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Improved hybrid sphere decoding algorithm for long horizon finite control set model predictive control of grid-tied inverter

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

In this paper, the reference tracking and switching loss minimization problem of grid-tied inverters has been formulated as an integer least square (ILS) problem. It is considered an NP-hard and combinatorial problem due to the binary nature of switching status. A novel modification to the traditional non-recursive sphere decoding algorithm is being proposed in this research to address the implementation of long-horizon control with reduced computational burden. The proposed algorithm demonstrates a significant reduction in computation cost for long horizons resulting in energy minimization. The proposed method exploits the state-space model of the system to predict the sector in the space vector two-dimensional plane in which reference voltage could exist, thereby reducing the search space and time to search for the optimal solution. The proposed algorithm optimizes the utilization of controller resources compared to the conventional approach. The algorithm's performance has been validated through simulations and Hardware in loop verification, for the performance optimization of a three-phase grid-tied inverter coupled using RL filter.

Original languageEnglish
Pages (from-to)3229-3239
Number of pages11
JournalEnergy Reports
Volume10
DOIs
StatePublished - Nov 2023

Bibliographical note

Publisher Copyright:
© 2023 The Author(s)

Keywords

  • Dead beat control
  • Finite control set model predictive control
  • Grid-tied two level inverter
  • Integer least square problem
  • Long horizon control
  • Receding horizon control
  • Sphere decoding

ASJC Scopus subject areas

  • General Energy

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