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Power distribution networks, especially in North America, are often unbalanced but are designed to keep unbalance levels within the limits specified by IEEE, IEC, and NEMA standards. However, rapid integration of unbalanced devices, such as…

系统与控制 · 电气工程与系统科学 2025-01-14 Rahul K. Gupta , Daniel K. Molzahn

Grid-interfacing inverters act as the interface between renewable resources and the electric grid, and have the potential to offer fast and programmable controls compared to synchronous generators. With this flexibility there has been…

系统与控制 · 电气工程与系统科学 2025-03-25 Trager Joswig-Jones , Baosen Zhang

This paper is concerned with the problem of distributed estimation for time-varying interconnected dynamic systems with arbitrary coupling structures. To guarantee the robustness of the designed estimators, novel distributed stability…

系统与控制 · 电气工程与系统科学 2022-06-02 Yuchen Zhang , Bo Chen , Li Yu , Daniel W. C. Ho

With dramatic breakthroughs in recent years, machine learning is showing great potential to upgrade the toolbox for power system optimization. Understanding the strength and limitation of machine learning approaches is crucial to decide…

系统与控制 · 电气工程与系统科学 2022-02-03 Guangchun Ruan , Haiwang Zhong , Guanglun Zhang , Yiliu He , Xuan Wang , Tianjiao Pu

The ongoing process of smart grid digitalisation is increasing the volume of automated information exchange across distributed energy systems. This has driven the development of new information and data models when existing models fail to…

软件工程 · 计算机科学 2026-01-16 Christine van Stiphoudt , Sergio Potenciano Menci , Gilbert Fridgen

Modern distribution grids with high penetration of renewable generation provide substantial flexibility through distributed reactive power sources and transformer tap changers. This high degree of freedom can be exploited for optimisation.…

最优化与控制 · 数学 2026-04-30 Gerald Gebhardt , Bernd Engel

With the phenomenal growth in renewable energy generation, the conventional synchronous generator-based power plants are gradually getting replaced by renewable energy sources-based microgrids. Such transition gives rise to the challenges…

系统与控制 · 电气工程与系统科学 2024-07-03 Arghya Mallick , Abhishek Mishra , Ashish R. Hota , Prabodh Bajpai

As the energy transition transforms power grids across the globe, it poses several challenges regarding grid design and control. In particular, high levels of intermittent renewable generation complicate the task of continuously balancing…

最优化与控制 · 数学 2018-08-07 Randall Martyr , Benjamin Schaefer , Christian Beck , Vito Latora

Load side participation can provide support to the power network by appropriately adapting the demand when required. In addition, it enables an economically improved power allocation. In this study, we consider the problem of providing an…

最优化与控制 · 数学 2021-05-10 Andreas Kasis , Stelios Timotheou , Marios Polycarpou

Major challenges for the transition of power systems do not only tackle power electronics but also communication technology, power market economy and user acceptance studies. Simulation is an important research method therein, as it helps…

系统与控制 · 计算机科学 2018-07-03 Manfred Pöchacker , Anita Sobe , Wilfried Elmenreich

The energy transition entails a rapid uptake of renewable energy sources. Besides physical changes within the grid infrastructure, energy storage devices and their smart operation are key measures to master the resulting challenges like,…

最优化与控制 · 数学 2019-11-13 Manuel Baumann , Sara Grundel , Philipp Sauerteig , Karl Worthmann

Distribution factors are indispensable tools in the design and analysis of power transmission grids. Recently, they received a renewed interest in the field of topology optimization, leading to the definition of bus merge and bus split…

最优化与控制 · 数学 2024-12-24 Joost van Dijk , Nico Westerbeck , Lars Schewe , Andrea Benigni , Dirk Witthaut

These lecture notes provide a comprehensive guide on Grid Modeling of Renewable Energy, offering a foundational overview of power system network modeling, power flow, and load flow algorithms critical for electrical and renewable energy…

系统与控制 · 电气工程与系统科学 2024-10-31 Sohail Khan

The distribution system problems, such as planning, loss minimization, and energy restoration, usually involve the phase balancing or network reconfiguration procedures. The determination of an optimal phase balance is, in general, a…

神经与进化计算 · 计算机科学 2015-03-23 A. Ukil , W. Siti , J. Jordaan

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

A major transition in the operation of electric power grids is the replacement of synchronous machines by distributed generation connected via power electronic converters. The accompanying "loss of rotational inertia" and the fluctuations…

最优化与控制 · 数学 2021-01-15 Bala Kameshwar Poolla , Saverio Bolognani , Florian Dorfler

This PhD thesis thoroughly examines the utilization of deep learning techniques as a means to advance the algorithms employed in the monitoring and optimization of electric power systems. The first major contribution of this thesis involves…

机器学习 · 计算机科学 2023-09-04 Ognjen Kundacina

Optimal control of complex environments with robotic systems faces two complementary and intertwined challenges: efficient organization of sensory state information and far-sighted action planning. Because the reinforcement learning…

机器学习 · 计算机科学 2026-01-30 Abdullah Akgül , Gulcin Baykal , Manuel Haußmann , Mustafa Mert Çelikok , Melih Kandemir

Recent Odessa disturbance events have brought attention to the challenges associated with the interaction between Inverter-Based Resources (IBRs) and the transmission and distribution system. The NERC event diagnosis report has highlighted…

系统与控制 · 电气工程与系统科学 2024-08-01 Kaveri Mahapatra , Bhaskar Mitra , Soumya Kundu

A distributed controller for secondary control problems in microgrids with grid-forming (GFM) inverter-based resources (IBRs) is developed. The controller is based on distributed optimization and is synthesized and implemented…

系统与控制 · 电气工程与系统科学 2024-10-01 Vivek Khatana , Soham Chakraborty , Murti V. Salapaka