UCL Discovery
UCL home » Library Services » Electronic resources » UCL Discovery

A Sphere Decoding Algorithm for Multistep Sequential Model Predictive Control

Grimm, F; Zhang, Z; Baghdadi, M; (2020) A Sphere Decoding Algorithm for Multistep Sequential Model Predictive Control. arXiv: Ithaca, NY, USA. Green open access

[img]
Preview
Text
c.pdf - Published version

Download (2MB) | Preview

Abstract

This paper investigates the combination of two model predictive control concepts, sequential model predictive control and long-horizon model predictive control for power electronics. To achieve sequential model predictive control, the optimization problem is split into two subproblems: The first one summarizes all control goals which linearly depend on the system inputs. Sequential model predictive control generally requires to obtain more than one solution for the first subproblem. Due to the mixed-integer nature of finite control set model predictive control power electronics a special sphere decoder is therefore proposed within the paper. The second subproblem consists of all those control goals which depend nonlinearly on the system inputs and is solved by an exhaustive search. The effectiveness of the proposed method is validated via numerical simulations at different scenarios on a three-level neutral point clamped permanent magnet synchronous generator wind turbine system and compared to other long-horizon model predictive control methods.

Type: Working / discussion paper
Title: A Sphere Decoding Algorithm for Multistep Sequential Model Predictive Control
Open access status: An open access version is available from UCL Discovery
Publisher version: https://arxiv.org/abs/2011.12194
Language: English
Additional information: This is an open access paper http://creativecommons.org/licenses/by-nc-sa/4.0/
Keywords: Model Predictive Control, Finite Control Set, Long Horizon, Sequential Model Predictive Control, Sphere Decoder
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Mechanical Engineering
URI: https://discovery.ucl.ac.uk/id/eprint/10118654
Downloads since deposit
9Downloads
Download activity - last month
Download activity - last 12 months
Downloads by country - last 12 months

Archive Staff Only

View Item View Item