Intelligent suspension system with two-degree-of-freedom hybrid mass dampers

Abstract

The presented model discusses the advantages and drawbacks of combining three concepts in vibration suspension. Dual-Loop Controller (DLC) with two-degree-of-freedom Hybrid Mass Damper (HMD) attached to a single degree of freedom primary system is studied. The benefits of using the adaptive actuators instead of classical ones in terms of reducing the amount of energy required in active part are mentioned in this design by adding feed-forward Deep Neural Network (DNN) to the primary system. The proposed model aims to increase the performance of damping, reduce energy consumption with achieving the fail-safe behavior of dampers.