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This paper describes an adaptive method to reduce a nonlinear power system model for fast and accurate transient stability simulation. It presents an approach to analyze and rank participation factors of each system state variable into…

动力系统 · 数学 2023-02-21 Mahsa Sajjadi , Kaiyang Huang , Kai Sun

This paper proposes a coordinated optimal scheduling model for hybrid AC/DC microgrids. The objective of the proposed model is to minimize the total microgrid operation cost when considering interactions between AC and DC sub-systems of the…

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

With the addition of large numbers of distributed energy resources (DERs) to distribution networks comes the increasing risk that their operation may violate the safety constraints of these networks. The problem considered in this paper is…

最优化与控制 · 数学 2026-05-11 Robert Steven , Oleksiy V. Klymenko , Michael Short

Linearization of power flow is an important topic in power system analysis. The computational burden can be greatly reduced under the linear power flow model while the model error is the main concern. Therefore, various linear power flow…

系统与控制 · 电气工程与系统科学 2021-11-09 hentong Shao , Qiaozhu Zhai , Jiang Wu , Xiaohong Guan

Outages and faults cause problems in interconnected power system with huge economic consequences in modern societies. In the power system blackouts, black start resources such as micro combined heat and power (CHP) systems and renewable…

信号处理 · 电气工程与系统科学 2018-06-06 Hayder O. Alwan , Noor M. Farhan

A protection method in active distribution networks is proposed in this paper. In active distribution systems, fault currents flow in multiple directions and presents a varying range of value, which poses a great challenge of maintaining…

最优化与控制 · 数学 2018-02-06 J. K. Wang , Christian Moya

The potential of recovering the topology of a grid using solely publicly available market data is explored here. In contemporary whole-sale electricity markets, real-time prices are typically determined by solving the network-constrained…

机器学习 · 计算机科学 2014-02-17 Vassilis Kekatos , Georgios B. Giannakis , Ross Baldick

In this work we design and compare different supervised learning algorithms to compute the cost of Alternating Current Optimal Power Flow (ACOPF). The motivation for quick calculation of OPF cost outcomes stems from the growing need of…

机器学习 · 计算机科学 2016-12-21 Raphael Canyasse , Gal Dalal , Shie Mannor

Modular batteries can be aggregated to deliver frequency regulation services for power grids. Although utilizing the idle capacity of battery modules is financially attractive, it remains challenging to consider the heterogeneous…

系统与控制 · 电气工程与系统科学 2025-04-07 Yutong He , Guangchun Ruan , Haiwang Zhong

Electricity markets often utilize the DC approximation of the AC power flow equations to facilitate solving an otherwise complex nonconvex optimization problem. These DC power flow equations have analogies to DC circuit laws such as…

最优化与控制 · 数学 2024-03-29 Kyri Baker , Harsha Gangammanavar

This paper presents a tensor-recovery method to solve probabilistic power flow problems. Our approach generates a high-dimensional and sparse generalized polynomial-chaos expansion that provides useful statistical information. The result…

计算工程、金融与科学 · 计算机科学 2015-08-12 Zheng Zhang , Hung Dinh Nguyen , Konstantin Turitsyn , Luca Daniel

This paper presents a convex reformulation of a nonlinear constrained optimization problem for Markov decision processes, and applies the technical findings to optimal control problems for an ensemble of thermostatically controlled loads…

系统与控制 · 电气工程与系统科学 2019-08-27 Emilio Benenati , Marcello Colombino , Emiliano Dall'Anese

In energy systems with high shares of weather-driven renewable power sources, gas-fired power plants can serve as a back-up technology to ensure security of supply and provide short-term flexibility. Therefore, a tighter coordination…

最优化与控制 · 数学 2018-05-17 Christos Ordoudis , Pierre Pinson , Juan M. Morales

Probabilistic load flow (PLF) calculation, as a fundamental tool to analyze transmission system behavior, has been studied for decades. Despite a variety of available methods, existing PLF approaches rarely take system control into account.…

系统与控制 · 电气工程与系统科学 2022-03-02 Mengshuo Jia , Qianni Cao , Chen Shen , Gabriela Hug

This paper presents a simulation approach to enhance the power quality of a PV-micro hydro grid supplying both linear consumer load and non-linear industrial load by integrating Shunt Active Power Filter (SAPF), utilizing instantaneous PQ…

系统与控制 · 电气工程与系统科学 2024-06-11 Raj Krishna Nepal , Bibek Khanal , Sanket Khatiwada , Nirajan Bhandari , Bishal Rijal , Raisha Karmacharya , Ajay Thapa

Regulators and utilities have been exploring hourly retail electricity pricing, with several existing programs providing day-ahead hourly pricing schedules. At the same time, customers are deploying distributed energy resources and smart…

系统与控制 · 电气工程与系统科学 2025-09-11 Phillippe K. Phanivong , Duncan S. Callaway

In electricity markets, locational marginal price (LMP) forecasting is particularly important for market participants in making reasonable bidding strategies, managing potential trading risks, and supporting efficient system planning and…

机器学习 · 计算机科学 2021-07-28 Yuyun Yang , Zhenfei Tan , Haitao Yang , Guangchun Ruan , Haiwang Zhong

Today, power waste is one of the most crucial problems which power stations across the world are facing. One of the recent trends of the energy system is the lean management technique. When lean management is indicated by the system,…

最优化与控制 · 数学 2021-01-18 Mohsen Momenitabar , Zhila Dehdari Ebrahimi , Seyed Hassan Hosseini , Mohammad Arani

Grid security and open markets are two major smart grid goals. Transparency of market data facilitates a competitive and efficient energy environment, yet it may also reveal critical physical system information. Recovering the grid topology…

机器学习 · 统计学 2016-11-17 Vassilis Kekatos , Georgios B. Giannakis , Ross Baldick

Phase retrieval is a prevalent problem in digital signal processing and experimental physics that consists of estimating a complex signal from magnitude measurements. This paper expands the classical phase retrieval framework to electric…

信号处理 · 电气工程与系统科学 2023-05-17 Samuel Talkington , Santiago Grijalva