Zobrazeno 1 - 10
of 211
pro vyhledávání: '"Schaefer, Benjamin"'
Outdoor air pollution is estimated to cause a huge number of premature deaths worldwide, it catalyses many diseases on a variety of time scales, and it has a detrimental effect on the environment. In light of these impacts it is necessary to obtain a
Externí odkaz:
http://arxiv.org/abs/2407.18268
Autor:
Butt, Hallah Shahid, Schäfer, Benjamin
Publikováno v:
ExEn Workshop 2024
With economic development, the complexity of infrastructure has increased drastically. Similarly, with the shift from fossil fuels to renewable sources of energy, there is a dire need for such systems that not only predict and forecast with accuracy
Externí odkaz:
http://arxiv.org/abs/2405.18823
To reduce the heavy computational burden of reactive power optimization of distribution networks, machine learning models are receiving increasing attention. However, most machine learning models (e.g., neural networks) are usually considered as blac
Externí odkaz:
http://arxiv.org/abs/2311.03863
Autor:
Trebbien, Julius, Pütz, Sebastian, Schäfer, Benjamin, Nygård, Heidi S., Gorjão, Leonardo Rydin, Witthaut, Dirk
Accurate forecasts of electricity prices are crucial for the management of electric power systems and the development of smart applications. European electricity prices have risen substantially and became highly volatile after the Russian invasion of
Externí odkaz:
http://arxiv.org/abs/2310.03339
Autor:
Hertel, Matthias, Beichter, Maximilian, Heidrich, Benedikt, Neumann, Oliver, Schäfer, Benjamin, Mikut, Ralf, Hagenmeyer, Veit
In the smart grid of the future, accurate load forecasts on the level of individual clients can help to balance supply and demand locally and to prevent grid outages. While the number of monitored clients will increase with the ongoing smart meter ro
Externí odkaz:
http://arxiv.org/abs/2306.10891
Publikováno v:
ACM e-Energy Companion (2023) 26-31
A stable supply of electrical energy is essential for the functioning of our society. Therefore, the electrical power grid's operation and energy and balancing markets are subject to strict regulations. As the external technical, economic, or social
Externí odkaz:
http://arxiv.org/abs/2303.17455
Quantifying the stability of an equilibrium is central in the theory of dynamical systems as well as in engineering and control. A comprehensive picture must include the response to both small and large perturbations, leading to the concepts of local
Externí odkaz:
http://arxiv.org/abs/2302.08566
Autor:
Oberhofer, Ulrich, Gorjão, Leonardo Rydin, Yalcin, G. Cigdem, Kamps, Oliver, Hagenmeyer, Veit, Schäfer, Benjamin
Mitigating climate change requires a transition away from fossil fuels towards renewable energy. As a result, power generation becomes more volatile and options for microgrids and islanded power-grid operation are being broadly discussed. Therefore,
Externí odkaz:
http://arxiv.org/abs/2301.04551
Autor:
Trebbien, Julius, Gorjão, Leonardo Rydin, Praktiknjo, Aaron, Schäfer, Benjamin, Witthaut, Dirk
Electricity prices in liberalized markets are determined by the supply and demand for electric power, which are in turn driven by various external influences that vary strongly in time. In perfect competition, the merit order principle describes that
Externí odkaz:
http://arxiv.org/abs/2212.04805
The operation of power systems is affected by diverse technical, economic and social factors. Social behaviour determines load patterns, electricity markets regulate the generation and weather-dependent renewables introduce power fluctuations. Thus,
Externí odkaz:
http://arxiv.org/abs/2211.01481