Online control of an active seismic system via reinforcement learning

A Khalatbarisoltani, M Soleymani… - Structural Control and …, 2019 - Wiley Online Library
Tuning the seismic control systems in order to achieve optimal performance is a challenging
area due to the system and disturbance uncertainties. Although, model uncertainties …

Neural network based vibration control of seismically excited civil structures

B Blachowski, N Pnevmatikos - Periodica Polytechnica Civil Engineering, 2018 - pp.bme.hu
This study proposes a neural network based vibration control system designed to attenuate
structural vibrations induced by an earthquake. Classical feedback control algorithms are …

Fuzzy CMAC structures

K Mohajeri, M Zakizadeh, B Moaveni… - … Conference on Fuzzy …, 2009 - ieeexplore.ieee.org
Cerebellum model articulation controller (CMAC) is known as a feedforward neural network
(NN) with fast learning and performance. Many improvements have been introduced to it …

Optimal neurocontroller for nonlinear benchmark structure

DH Kim, SN Seo, IW Lee - Journal of Engineering Mechanics, 2004 - ascelibrary.org
A neurocontrol method is applied to the nonlinear benchmark control problem. A
neurocontroller is trained based on a reduced-order linear design model, then it is used to …

Active control strategy of structures based on lattice type probabilistic neural network

DH Kim, D Kim, S Chang, HY Jung - Probabilistic Engineering Mechanics, 2008 - Elsevier
A new neuro-control scheme for active control of structures having a basic structure similar
to the Probabilistic Neural Network (PNN) is proposed. It utilizes the lattice pattern of state …

Quantification of concern for others to social skill evaluation

H Igarashi - 2013 IEEE RO-MAN, 2013 - ieeexplore.ieee.org
This paper addresses a quantification technique of cooperative characteristics on Concern
For Others: CFO in a cooperative work by multiple operators. The cooperative works are …

Subliminal calibration for machine operation

H Igarashi - 2009 35th Annual Conference of IEEE Industrial …, 2009 - ieeexplore.ieee.org
This paper addresses a calibration technique for machine operation systems enhancing the
operability. Humans have an ability to learn the machine operation unconsciously …

Subliminal calibration for machine operation with prediction based filtering

H Igarashi - 2012 12th IEEE International Workshop on …, 2012 - ieeexplore.ieee.org
This paper addresses a skill assist technique without awareness. Generally, human assist
system is by adding autonomous input to the operation command as force from obstacles …

Fuzzy CMAC compound control of hydraulic servo actuation for ship steering system

Y Fu, J Fu, G Liu - 2017 IEEE International conference on …, 2017 - ieeexplore.ieee.org
This paper describes a fuzzy cerebellar model articulation algorithm controller for ship
steering system that has the characteristics of rapid changing of load, long working hours …

Intermediary assist for cooperative works: Quantification technique of concern for others

H Igarashi - 2012 IEEE RO-MAN: The 21st IEEE International …, 2012 - ieeexplore.ieee.org
This paper addresses a quantification technique of cooperative characteristics focusing on
Concern For Others: CFO in a cooperative work by multiple participants. The CFO is utilized …