Time series models for forecasting wastewater treatment plant performance

Water Research

Volumn 30, Issue 8, 1996, Pages 1865-1875

  Berthouex, P M ^a   Box, George E ^a  

^a UNIVERSITY OF WISCONSIN MADISON   (United States)

Author keywords

ARIMA models; EWMA; Forecasts; IMA models; Moving average; Process upsets; Time series models; Wastewater treatment

Indexed keywords

ARTICLE; BIOCHEMICAL OXYGEN DEMAND; EFFLUENT; FORECASTING; MODEL; OPERATOR; PRIORITY JOURNAL; SUSPENDED PARTICULATE MATTER; TIME; WASTE WATER MANAGEMENT; WASTE WATER TREATMENT PLANT; WATER QUALITY;

BIOCHEMICAL OXYGEN DEMAND; CALCULATIONS; EFFLUENTS; FORECASTING; MATHEMATICAL MODELS; PERFORMANCE; TIME SERIES ANALYSIS; TRANSFER FUNCTIONS; WATER TREATMENT PLANTS;

ARIMA MODELS; EFFLUENT QUALITY; EXPONENTIALLY WEIGHTED MOVING AVERAGE; IMA MODELS; TIME SERIES MODELS;

WASTEWATER TREATMENT;

EFFLUENT TREATMENT; FORECASTING; WASTE WATER;

EID: 0030201437     PISSN: 00431354     EISSN: None     Source Type: Journal    
DOI: 10.1016/0043-1354(96)00063-2     Document Type: Article

References (7)

1. Berthouex, P. M. and R. Fan (1986). Evaluation of treatment plant performance: cause, frequency and duration of upsets. J. Wat. Poll. Com. Fed. 58, 368-375.
2. Box, G. E. P. and D. R. Cox (1964). An analysis of transformations. J. Royal Stat. Soc. Series B, 26, 211-252.
3. Box, G. E. P., W. G. Hunter and J. S. Hunter (1978). Statistics for Experimenters: An Introduction to Design, Data Analysis, and Model Building. Wiley, New York.
4. Box, G. E. P. and G. M. Jenkins (1976). Time Series Analysis - Forecasting and Control. Holden Day, San Francisco, CA.
5. Box, G. E. P., G. M. Jenkins and G. C. Reinsel (1994). Time Series Analysis: Forecasting and Control. Englewood Cliffs, NJ, Prentice-Hall.
6. Draper, N. R. and H. Smith (1964). Applied Regression Analysis. John Wiley & Sons, New York.
7. Liu, L. M. and G. B. Hudak (1992). Forecasting and Time Series Analysis Using the SCA Statistical System. DeKalb, IL, Scientific Computing Associates.