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Robustness improvement in multi-rate state estimation
Conference proceeding

Robustness improvement in multi-rate state estimation

N Zambare, M Soroush, B.A Ogunnaike and AACC
Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148), v 2, pp 993-998 vol.2
2001

Abstract

Delay effects Estimation error Pi control Proportional control Robust control Robustness Sampling methods State estimation Time measurement Upper bound
A method of robust, nonlinear, multi-rate, state estimator design is presented. It can be used to improve robustness in an existing estimator or design a new robust estimator. An expression that can be used to calculate an upper bound on the maximum sampling period and time delay of infrequent measurements, is presented. The upper bound is the latest time at which the next infrequent measurements should arrive to ensure that estimation error does not exceed a desired limit. A binary distillation flash tank is considered to show the application and performance of the estimator.

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Automation & Control Systems
Engineering, Electrical & Electronic
Robotics
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