چکیده مقاله
A novel combinatorial adaptive type 2 neuro fuzzy soft computing technique and robust proportional integral derivative PID framework for intelligent structural control is presented The fuzzy logic controllers FLCs , are designed independently of the mathematical model of the system The type 1 FLCs, have a limited ability to reduce the effect of uncertainty, due to their fuzzy sets with a crisp degree of membership In real applications, the consequent part of the fuzzy rules is uncertain The type 2 FLCs, are robust to the fuzzy rules and the process parameters due to the fuzzy degree of membership functions and footprint of uncertainty FOU The adaptivity of the proposed method is provided with the optimum tuning of the parameters using the neural network training algorithms In this approach, The PID control force is obtained using the generalized type 2 neuro fuzzy in such a way that the stability and robustness of the controller are guaranteed The robust performance and stability of the presented framework are demonstrated in a numerical study for an eleven story seismically excited building structure combined with an active tuned mass damper ATMD The results indicate that the introduced type 2 neuro fuzzy PID control scheme is effective to attenuate plant states in the presence of the structured and unstructured uncertainties, compared to the conventional, type 1 FLC, type 2 FLC, and type 1 neuro fuzzy PID controllers
کلیدواژهها
نویسندگان
Javad Palizvan Zand
Faculty of Civil Engineering, University of Tabriz, Tabriz, Iran
Javad Katebi
Faculty of Civil Engineering, University of Tabriz, Tabriz, Iran
سامان یغمایی سابق
Faculty of Civil Engineering, University of Tabriz, Tabriz, Iran
شیوه ارجاع
Palizvan Zand, Javad and Katebi, Javad and Yaghmaei-Sabegh, Saman,1402,A generalized interval type-2 adaptive neuro-fuzzy framework for vibration suppression of uncertain building structure,13th International Congress on Civil Engineering,Tehran
ارائهشده در
مجموعه مقالات سیزدهمین کنگره بین المللی مهندسی عمران25 مهر 1402 · تهران