Title :
Fuzzy modelling in energetic
Author :
Penninger, Antal ; Tari, Tibor ; Könczöl, Sändor ; Köczy, Låszló T. ; Várlaki, Péter
Author_Institution :
Dept. of Heat Eng., Budapest Univ. of Technol. & Econ., Hungary
Abstract :
Application of fuzzy control in consumer electronics is a daily practice. In energetic there are also promising areas, especially in power industry, air conditioning and heating technology. We attempt to apply fuzzy control technique to small household boilers. A demonstration of this application is presented in this paper. The goal was to keep the outcome temperature of the domestic hot water at a given constant value; meanwhile the temperature of the incoming water was changed. We also examined the effects of the regular and random perturbation in the input mass flow. At last we pointed out some potential possibilities of this development in the increase of the energetic and environmental effectiveness. In the first step, the control algorithm is based on the well-known classic Mamdani approach, because in this system the number of variables is small. However, in further prospective systems we integrate several components and our intention is to use various complexity reduction approaches especially fuzzy rule interpolation techniques. At these complex systems the hierarchical interpolative fuzzy control are reasonable and applicable
Keywords :
consumer electronics; fuzzy control; heating; interpolation; knowledge based systems; air conditioning; classic Mamdani approach; consumer electronics; domestic hot water; environmental effectiveness; fuzzy control; fuzzy control technique; fuzzy rule interpolation; heating technology; hierarchical interpolative fuzzy control; household boilers; input mass flow; power industry; Air conditioning; Boilers; Consumer electronics; Control systems; Fuzzy control; Fuzzy systems; Heating; Interpolation; Power industry; Temperature;
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
DOI :
10.1109/NAFIPS.2001.943678