paper-with-me

홈 › Papers

A real-time distributed post-disaster restoration planning strategy for distribution networks

2021-05-18 · Jianfeng Fu, Alfredo Nunez, Bart De Schutter

After disasters, distribution networks have to be restored by repair, reconfiguration, and power dispatch. During the restoration process, changes can occur in real time that deviate from the situations considered in pre-designed planning strategies. That may result in the pre-designed plan to become far from optimal or even unimplementable. This paper proposes a centralized-distributed bi-level optimization method to solve the real-time restoration planning problem. The first level determines integer variables related to routing of the crews and the status of the switches using a genetic algorithm (GA), while the second level determines the dispatch of active/reactive power by using distributed model predictive control (DMPC). A novel Aitken- DMPC solver is proposed to accelerate convergence and to make the method suitable for real-time decision making. A case study based on the IEEE 123-bus system is considered, and the acceleration performance of the proposed Aitken-DMPC solver is evaluated and compared with the standard DMPC method.

📄 PDF Abstract BibTeX arXiv:2105.08817

Code (0)

등록된 구현이 없습니다.

Tasks

Decision MakingModel Predictive Control

Similar Papers 제목 키워드 기반

Achieving Disaster-Resilient Distribution Systems via Emergency Response Resources: A Practical Approach

2020-08-21

This paper presents a practical approach to utilizing emergency response resources (ERRs) and post-disaster available distributed energy resources (PDA-DERs) to improve the resilience of power distribution systems agains…

Prediction

The Role of Distributed Energy Resources in Distribution System Restoration

2021-12-12 · Noah Rhodes, Line Roald

With increasing levels of distributed energy resources (DERs) connected to the grid, it is important to understand the role that DERs can play in post-disaster restoration. In this paper, we propose a two-step optimizati…

Enhancing Resilience of Distribution Networks by Coordinating Microgrids and Demand Response Programs in Service Restoration

2021-07-13 · Ali Shakeri Kahnamouei, Saeed Lotfifard

In case of high impact low probability events, in order to restore the critical loads of the distribution network as much as possible, it is necessary to employ all available resources such as microgrids and distributed …

All

Optimal Policy Synthesis from A Sequence of Goal Sets with An Application to Electric Distribution System Restoration

2024-04-05 · İlker Işık, Onur Yigit Arpali, Ebru Aydin Gol

Motivated by the post-disaster distribution system restoration problem, in this paper, we study the problem of synthesizing the optimal policy for a Markov Decision Process (MDP) from a sequence of goal sets. For each go…

Cyber-physical interdependent restoration scheduling for active distribution network via ad hoc wireless communication

2022-11-05 · Chongyu Wang, Mingyu Yan, Kaiyuan Pang, Fushuan Wen 외

This paper proposes a post-disaster cyber-physical interdependent restoration scheduling (CPIRS) framework for active distribution networks (ADN) where the simultaneous damages on cyber and physical networks are consider…

Scheduling