Results 11 to 20 of about 21,264 (254)

Machine Learning Based Adaptive Prediction Horizon in Finite Control Set Model Predictive Control

IEEE Access, 2018
In this paper, an adaptive prediction horizon approach based on machine learning is presented for the finite control set model predictive control (FCS-MPC) of power converters. Usually, in FCS-MPC, the prediction horizon is kept constant.
Muhammad Saleh Murtaza Gardezi, Ammar Hasan   +1 more
doaj   +2 more sources

A review of finite control set model predictive control for linear machines

IET Electric Power Applications
Linear machines (LMs) have become excellent candidates for linear motion applications due to their abilities of generating thrust without any transmissions, and have been widely adopted in transportation, industries etc.
Wei Xu, Han Xiao, Yirong Tang, Jian Ge, Leilei Guo, Abdul Khalique Junejo   +5 more
doaj   +2 more sources

Prediction Error Analysis of Finite-Control-Set Model Predictive Current Control for IPMSMs [PDF]

Energies, 2018
Finite-control-set model predictive current control (FCS-MPCC) has been widely investigated in the field of motor control. When the discrete motor prediction model is not obtained accurately, prediction error often occurs, which can result in improper ...
Jian Li, Xiaoyan Huang, Feng Niu, Chaojie You, Lijian Wu, Youtong Fang   +5 more
doaj   +2 more sources

Finite Control Set Model Predictive Control for Dual Active Bridge Converter [PDF]

IEEE Transactions on Industry Applications, 2022
Dual Active Bridge is often considered in many DC/DC converter applications where high efficiency, input/output voltage ratio and power level are required. Recently a predictive control technique, named Moving Discretized Control Set - Model Predictive Control has been introduced, in order to achieve faster dynamics and stable operation throughout the ...
Luca Tarisciotti, Linglin Chen, Shuai Shao, Tomislav Dragicevic, Pat Wheeler, Pericle Zanchetta   +5 more
openaire   +2 more sources

Sensorless Finite-Control Set Model Predictive Control for IPMSM Drives [PDF]

IEEE Transactions on Industrial Electronics, 2016
This paper investigates the feasibility of a sensorless field oriented control (FOC) combined with a finite control set model predictive current control (FCS-MPC) for an interior permanent magnet synchronous motor (IPMSM). The use of a FCS-MPC makes the implementation of most of the existing sensorless techniques difficult due to the lack of a ...
FORMENTINI, ANDREA, Gaeta, A., MARCHESONI, MARIO, Rovere, L., Zanchetta, P.   +4 more
openaire   +3 more sources

Guidelines for the Design of Finite Control Set Model Predictive Controllers

IEEE Transactions on Power Electronics, 2020
Direct model predictive control (MPC) with reference tracking, also referred to as finite control set MPC (FCS-MPC), has gained significant attention in recent years, mainly from the academic community. Thanks to its applicability to a wide range of power electronic systems, it is considered a promising control method for such systems.
Petros Karamanakos, Tobias Geyer
openaire   +3 more sources

Direct Torque Control of PMSM with Modified Finite Set Model Predictive Control

Energies, 2020
A direct torque control (DTC) with a modified finite set model predictive strategy is proposed in this paper. The eight voltage space vectors of two-level inverters are taken as the finite control set and applied to the model predictive direct torque ...
GuangQing Bao, WuGang Qi, Ting He
doaj   +1 more source

Finite Control Set Model Predictive Speed Control of a DC Motor [PDF]

Mathematical Problems in Engineering, 2016
The paper describes the design procedure for a finite control set model predictive control (FCS-MPC) of brushed permanent magnet DC (PMDC) machine supplied from DC-DC converter. Full order linear Kalman filter is used for estimation of an unmeasured load torque and reduction of speed measurement noise.
Viktor Šlapák, Karol Kyslan, Milan Lacko, Viliam Fedák, František Ďurovský   +4 more
openaire   +1 more source

An Improved Finite-Control-Set Model Predictive Current Control for IPMSM under Model Parameter Mismatches

Energies, 2021
The control performance of the finite control set model predictive current control (FCS-MPCC) for the interior permanent magnet synchronous machine (IPMSM) depends on the accuracy of the mathematical model. A novel robust model predictive current control
Zehao Lyu, Xiang Wu, Jie Gao, Guojun Tan
doaj   +1 more source

A Comparison of Finite Control Set and Continuous Control Set Model Predictive Control Schemes for Model Parameter Mismatch in Three-Phase APF

Frontiers in Energy Research, 2021
Model predictive control (MPC) methods are widely used in the power electronic control field, including finite control set model predictive control (FCS-MPC) and continuous control set model predictive control (CCS-MPC).
Jianfeng Yang, Yang Liu, Rui Yan
doaj   +1 more source