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This paper introduces a potential learning scheme that can dynamically predict the stability of the reconnection of sub-networks to a main grid. As the future electrical power systems tend towards smarter and greener technology, the…

机器学习 · 计算机科学 2017-04-19 Carter Lassetter , Eduardo Cotilla-Sanchez , Jinsub Kim

Blackouts are disastrous events with a low probability of occurrence but a high impact on the system and its users. With the help of more distributed and controllable generation and sector-coupled flexibility, microgrids could be prepared…

系统与控制 · 电气工程与系统科学 2024-06-17 Philipp Danner , Anna Volkova , Hermann de Meer

Transitioning to renewable power generation is often difficult for remote or isolated communities, due to generation intermittency and high cost barriers. Our paper presents a simulation-based optimization approach for the design of policy…

最优化与控制 · 数学 2025-02-21 Nanrui Gong , James C. Spall

In recent years, the electrification of Canadian Remote Communities (RCs) has received significant attention, as their current electric energy systems are not only expensive, but are also highly polluting due to the prevalence of diesel…

系统与控制 · 电气工程与系统科学 2022-07-28 Enrique Gabriel Vera , Claudio Canizares , Mehrdad Pirnia

Extended outages in distributed systems (DSs) dominated by distributed energy resources (DERs) require innovative strategies to efficiently and securely deploy black start (BS) resources. To address the need, this paper proposes a two-stage…

系统与控制 · 电气工程与系统科学 2025-08-20 Cong Bai , Salish Maharjan , Han Wang , Zhaoyu Wang

Lately, increasing number of electric vehicles (EVs) in residential parking station has become an important issue, because excessive number of EVs can destabilize the power system during peak hours with high charging power requested. When…

系统与控制 · 电气工程与系统科学 2021-12-07 Hojun Jin , Sarvar Hussain Nengroo , Sangkeum Lee , Dongsoo Har

Hierarchical architectures stacking primary, secondary, and tertiary layers are widely employed for the operation and control of islanded DC microgrids (DCmGs), composed of Distribution Generation Units (DGUs), loads, and power lines.…

系统与控制 · 电气工程与系统科学 2020-08-07 Pulkit Nahata , Alessio La Bella , Riccardo Scattolini , Giancarlo Ferrari-Trecate

High penetration of distributed energy resources (DERs) is transforming the paradigm in power system operation. The ability to provide electricity to customers while the main grid is disrupted has introduced the concept of microgrids with…

最优化与控制 · 数学 2018-12-27 Amin Gholami , Xu Andy Sun

The ever increasing utilization of sensitive loads in the industrial, commercial and residential areas in distribution networks requires enhanced reliability and quality of supply. This can be achieved thanks to self healing features of…

最优化与控制 · 数学 2018-04-18 Hossein Sekhavatmanesh , Rachid Cherkaoui

This paper proposes an optimization strategy to assist utility operators to recover power distribution systems after large outages. Specifically, a mixed-integer linear programming (MILP) model is developed for co-optimizing crews,…

最优化与控制 · 数学 2019-05-09 Anmar Arif , Zhaoyu Wang , Jianhui Wang , Chen Chen

The optimal selection, sizing, and location of small-scale technologies within a grid-connected distributed energy system (DES) can contribute to reducing carbon emissions, consumer costs, and network imbalances. This is the first study to…

最优化与控制 · 数学 2022-09-30 Ishanki De Mel , Oleksiy V. Klymenko , Michael Short

With the increasing prevalence of distributed generators, islanded operation based on distributed generation is considered a vital means to enhance the reliability and resilience of smart grids. This paper investigates the main factors in…

系统与控制 · 电气工程与系统科学 2025-06-19 Yanhong Luo , Wenchao Meng , Xi Zhu , Andreas Elombo , Hu Rong , Bing Xie , Tianwen Zhang

Microgrid (MG) system, which is composed of renewable resources with the utility grid, energy storage unit, electric vehicles, and loads, acts as a single controllable entity. To get efficient and low-cost energy, need to manage power flow…

系统与控制 · 电气工程与系统科学 2022-09-15 Airin Rahman , Hafte Hayelom Adhena , Ramy Georgious , Pablo Garcia

We consider the problem of optimal reactive power compensation for the minimization of power distribution losses in a smart microgrid. We first propose an approximate model for the power distribution network, which allows us to cast the…

最优化与控制 · 数学 2013-12-17 Saverio Bolognani , Sandro Zampieri

An increasing number of smart devices controlling loads opens a potential pathway for false data attacks which could alter the loads. The presence of energy storage with its ability to quickly respond to discrepancies in loads offers a…

最优化与控制 · 数学 2025-07-03 Satish Vedula , Koto Omiloli , Ayobami Olajube , Olugbenga Anubi

This work explores the global optimization problem of finding lowest-energy configurations (ground states) in disordered continuous spins models from statistical physics, with a particular focus on the random field XY model. Due to an…

Network reconfiguration can significantly increase the hosting capacity (HC) for distributed generation (DG) in radially operated systems, thereby reducing the need for costly infrastructure upgrades. However, when the objective is DG…

最优化与控制 · 数学 2026-04-10 Kin Cheong Sou , Gabriel Malmer , Lovisa Thorin , Olof Samuelsson

This paper proposes a co-optimization generation and distribution planning model in microgrids in which simultaneous investment in generation, i.e., distributed generation (DG) and distributed energy storage (DES), and distribution, i.e.,…

系统与控制 · 计算机科学 2017-11-10 Hossein Lotfi , Amin Khodaei

We develop the theory of Energy Conserving Descent (ECD) and introduce ECDSep, a gradient-based optimization algorithm able to tackle convex and non-convex optimization problems. The method is based on the novel ECD framework of…

机器学习 · 计算机科学 2023-06-02 G. Bruno De Luca , Alice Gatti , Eva Silverstein

In the current practice of short-term power scheduling, online power reserves are used to address generation mismatches and contingencies. Neither online inertia nor the speed of the committed units is considered in the scheduling process.…

系统与控制 · 电气工程与系统科学 2024-07-03 Mohammad Rajabdorri , Enrique Lobato , Lukas Sigrist