paper, a data driven method for FAULT ESTIMATION in control systems is proposed. The FAULT ESTIMATION problem is formulated as a time domain control problem and the H∞ technique is applied for solving it. The mathematical model is assumed to be unknown and only input/output (I/O) data are used for detector design. Minimizing the FAULT ESTIMATION error is considered as the fault detection performance measure. Also, since the estimated fault plays the role of a virtual control input, a cost is defined on it to avoiding the H∞ CONTROL problem being singular. These measures are achieved by tuning a scalar parameter and some weighting matrices. An easily implementable design algorithm summarizes the methodology presented in the paper. The proposed algorithm is applied to a numerical example in order to illustrate its effectiveness.

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APA: Copy

SALIM, M., & KHOSROUJERDI, M.J.. (2017). FAULT ESTIMATOR DESIGN USING DATA DRIVEN H∞ TECHNIQUE. TABRIZ JOURNAL OF ELECTRICAL ENGINEERING, 46(4 (78)), 0-0. SID. https://sid.ir/paper/687682/en

Vancouver: Copy

SALIM M., KHOSROUJERDI M.J.. FAULT ESTIMATOR DESIGN USING DATA DRIVEN H∞ TECHNIQUE. TABRIZ JOURNAL OF ELECTRICAL ENGINEERING[Internet]. 2017;46(4 (78)):0-0. Available from: https://sid.ir/paper/687682/en

IEEE: Copy

M. SALIM, and M.J. KHOSROUJERDI, “FAULT ESTIMATOR DESIGN USING DATA DRIVEN H∞ TECHNIQUE,” TABRIZ JOURNAL OF ELECTRICAL ENGINEERING, vol. 46, no. 4 (78), pp. 0–0, 2017, [Online]. Available: https://sid.ir/paper/687682/en

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