Model-Free Neural Network-Based Predictive Control for Robust Operation of Power Converters

Autor: Sanaz Sabzevari, Rasool Heydari, Maryam Mohiti, Mehdi Savaghebi, Jose Rodriguez

Publikováno v: Energies, Vol 14, Iss 8, p 2325 (2021)

An accurate definition of a system model significantly affects the performance of model-based control strategies, for example, model predictive control (MPC). In this paper, a model-free predictive control strategy is presented to mitigate all ramifi

Externí odkaz: https://doaj.org/article/c7249e179eeb40b2a658a30e3ef2976d

PG-3DVTON: Pose-Guided 3D Virtual Try-on Network

Autor: Sanaz Sabzevari, Ali Ghadirzadeh, Mårten Björkman, Danica Kragic

Publikováno v: Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ca91f1df6181999bc6960548a4387564
https://doi.org/10.5220/0011658100003417

Symmetry preserving nonlinear observer for attitude estimation with magnetometer only

Autor: Mohammad Reza Arvan, S. M. Mehdi Dehghan, Ahmad Reza Vali, Sanaz Sabzevari, Mohammad Hossein Ferdowsi

Publikováno v: ISA Transactions. 102:314-324

This paper addresses designing a nonlinear symmetry observer for nano-satellite attitude determination with only Three-Axis Magnetometer (TAM). Hence, two nested filters are delineated to compensate for the lack of data and to solve the observability

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d6cca35e2f528e96c0ab1517322d0523
https://doi.org/10.1016/j.isatra.2020.03.005

Model-free Predictive Torque Control of an Induction Machine Based on Parameter Estimation

Autor: Hector Young, Mahdi Nematshahi, Sanaz Sabzevari, Rasool Heydari, Freddy Flores-Bahamonde, Catalina Gonzalez, Yongchang Zhang, Jose Rodriguez

Publikováno v: Young, H, Nematshahi, M, Sabzevari, S, Heydari, R, Flores-Bahamonde, F, Gonzalez, C, Zhang, Y & Rodriguez, J 2021, Model-free Predictive Torque Control of an Induction Machine Based on Parameter Estimation . in 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021 . IEEE, pp. 725-731, 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021, Jinan, China, 20/11/2021 . https://doi.org/10.1109/PRECEDE51386.2021.9681044

The uncertainty or variation of the electric machine parameters in predictive torque control (PTC) has a noticeable impact on the controller's performance. This paper proposes a model-free PTC strategy based on the estimation of the prediction model

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cc076e7e3708cd1363fdbdcc212d2967
https://vbn.aau.dk/da/publications/d548b171-11db-4437-a916-52e26c3965e0

Model-Free Predictive Control based on ARX Representation:A Comparative Assessment with Proportional-Integral Regulator

Autor: Catalina Gonzalez-Castano, Freddy Flores-Bahamonde, Hector Young, Rasool Heydari, Sanaz Sabzevari, Jose Rodriguez

Publikováno v: Gonzalez-Castano, C, Flores-Bahamonde, F, Young, H, Heydari, R, Sabzevari, S & Rodriguez, J 2021, Model-Free Predictive Control based on ARX Representation : A Comparative Assessment with Proportional-Integral Regulator . in 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021 . IEEE, pp. 953-958, 6th IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics, PRECEDE 2021, Jinan, China, 20/11/2021 . https://doi.org/10.1109/PRECEDE51386.2021.9680966

This paper presents a performance comparison between the well-known proportional-integral regulator based on pulse-width-modulation (PWM) and the novel model-free predictive control for the current regulation of a three-phase two-level voltage-source

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::85f11dcb078b1e0fb25df1e20a50bb9c
https://vbn.aau.dk/da/publications/a8a13d5d-4ffd-46c8-8372-1eb1f7fb6111