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CDC
2008
IEEE
143views Control Systems» more  CDC 2008»
13 years 11 months ago
A nonlinear, control-oriented model for ionic polymer-metal composite actuators
Ionic polymer-metal composites (IPMCs) form an important category of electroactive polymers and have many potential applications in biomedical, robotic and micro/nano manipulation ...
Zheng Chen, Dawn R. Hedgepeth, Xiaobo Tan
IJON
2002
154views more  IJON 2002»
13 years 4 months ago
Nonlinear model predictive control of a cutting process
Nonlinear model predictive control (MPC) of a simulated chaotic cutting process is presented. The nonlinear MPC combines a neural-network model and a genetic-algorithm-based optim...
Primoz Potocnik, Igor Grabec
NIPS
2008
13 years 6 months ago
Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes
Identification and comparison of nonlinear dynamical system models using noisy and sparse experimental data is a vital task in many fields, however current methods are computation...
Ben Calderhead, Mark Girolami, Neil D. Lawrence
CDC
2009
IEEE
136views Control Systems» more  CDC 2009»
13 years 5 months ago
Refined instrumental variable methods for identifying hammerstein models operating in closed loop
This article presents an instrumental variable method dedicated to non-linear Hammerstein systems operating in closed loop. The linear process is a Box
Vincent Laurain, Marion Gilson, Hugues Garnier
AUTOMATICA
2004
84views more  AUTOMATICA 2004»
13 years 4 months ago
Nonlinear interval model control of quasi-keyhole arc welding process
This paper addresses the development of a nonlinear model based interval model control system for the quasi-keyhole arc welding process, a novel arc welding process which has adva...
W. Lu, Y. M. Zhang, W.-Y. Lin