篇名 | Adaptive Two-Stage Fuzzy Temperature Control for an Electroheat System |
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卷期 | 11:1 |
作者 | Chih-Hu Wang 、 Chun-Hung Lin 、 Bore-Kuen Lee 、 Chien-Nan Jimmy Liu 、 Chauchin Su |
頁次 | 059-066 |
關鍵字 | adaptive fuzzy control 、 temperature control-ler 、 EI 、 SCI 、 SCIE 、 Scopus |
出刊日期 | 200903 |
In this paper, we construct a simple adaptive two-stage fuzzy temperature tracking controller for a commercial electroheat system. Being not well iso-lated from the environment, it is hard to build an analytical model for the system due to heat convec-tion caused by a fan for heat mixing in the chamber, heat leakage to the environment, variation of the en-vironment temperature, and uncertain nonlinear heating dynamics. Also, as a commercial product by using cheap heater coils and without equipping a cooling system, this system usually has a bad tran-sient response such as a long rise time, a large over-shoot, and a long settling time. Moreover, tempera-ture tracking at the steady-state phase is not easy to maintain due to heat interaction with the environ-ment. Here, in the presence of the unknown system dynamics, we use a two-stage fuzzy controller to im-prove the transient response. Furthermore, a simple fine-tuning adaptive control scheme is proposed to overcome environmental influence and ensure track-ing of the temperature setting. Simulation study and experimental results show good performance of the adaptive fuzzy temperature control system.