The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Neuromorphic Smart Controller for Seismically Excited Structures
Abstract
In this chapter, an application of a neuromorphic controller is proposed for hazard mitigation of smart structures under seismic excitations. The new control system is developed through the integration of a brain emotional learning-based intelligent control (BELBIC) algorithm with a proportional-integral-derivative (PID) compensator and a clipped algorithm. The BELBIC control is based on the neurologically inspired computational model of the amygdala and the orbitofrontal cortex. A building structure employing a magnetorheological (MR) damper under seismic excitations is investigated to demonstrate the effectiveness of the proposed hybrid clipped BELBIC-PID control algorithm. The performance of the proposed hybrid neuromorphic controller is compared with the one of a variety of conventional controllers such as a passive, PID, linear quadratic Gaussian (LQG), and emotional control systems. It is shown that the proposed hybrid neuromorphic controller is effective in improving the dynamic responses of structure-MR damper systems under seismic excitations, compared to the benchmark controllers.
Related Content
|
Md. Al-Amin, G M Tarekul Islam.
© 2023.
19 pages.
|
|
A.K.M Saiful Islam, Abu Saleh Khan, G M Tarekul Islam, Biswa Bhattacharya, Dr. Md. Hazrat Ali, Md. Saiful Hossain.
© 2023.
19 pages.
|
|
Trung Van Le, Phu L. Vo, Quang Khai Ha, Van Tran Thi, Hiep Dinh Luu.
© 2023.
26 pages.
|
|
Elena Kapogianni.
© 2023.
17 pages.
|
|
Mohammad Shoeb, Rafiza Islam, Nargis Parvin.
© 2023.
24 pages.
|
|
Pınar Ozel, Duygu Mutlu Bayraktar, Tugba Altan, Veysel Coskun, Ali Olamat.
© 2023.
14 pages.
|
|
Mohammad Shoeb, Nilufar Nahar.
© 2023.
22 pages.
|
|
|