A Difference-of-Convex Programming-Based Method for Day-Ahead and Intraday Coordinated Voltage/Var Control in Active Distribution Networks

High photovoltaic (PV) penetration can increase active power losses and cause steady-state voltage violations in distribution networks. This paper develops an integrated day-ahead and intraday voltage/var control (VVC) framework that coordinates discrete and continuously controllable devices while explicitly checking the residual of the branch-flow second-order cone relaxation (SOCR). A common 15 min time grid is adopted: on-load tap changer (OLTC) and capacitor-bank (CB) decisions are constrained to remain unchanged within each hourly block, whereas static var compensators (SVCs) and PV inverters are scheduled every 15 min. The day-ahead stage minimizes network losses subject to switching limits and determines the discrete-device schedules. The intraday stage fixes these schedules and uses the normal-boundary intersection (NBI) method to generate trade-off solutions between average voltage deviation and active power loss. A sequential difference-of-convex programming (DCP) correction is activated when the SOCR residual exceeds the prescribed tolerance. For two representative 15 min intervals of the modified balanced single-phase IEEE 123-bus feeder, the maximum residuals of all nine reported Pareto solutions are below 4.805 × 10−5, and the most demanding voltage deviation subproblem converges after 12 DCP iterations. The results demonstrate the feasibility of the proposed deterministic coordination framework; forecast-error robustness, broader method comparisons, and field validation remain subjects for further study.

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Publication Details

Journal
Energies
Published
2026-09-29
DOI
https://doi.org/10.3390/en19194611
Primary Topic
Optimal Power Flow Distribution
Type
article
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article

A Difference-of-Convex Programming-Based Method for Day-Ahead and Intraday Coordinated Voltage/Var Control in Active Distribution Networks

Yunjing Liu, Shaoshuai Wang, Xuerui Zheng, Bo Zhao et al.
Energies
Optimal Power Flow Distribution
article

A Difference-of-Convex Programming-Based Method for Day-Ahead and Intraday Coordinated Voltage/Var Control in Active Distribution Networks

Yunjing Liu, Shaoshuai Wang, Xuerui Zheng, Bo Zhao, Zhenhao Wang
article en

Abstract

High photovoltaic (PV) penetration can increase active power losses and cause steady-state voltage violations in distribution networks. This paper develops an integrated day-ahead and intraday voltage/var control (VVC) framework that coordinates discrete and continuously controllable devices while explicitly checking the residual of the branch-flow second-order cone relaxation (SOCR). A common 15 min time grid is adopted: on-load tap changer (OLTC) and capacitor-bank (CB) decisions are constrained to remain unchanged within each hourly block, whereas static var compensators (SVCs) and PV inverters are scheduled every 15 min. The day-ahead stage minimizes network losses subject to switching limits and determines the discrete-device schedules. The intraday stage fixes these schedules and uses the normal-boundary intersection (NBI) method to generate trade-off solutions between average voltage deviation and active power loss. A sequential difference-of-convex programming (DCP) correction is activated when the SOCR residual exceeds the prescribed tolerance. For two representative 15 min intervals of the modified balanced single-phase IEEE 123-bus feeder, the maximum residuals of all nine reported Pareto solutions are below 4.805 × 10−5, and the most demanding voltage deviation subproblem converges after 12 DCP iterations. The results demonstrate the feasibility of the proposed deterministic coordination framework; forecast-error robustness, broader method comparisons, and field validation remain subjects for further study.

EnergiesVol. 19(19)
Northeast Electric Power University (CN), State Grid Jilin Electric Power (China) (CN)
Affordable and clean energy
Openalex Percentile: Top 22%
Optimal Power Flow Distribution
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A Difference-of-Convex Programming-Based Method for Day-Ahead and Intraday Coordinated Voltage/Var Control in Active Distribution Networks — Yunjing Liu, Shaoshuai Wang, et al. · Energies (2026) | TGRS Research Map | TGRS