4 papers
Identification of non-causal systems with random switching modes (Extended Version)
Yanxin Zhang, Chengpu Yu, Filippo Fabiani
We consider the identification of non-causal systems with random switching modes (NCSRSM), a class of models essential for describing typical power load management and department s…
Fault-tolerant control of nonlinear systems: An inductive synthesis approach
Daniele Masti, Davide Grande, Andrea Peruffo +1
Actuator faults heavily affect the performance and stability of control systems, an issue that is even more critical for systems required to operate autonomously under adverse envi…
Neural network-based identification of state-space switching nonlinear systems
Yanxin Zhang, Chengpu Yu, Filippo Fabiani
We design specific neural networks (NNs) for the identification of switching nonlinear systems in the state-space form, which explicitly model the switching behavior and address th…
Identification of non-causal systems with arbitrary switching modes
Yanxin Zhang, Chengpu Yu, Filippo Fabiani
We consider the identification of non-causal systems with arbitrary switching modes (NCS-ASM), a class of models essential for describing typical power load management and departme…