Prediction of extreme temperatures in a reactor using measurements affected by control action

Technometrics

Volumn 45, Issue 2, 2003, Pages 159-168

  Logsdon, John ^a   Wilson, Granville Tunnicliffe ^b   Scarrott, Carl ^c  

^a LANCASTER UNIVERSITY   (United Kingdom)

^b LANCASTER UNIVERSITY   (United Kingdom)

^c CENTRE FOR ECOLOGY AND HYDROLOGY   (United Kingdom)

Author keywords

Extremal index; Generalized Pareto distribution; Spatial interpolation

Indexed keywords

CHEMICAL REACTORS; CONTROL; FORECASTING; INTERPOLATION; MATHEMATICAL MODELS; PARETO PRINCIPLE; POISSON DISTRIBUTION; RISK ASSESSMENT; THERMOCOUPLES;

EXTREMAL INDEX; GENERALIZED PARETO DISTRIBUTION; HISTOGRAMS; SPATIAL INTERPOLATION;

TEMPERATURE MEASUREMENT;

EID: 2342535682     PISSN: 00401706     EISSN: None     Source Type: Trade Journal    
DOI: 10.1198/004017003188618797     Document Type: Article

References (9)

1. Davison, A. C., and Smith, R. L. (1990), "Models for Exceedences Over High Thresholds," Journal of the Royal Statistical Society, Ser. B, 59, 393-425.
2. Hastie, T. J., and Tibshirani, R. J. (1990), Generalized Additive Models, New York: Chapman & Hall.
3. Laycock, P. J., and Scarf, P. A. (1993), "Exceedences, Extremes, Extrapolation and Order Statistics for Pits, Pitting and Other Localised Corrosion Phenomena," Corrosion Science, 35, 135-145.
4. Leadbetter, M. R., Weissman, I., de Haan, L., and Rootzén, H. (1989), "On Clustering of High Levels in Statistically Stationary Series," in Proceedings of the Fourth International Statistical Climatology, ed. J. Sansom, Wellington, NZ: New Zealand Meteorological Service.
5. Pickands, J. (1975), "Statistical Inference Using Extreme Order Statistics," The Annals of Statistics, 3, 119-131.
6. Scarrott, C. J., and Tunnicliffe Wilson, G. (2001a), "Building a Statistical Model to Predict Reactor Temperatures," Journal of Applied Statistics, 28, 497-504.
7. _ (2001b), "Spatial Spectral Estimation for Reactor Modeling and Control," in Proceedings of the Section on Quality and Productivity, American Statistical Association, pp. 130-135.
8. Smith, R. L., and Weissman, I. (1994), "Estimating the Extremal Index," Journal of the Royal Statistical Society, Ser. B, 56, 515-528.
9. Tawn, J. (1992), "Estimating Probabilities of Extreme Sea Levels," Applied Statistics, 41, 77-93.