Title :
Application of fuzzy control to a road tunnel ventilation system
Author :
Chen, Ping-Ho ; Lin, Chin-Teng
Author_Institution :
Dept. of Electron., Chung Shan Inst. of Sci. & Technol., Taoyuan, Taiwan
Abstract :
This paper deals with the serious problems of a ventilation system in a large road tunnel. Higher visibility and lower concentration of carbon monoxide are the key issues concerning the ventilation system. Prior to designing the fuzzy control model, a configuration layout of the ventilation system including sensing, control and traffic prediction as well is conceptually constructed. Based on the layout that offers assignments of sensors and control elements, a fuzzy logic control model is developed. Membership functions of sensor errors and control increments are physically submitted in order to set up the fuzzy logic rules. Timing and spacing filtering in terms of weighting approaches is employed in the fuzzy logic rules. A dynamic equation describing the concentration of air pollution is also given so as to cooperate with the fuzzy logic rules and to play roles in the computer simulation. The result of computer simulation reveals that the structure can be an observer to work off line with real road tunnels
Keywords :
air pollution control; digital simulation; fuzzy control; road traffic; road vehicles; traffic recording; ventilation; visibility; CO; carbon monoxide; configuration layout; control elements assignment; fuzzy control; fuzzy logic rules; membership functions; road tunnel ventilation system; sensor errors; sensors assignments; spacing filtering; timing; traffic prediction; visibility; Carbon dioxide; Chemical elements; Computer simulation; Control system synthesis; Fuzzy control; Fuzzy logic; Predictive models; Roads; Traffic control; Ventilation;
Conference_Titel :
Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-3645-3
DOI :
10.1109/FUZZY.1996.552632