Industrial & Engineering Chemistry Research · 2004 · 36 citations · 7 references
EngineeringChemical EngineeringChemistryChemical KineticsProcess ControlReaction EngineeringHeat Transfer In ReactorsReactor DynamicsReactor KineticsReactor ModelingAnomalous Flow BehaviorDivergenceNoise Analysis In ReactorsReaction Kinetics Modeling
The divergence criterion allows detection in advance runaway initiation. When divergence (div) is greater than zero, this indicates that the reactor is moving to a dangerous state. In this work, a series of experiments have been carried out in a pilot-plant reactor, using the esterification reaction between 2-propanol and propionic anhydride, in order to assess the performances of a developed algorithm to calculate div online using temperature or pressure data. Furthermore, the model developed for this process allows a comparison between simulated and experimentally reconstructed divergences. The results show that a good agreement is obtained for the runaway experiments, whereas for near-runaway conditions, the presence of “noise” in the data shows the necessity to establish a limit value for the divergence, i.e., div > lim. In any case, we show that this methodology can be applied online to detect anomalous behavior in chemical reactors.
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Norman H. Packard, James P. Crutchfield, J. Doyne Farmer et al. · Physical Review Letters · 1980 · 3.9K citations
On‐Line runaway detection in batch reactors using chaos theory techniques
Fernanda Strozzi, J.M. Zaldı́var, A. Kronberg et al. · AIChE Journal · 1999 · 102 citations