Statistical process control based fault detection of CHP units

Control Engineering Practice

Volumn 8, Issue 1, 2000, Pages 13-20

  Thomson, M ^a   Twigg, P M ^a   Majeed, B A ^b   Ruck, N ^c  

^a MANCHESTER METROPOLITAN UNIVERSITY   (United Kingdom)

^b KHALIFA UNIVERSITY   (United Arab Emirates)

^c Piccadilly House Broadway M5 2UW   (United Kingdom)

Author keywords

Combined heat and power; Fault diagnosis; Heat exchanger fouling; Statistical process control

Indexed keywords

COGENERATION PLANTS; COOLING SYSTEMS; HEAT EXCHANGERS; IDENTIFICATION (CONTROL SYSTEMS);

COMBINED HEAT AND POWER (CHP) UNITS;

STATISTICAL PROCESS CONTROL;

COMBINED HEAT AND POWER; FAULT DIAGNOSIS; FOULING; HEAT EXCHANGER; PROCESS CONTROL; STATISTICAL ANALYSIS;

EID: 0034123985     PISSN: 09670661     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0967-0661(99)00126-4     Document Type: Article

References (28)

1. Alwin L.C., Roberts H.V. Time series modelling for statistical process control. Journal of Business and Economics Statistics. 6:1989;87-95.
2. Box G.E.P., Jenkins G.M. Time series analysis, forecasting and control. 1976;Holden Day, Oakland CA.
3. Brown R.G. Statistical forecasting for inventory control. 1959;McGraw-Hill, New York.
4. Brown R.G. Smoothing, forecasting and prediction of discrete time series. 1962;Prentice-Hall, London.
5. Chandrasekaran S., English J.R., Disney R.L. Modelling and analysis of EWMA control schemes with variance adjusted control limits. IIE Transactions. 27(3):1995;282-290.
6. Cook D.F. Statistical process control for continuous forest products manufacturing operations. Forest Products Journal. 42(7-8):1992;47-53.
7. Cox D.R. Prediction by exponentially weighted moving averages and related methods. Journal of the Royal Statistical Society B. 23:1961;414-442.
8. Crowder S.V. Design of exponentially weighted moving average schemes. Journal of Quality Technology. 21:1989;155-162.
9. Energy Efficiency Office (1989). Guidance notes for the implementation of small scale packaged combined heat and power. Energy Efficiency Office Good practice guide 1. London: Energy Efficiency Office.
10. Energy Efficiency Office (1990). Introduction to small scale combined heat and power. Energy Efficiency Office Good practice guide 3. London: Energy Efficiency Office.
11. Hunter J.S. Statistical design applied to product design. Journal of Quality Technology. 17:1985;210-221.
12. Hunter J.S. The exponentially weighted moving average. Journal of Quality Technology. 18:1986;203-209.
13. Lucas J.M., Saccucci M.S. Exponentially weighted moving average control schemes: properties and enhancements. Technometrics. 32:1990;1-29.
14. MacGregor J.F. On-line statistical process control. Chemical Engineering Progress. 84(10):1988;21-31.
15. MacGregor J.F., Harris T.J. Exponentially weighted moving average control schemes - properties and enhancements - Discussion. Technometrics. 32(1):1990;23-26.
16. Mastrangelo C.M., Montgomery D.C. SPC with correlated observations for the chemical and process industries. Quality and Reliability Engineering. 11(2):1995;79-89.
17. Montgomery D.C. Introduction to statistical quality control. 2nd ed. 1991;Wiley, New York.
18. Montgomery D.C., Johnson L.A., Gardiner J.S. Forecasting and Time-Series Analysis. 2nd ed. 1990;McGraw-Hill, New York.
19. Montgomery D.C., Mastrangelo C.M. Some statistical process control methods for autocorrelated data. Journal of Quality Technology. 23:1991;179-193.
20. Muth J.F. Optimal properties of exponentially weighted forecasts. Journal of the American Statistical Association. 55:1960;299-306.
21. Ng C.H. Development and evaluation of control charts using exponentially weighted moving averages. Journal of Quality Technology. 21:1989;242-250.
22. Roberts S.W. Control chart tests based on exponentially weighted moving average. Technometrics. 1:1959;239-250.
23. Stewart K.B. A new weighted average. Technometrics. 12:1970;247-258.
24. Sweet A.L. Control charts using coupled exponentially weighted moving average. IIE Transactions. 18:1986;26-33.
25. Trigg D.W., Leach A.G. Exponential smoothing with an adaptive response rate. Operational Research Quarterly. 18:1969;53-59.
26. Twigg P.M., Thomson M. On-line noise measurement for adaptive SPC loop control. Transactions of Instrument Measurement and Control. 17(3):1995;112-119.
27. Twigg, P. M., Thomson, M., Majeed, B. A., & Ruck, N. (1995). Fault detection of heat exchanger fouling for combined heat and power units using statistical process control techniques. Advances in Process Control, vol. 4 (pp.23-30) York: IChemE.
28. Yourstone S.A., Montgomery D.C. Detection of process upsets - sample autocorrelation control chart and group autocorrelation control chart applications. Quality and Reliability Engineering International. 7:1991;133-140.