Prediction for magnetostriction magnetorheological foam using machine learning method

• Main Authors: Rohim, Muhamad Amirul Sunni, Nazmi, Nurhazimah, Bahiuddin, Irfan, Mazlan, Saiful Amri, Norhaniza, Rizuan, Yamamoto, Shin-ichiroh, Nordin, Nur Azmah, Abdul Aziz, Siti Aishah
• Format: Article
• Published: John Wiley and Sons Inc 2022
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/id/eprint/102898/; http://dx.doi.org/10.1002/app.52798

Magnetorheological (MR) foam is a magnetic polymer composite (MPC) that can be used for soft sensors and actuators in soft robotics. Modeling mechanical properties and magnetostriction behavior of MR foam is critical to developing into MR foam devices. This study uses extreme learning machines (ELM)...