A neuro-fuzzy controller for a stoker-fired boiler, based on behavior modeling

Control Engineering Practice

Volumn 7, Issue 4, 1999, Pages 469-481

  Li, Wei ^a   Chang, Xiaoguang ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Behavior modeling; Boiler control; Fuzzy logic control; Industrial control

Indexed keywords

BOILERS; CONTROL NONLINEARITIES; CONTROL SYSTEM SYNTHESIS; FUZZY SETS; MATHEMATICAL MODELS; ONLINE SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS); UNCERTAIN SYSTEMS;

BEHAVIOR MODELING; COMBUSTION CONTROL; INDUSTRIAL CONTROL; NEURO FUZZY CONTROLLER; STOKER FIRED BOILER;

FUZZY CONTROL;

BOILER; COMBUSTION; CONTROL SYSTEM; FUZZY MATHEMATICS;

EID: 0032836639     PISSN: 09670661     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0967-0661(98)00204-4     Document Type: Article

References (12)

1. Berenji, H.R., & Khedkar, P. (1992). Learning and tuning fuzzy logic controllers through reinforcements. IEEE Trans. Neural Networks, 3(6), 724-740.
2. Braae, M., & Rutherford, D.A. (1979). Theoretical and linguistic aspects of the fuzzy logic controller. Automatica, 15, 553-577.
3. Dukelow, S.G. (1991). The control of boilers (2nd ed.)., Instrument Society of America.
4. Gunn, D., & Robert, H. (1989). Industrial boilers, Longman Scientific and Technical, Longman Group UK Limited.
5. Jang, J.S.R. (1992). Self-Learning fuzzy controllers based on temporal back propagation. IEEE Trans. Neural Networks, 3(6), 714-723.
6. Li, W. (1993). Fuzzy control of robotic manipulators in the presence of joint friction and loads changes. Proc. ASME Int. Computers in Engineering Conference.
7. Li, W. (1994) Optimization of a fuzzy logic controller using neural network. Proc. (FUZZ-IEEE '94) IEEE World Congress on Computational Intelligence vol. 1, pp. 223-227.
8. Li, W. (1997). A method for design of a hybrid neuro-fuzzy control system based on behavior modelling. IEEE Trans. Fuzzy Systems, 5(1), 128-137.
9. Li, W., Chang, X.G., Wang, Y.Q., & Ma, C.Y. (1997). Design of fuzzy logic controller for combustion control of stoker-fired boilers based on behavior modeling. Proc. IEEE Int. Conference on Fuzzy Systems, (pp. 453-458).
10. Procyk, T.J., & Mamdani, E.H. (1979). A linguistic self-organizing process controller. Automatica, 15, 15-30.
11. Scharf, E.M., & Mandic, N.J. (1985). The application of a fuzzy controller to the control of a multi-degree-freedom robot arm. Ind. Appl. Fuzzy Control, 41-61.
12. Tzafestas, S., & Papanikolopoulos, N. (1990). Incremental fuzzy expert PID control. IEEE Trans. Ind. Electron. 37, 365-371.