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

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 tradition...

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Veröffentlicht in:Energy reports 2023-11, Vol.10, p.3229-3239
Hauptverfasser: Baig, Muhammad Anas, Kashif, Syed Abdul Rahman, Gulzar, Muhammad Majid, Alqahtani, Mohammed, Khalid, Muhammad
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Sprache:eng
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Zusammenfassung: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. [Display omitted] •An algorithm is presented to address the computational load of long-horizon control.•A substantial contribution towards the efficiency of the sphere decoding algorithm.•An improved algorithm has been demonstrated for the real-time control of converters.
ISSN:2352-4847
2352-4847
DOI:10.1016/j.egyr.2023.09.166