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In this paper we present a formulation of the unit commitment problem with AC power flow constraints. It is solved by a Benders decomposition in which the unit commitment master problem is formulated as a mixed-integer problem with…

最优化与控制 · 数学 2020-11-24 M. Paredes , L. S. A. Martins , S. Soares , Hongxing Ye

The reduced level of system inertia in low-carbon power grids increases the need for alternative frequency services. However, simultaneously optimising the provision of these services in the scheduling process, subject to significant…

最优化与控制 · 数学 2021-01-20 Luis Badesa , Fei Teng , Goran Strbac

Unscheduled islanding events of microgrids result in the transition between grid-connected and islanded modes and induce a sudden and unknown power imbalance, posing a threat to frequency security. To achieve seamless islanding, we propose…

最优化与控制 · 数学 2024-01-09 Lun Yang , Haoxiang Yang , Xiaoyu Cao , Xiaohong Guan

Distributed computing systems often consist of hundreds of nodes, executing tasks with different resource requirements. Efficient resource provisioning and task scheduling in such systems are non-trivial and require close monitoring and…

分布式、并行与集群计算 · 计算机科学 2020-08-10 Paul J. Pritz , Daniel Perez , Kin K. Leung

Incorporating renewable energy sources into modern power grids has significantly decreased system inertia, which has raised concerns about power system vulnerability to disturbances and frequency instability. The conventional methods for…

系统与控制 · 电气工程与系统科学 2025-04-29 Negar Monir , Mahdieh S. Sadabadi , Sadegh Soudjani

Low levels of inertia due to increasing renewable penetration bring several challenges, such as the higher need for Primary Frequency Response (PFR). A potential solution to mitigate this problem consists on reducing the largest possible…

最优化与控制 · 数学 2020-01-14 Luis Badesa , Fei Teng , Goran Strbac

Nowadays, power system inertia is changing as a consequence of replacing conventional units by renewable energy sources, mainly wind and PV power plants. This fact affects significantly the grid frequency response under power imbalances. As…

系统与控制 · 电气工程与系统科学 2020-05-06 A. Fernández-Guillamón , A. Vigueras-Rodríguez , A. Molina-García

The capability to switch between grid-connected and islanded modes has promoted adoption of microgrid technology for powering remote locations. Stabilizing frequency during the islanding event, however, is a challenging control task,…

系统与控制 · 电气工程与系统科学 2021-02-22 Yichen Zhang , Chen Chen , Tianqi Hong , Bai Cui , Bo Chen , Feng Qiu

Underfrequency load shedding (UFLS) is a critical control strategy in power systems aimed at maintaining system stability and preventing blackouts during severe frequency drops. Traditional UFLS schemes often rely on predefined rules and…

系统与控制 · 电气工程与系统科学 2024-10-08 Glory Justin , Santiago Paternain

A recent trend in control of power systems has sought to quantify the synchronization dynamics in terms of a global performance metric, compute it under very simplified assumptions, and use it to gain insight on the role of system…

最优化与控制 · 数学 2019-05-15 Fernando Paganini , Enrique Mallada

The deepening penetration of renewable energy is challenging how power system operators cope with the associated variability and uncertainty in the unit commitment problem. Given its computational complexity, several optimization-based…

系统与控制 · 电气工程与系统科学 2022-08-26 Mohamed Awadalla , François Bouffard

This paper studies the problem of frequency regulation in power grids under unknown and possible time-varying load changes, while minimizing the generation costs. We formulate this problem as an output agreement problem for distribution…

系统与控制 · 计算机科学 2015-10-01 Sebastian Trip , Mathias Bürger , Claudio De Persis

The unit commitment (UC) problem, which determines operating schedules of generation units to meet demand, is a fundamental task in power systems operation. Existing UC methods using mixed-integer programming are not well-suited to highly…

系统与控制 · 电气工程与系统科学 2022-12-13 Patrick de Mars

The unit commitment problem is an important optimization problem in the energy industry used to compute the most economical operating schedules of power plants. Typically, this problem has to be solved repeatedly with different data but…

最优化与控制 · 数学 2023-12-18 Nagisa Sugishita , Andreas Grothey , Ken McKinnon

With the goal of electricity system decarbonization, conventional synchronous generators are gradually replaced by converter-interfaced renewable generations. Such transition is causing concerns over system frequency and…

系统与控制 · 电气工程与系统科学 2022-08-18 Mingjian Tuo , Xingpeng Li

The prompt and accurate detection of faults and abnormalities in electric transmission lines is a critical challenge in smart grid systems. Existing methods mostly rely on model-based approaches, which may not capture all the aspects of…

机器学习 · 计算机科学 2020-09-16 Peyman Tehrani , Marco Levorato

The transmission-constrained unit commitment (TC-UC) problem is one of the most relevant problems solved by independent system operators for the daily operation of power systems. Given its computational complexity, this problem is usually…

最优化与控制 · 数学 2020-01-27 Salvador Pineda , Juan Miguel Morales , Asunción Jiménez-Cordero

Nuclear power plant operators face significant challenges due to unpredictable deviations between offline and online thermal limits, a phenomenon known as thermal limit bias, which leads to conservative design margins, increased fuel costs,…

机器学习 · 计算机科学 2026-03-17 Anirudh Tunga , Michael J. Mueterthies , Jonathan Nistor

As field-programmable gate arrays become prevalent in critical application domains, their power consumption is of high concern. In this paper, we present and evaluate a power monitoring scheme capable of accurately estimating the runtime…

硬件体系结构 · 计算机科学 2020-09-04 Zhe Lin , Sharad Sinha , Wei Zhang

This paper proposes a tractable framework to determine key characteristics of non-linear dynamic systems by converting physics-informed neural networks to a mixed integer linear program. Our focus is on power system applications.…

系统与控制 · 电气工程与系统科学 2021-04-01 Georgios S. Misyris , Jochen Stiasny , Spyros Chatzivasileiadis