Toward Data-Driven Optimal Control: A Systematic Review of the Landscape
IEEE Access, 2022 This literature review extends and contributes to research on the development of data-driven optimal control. Previous reviews have documented the development of model-based and data-driven control in isolation and have not critically reviewed ...
Krupa Prag +2 more
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Three‐vector model‐free predictive control for permanent magnet synchronous motor
IET Power Electronics, 2023 A three‐vector model‐free predictive control (TV‐MFPC) strategy is proposed to address the problem of model predictive control systems performance degradation caused by parameter mismatch and inverter dead‐zone.
Dingdou Wen, Yanqin Zhang, Yang Zhang
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Model-Free Neural Network-Based Predictive Control for Robust Operation of Power Converters
Energies, 2021 An accurate definition of a system model significantly affects the performance of model-based control strategies, for example, model predictive control (MPC).
Sanaz Sabzevari +4 more
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IET Power Electronics, 2023 A large current ripple may arise in the finite control set model‐free predictive current control (FCS‐MFPCC) strategy because only one voltage vector can be applied during the whole control period.
Zheng Sun +3 more
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Model predictive control of a free piston compressor/expander with an integrated linear motor/alternator [PDF]
, 2019 Linear positive displacement machines are becoming increasingly more attractive for applications that are normally known as unconquerable niches of rotary and scroll machines.
De Paepe, Michel +2 more
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New offset-free method for model predictive control of open channels [PDF]
, 2015 Irrigation or drainage canals can be controlled by model predictive control (MPC). Applying MPC with an internal model in the presence of unknown disturbances in some cases can lead to steady state offset.
Galvis, Eduard +3 more
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DSVM-Based Model-Free Predictive Current Control of an Induction Motor
Energies, 2023 Classical model-free predictive current control (MFPCC) is a robust control technique for a two-level inverter-fed induction-motor drive, with advantages that consist of a simple concept, rapid response, simple implementation, and excellent performance ...
Md Asif Hussain +5 more
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Model-Free Predictive Fault-Tolerant Control for Spacecraft Roto-Translational Relative Motion [PDF]
فصلنامه علوم و فناوری فضایی, 2021 The problem of jointly controlling relative attitude and position of spacecraft in the presence of actuator fault is investigated in this paper. Following a description about drawbacks and limitations of the existing models and the control approaches ...
Mohammad Chiniforoushan +2 more
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Modelling Free Response of a Solar Plant for Predictive Control [PDF]
, 1997 IFAC System Identification, Kitakyushu, Fukuoka,Japan,1997This paper deals with the identification of a nonlinear plant by means of a neural network (NN) modelling approximation. The problem of neural identification is tackled using a static NN in a NARX
Berenguel Soria, Manuel +2 more
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Incremental State-Space Model Predictive Control of a Fresnel Solar Collector Field [PDF]
, 2018 Model predictive control has been demonstrated to be one of the most efficient control techniques for solar power systems. An incremental offset-free state-space Model Predictive Controller (MPC) is developed for the Fresnel collector field located at ...
Berenguel, Manuel +3 more
core +3 more sources