In recent years, piece-wise convex relaxations of power flow equations have attracted substantial academic interest. These approaches build such relaxations by partitioning the variables' domain. However, the ensued formulations grow very rapidly in size with the number of partitions, thus becoming computationally intractable to achieve strong dual bounds for realistic-size instances. In this work, we propose piece-wise polyhedral relaxations of power flow equations utilizing the latest advancements in mixed-integer programming (MIP) modeling techniques. A computational campaign conducted on 24 PGLib benchmark instances of the OPF problem shows that the choice of MIP formulation on piece-wise polyhedral relaxation of power flow equations significantly impacts the computational time.

Li, J., Dokka, T., Lulli, G. (2023). MIP Formulations of Piece-wise Polyhedral Relaxations of AC Power Flow Equations. In IEEE Power and Energy Society General Meeting. IEEE [10.1109/PESGM52003.2023.10253329].

MIP Formulations of Piece-wise Polyhedral Relaxations of AC Power Flow Equations

Lulli, G
2023

Abstract

In recent years, piece-wise convex relaxations of power flow equations have attracted substantial academic interest. These approaches build such relaxations by partitioning the variables' domain. However, the ensued formulations grow very rapidly in size with the number of partitions, thus becoming computationally intractable to achieve strong dual bounds for realistic-size instances. In this work, we propose piece-wise polyhedral relaxations of power flow equations utilizing the latest advancements in mixed-integer programming (MIP) modeling techniques. A computational campaign conducted on 24 PGLib benchmark instances of the OPF problem shows that the choice of MIP formulation on piece-wise polyhedral relaxation of power flow equations significantly impacts the computational time.
paper
AC Optimal Power Flow; Global optimization; Piece-wise polyhedral relaxation;
English
2023 IEEE Power and Energy Society General Meeting, PESGM 2023 - 16 July 2023 through 20 July 2023
2023
IEEE Power and Energy Society General Meeting
9781665464413
2023
2023-July
reserved
Li, J., Dokka, T., Lulli, G. (2023). MIP Formulations of Piece-wise Polyhedral Relaxations of AC Power Flow Equations. In IEEE Power and Energy Society General Meeting. IEEE [10.1109/PESGM52003.2023.10253329].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/467020
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