Resumen
Finite-states model predictive control is a rising alternative in the control of power converters and drives. Successful application to different topologies and applications such as two-level voltage source inverters, neutral-point-clamped and cascaded H-bridge inverters, and matrix converters has shown its potential in power converters. However, when multiple control objectives are desired, weighting factors are required to appropriately select the switching states. The selection of these factors is a time-consuming and complex task. In this work, the standard selection stage is replaced by a fuzzy decision-making strategy, considering, as a case study, the control of both load and supply currents in the direct matrix converter (DMC). As a result, weighting-factor selection is avoided, and a simple selection scheme is obtained for this application. In addition, a more natural design approach to the state selection is opened for other applications. Simulation and experimental results are presented to validate the approach in an experimental DMC prototype.
Idioma original | English |
---|---|
Número de artículo | 6226852 |
Páginas (desde-hasta) | 589-599 |
Número de páginas | 11 |
Publicación | IEEE Transactions on Industrial Electronics |
Volumen | 60 |
N.º | 2 |
DOI | |
Estado | Published - 2013 |
Huella dactilar
ASJC Scopus subject areas
- Control and Systems Engineering
- Computer Science Applications
- Electrical and Electronic Engineering
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Multiobjective switching state selector for finite-states model predictive control based on fuzzy decision making in a matrix converter. / Villarroel, Felipe; Espinoza, José R.; Rojas, Christian A.; Rodriguez, Jose; Rivera, Marco; Sbarbaro, Daniel.
En: IEEE Transactions on Industrial Electronics, Vol. 60, N.º 2, 6226852, 2013, p. 589-599.Resultado de la investigación: Article
TY - JOUR
T1 - Multiobjective switching state selector for finite-states model predictive control based on fuzzy decision making in a matrix converter
AU - Villarroel, Felipe
AU - Espinoza, José R.
AU - Rojas, Christian A.
AU - Rodriguez, Jose
AU - Rivera, Marco
AU - Sbarbaro, Daniel
PY - 2013
Y1 - 2013
N2 - Finite-states model predictive control is a rising alternative in the control of power converters and drives. Successful application to different topologies and applications such as two-level voltage source inverters, neutral-point-clamped and cascaded H-bridge inverters, and matrix converters has shown its potential in power converters. However, when multiple control objectives are desired, weighting factors are required to appropriately select the switching states. The selection of these factors is a time-consuming and complex task. In this work, the standard selection stage is replaced by a fuzzy decision-making strategy, considering, as a case study, the control of both load and supply currents in the direct matrix converter (DMC). As a result, weighting-factor selection is avoided, and a simple selection scheme is obtained for this application. In addition, a more natural design approach to the state selection is opened for other applications. Simulation and experimental results are presented to validate the approach in an experimental DMC prototype.
AB - Finite-states model predictive control is a rising alternative in the control of power converters and drives. Successful application to different topologies and applications such as two-level voltage source inverters, neutral-point-clamped and cascaded H-bridge inverters, and matrix converters has shown its potential in power converters. However, when multiple control objectives are desired, weighting factors are required to appropriately select the switching states. The selection of these factors is a time-consuming and complex task. In this work, the standard selection stage is replaced by a fuzzy decision-making strategy, considering, as a case study, the control of both load and supply currents in the direct matrix converter (DMC). As a result, weighting-factor selection is avoided, and a simple selection scheme is obtained for this application. In addition, a more natural design approach to the state selection is opened for other applications. Simulation and experimental results are presented to validate the approach in an experimental DMC prototype.
KW - AC-AC power conversion
KW - control systems
KW - current control
KW - digital control
KW - fuzzy logic
KW - predictive control
UR - http://www.scopus.com/inward/record.url?scp=84866562722&partnerID=8YFLogxK
U2 - 10.1109/TIE.2012.2206343
DO - 10.1109/TIE.2012.2206343
M3 - Article
AN - SCOPUS:84866562722
VL - 60
SP - 589
EP - 599
JO - IEEE Transactions on Industrial Electronics
JF - IEEE Transactions on Industrial Electronics
SN - 0278-0046
IS - 2
M1 - 6226852
ER -