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Data-driven model reference control design by prediction error identification
This paper deals with Data-Driven (DD) control design in a Model Reference (MR)
framework. We present a new DD method for tuning the parameters of a controller with a …
framework. We present a new DD method for tuning the parameters of a controller with a …
Virtual reference feedback tuning applied to DC–DC converters
This article presents the application of a data-driven control design to the output voltage
regulation of dc-dc converters. Using only data collected on the plant, a proportional-integral …
regulation of dc-dc converters. Using only data collected on the plant, a proportional-integral …
On the choice of an appropriate reference model for control of multivariable plants
GRG da Silva, AS Bazanella… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The choice of the reference model is the main task to be performed by the designer in a
model reference control design. A poor choice of the reference model may result in a closed …
model reference control design. A poor choice of the reference model may result in a closed …
Virtual disturbance feedback tuning
This paper presents a data-driven control method formulated for the disturbance rejection
problem. Inspired on the Virtual Reference Feedback Tuning method, which is based on a …
problem. Inspired on the Virtual Reference Feedback Tuning method, which is based on a …
Harmonic rejection on UPS through cascade VRFT of proportional-resonant controller
Virtual Reference Feedback Tuning (VRFT) is a data-driven method for tuning controller
parameters. Recently, VRFT has been extended to multi-loop scheme. This paper applies …
parameters. Recently, VRFT has been extended to multi-loop scheme. This paper applies …
Multivariable VRFT: An approach for systems with non-minimum phase transmission zeros
GRG da Silva, L Campestrini… - 2016 IEEE Conference …, 2016 - ieeexplore.ieee.org
In this paper we discuss an approach for the Virtual Reference Feedback Tuning (VRFT) for
multivariable systems with non-minimum phase transmission zeros. We also present some …
multivariable systems with non-minimum phase transmission zeros. We also present some …
Proper closed-loop specifications for data-driven model-reference control
In control applications where finding a model of the plant is costly and time consuming,
direct data-driven approaches represent a valid alternative for the design of model reference …
direct data-driven approaches represent a valid alternative for the design of model reference …
Data-Driven control design by prediction error identification for a refrigeration system based on vapor compression
This paper deals with data-driven control design in a Model Reference (MR) framework for
multivariable systems. Based on a batch of input-output data collected on the process, a …
multivariable systems. Based on a batch of input-output data collected on the process, a …
Application of virtual reference feedback tuning to a non-minimum phase pilot plant
R Scheid Filho, D Eckhard… - … IEEE Conference on …, 2016 - ieeexplore.ieee.org
Virtual Reference Feedback Tuning (VRFT) is a data-driven technique used to design
controllers without the need of a process model, only input-output data is utilized. When the …
controllers without the need of a process model, only input-output data is utilized. When the …
Bias reduction in the Optimal Controller Identification approach through optimal filtering
EV Da Silva, L Campestrini - 2022 American Control …, 2022 - ieeexplore.ieee.org
Non-iterative data-driven controller design methods are very convenient for their ease of
implementation and for only using a collected data set for the design. One of these methods …
implementation and for only using a collected data set for the design. One of these methods …