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A Review of Graph Neural Networks and Their Applications in Power Systems [PDF]
Journal of Modern Power Systems and Clean Energy, 2021 Deep neural networks have revolutionized many machine learning tasks in power systems, ranging from pattern recognition to signal processing. The data in these tasks is typically represented in Euclidean domains.
Wenlong Liao +4 more
semanticscholar +1 more source
Power systems optimization under uncertainty: A review of methods and applications
Electric power systems research, 2023 Electric power systems and the companies and customers that interact with them are experiencing increasing levels of uncertainty due to factors such as renewable energy generation, market liberalization, and climate change.
Line A. Roald +5 more
semanticscholar +1 more source
International Transactions on Electrical Energy Systems, 2023 In this paper, the development and application of the radial basis function-finite difference (RBF-FD) method and the RBF-finite difference time domain (RBF-FDTD) method for solving electrical transient problems in power systems that are defined by the ...
Duc-Quang Vu +2 more
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IEEE Open Journal of Power Electronics, 2023 With today's demand for increased industrial process automation a trend towards Integrated Motor Drives (IMDs) has evolved allowing a low complexity and compact installation of the drive system.
Gwendolin Rohner +6 more
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Kernel-based online learning for real-time voltage control in distribution networks
IET Smart Grid, 2020 This paper presents a new data-driven voltage control approach for distribution networks based on kernel methods. Voltage control becomes more and more challenging due to the increased penetration of Distributed Generation (DG), bidirectional power flow ...
Lisette Cupelli +4 more
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Customizing a self-healing soft pump for robot
Nature Communications, 2021 Utilizing soft pumps in soft robotics is an attractive approach to endow untethered soft robots with muscle-like actuation. Here, the authors report bio-inspired soft electronic pumps as driving power sources to drive actuation and self-healing in ...
Wei Tang +13 more
doaj +1 more source
Placing Grid-Forming Converters to Enhance Small Signal Stability of PLL-Integrated Power Systems [PDF]
IEEE Transactions on Power Systems, 2020 The modern power grid features the high penetration of power converters, which widely employ a phase-locked loop (PLL) for grid synchronization. However, it has been pointed out that PLL can give rise to small-signal instabilities under weak grid ...
Chaoran Yang +3 more
semanticscholar +1 more source
Self-protection soft fluidic robots with rapid large-area self-healing capabilities
Nature Communications, 2023 Soft fluidic robots have attracted a lot of attention and have broad application prospects. However, poor fluidic power source and easy to damage have been hindering their development, while the lack of intelligent self-protection also brings ...
Wei Tang +13 more
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The applications of anisotropic electrodes in vacuum circuit breakers to increase the switching life [PDF]
E3S Web of Conferences, 2021 The article analyzes the disadvantages of the vacuum circuit breaker, the transients that occur during switching, as well as the processes that lead to a decrease in the contact system resource. The simulation of the vacuum circuit breaker electrodes was
Samofalov Yuri +2 more
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Developing a three-phase converter to be used in a prototype of a virtual inertia system based on frequency and active power relationship [PDF]
E3S Web of Conferences, 2023 The integration of power plants based on renewable energy sources (RES) into existing energy systems causes a number of problems, one of which is the violation of the stability of the generators parallel operation.
Burmeyster Maxim +3 more
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