Alexander Dreher
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View article: Artificial Intelligence for Electricity Supply Chain automation
Artificial Intelligence for Electricity Supply Chain automation Open
The Electricity Supply Chain is a system of enabling procedures to optimize processes ranging from production to transportation and consumption of electricity. The proportion of distributed energy sources within the electricity system incr…
View article: AI agents envisioning the future: Forecast-based operation of renewable energy storage systems using hydrogen with Deep Reinforcement Learning
AI agents envisioning the future: Forecast-based operation of renewable energy storage systems using hydrogen with Deep Reinforcement Learning Open
Hydrogen-based energy storage has the potential to compensate for the volatility of renewable power generation in energy systems with a high renewable penetration. The operation of these storage facilities can be optimized using automated …
View article: Flexibility Reserve of Self-Consumption Optimized Energy Systems in the Household Sector
Flexibility Reserve of Self-Consumption Optimized Energy Systems in the Household Sector Open
Energy generation and consumption in the power grid must be balanced at every single moment. Within the synchronous area of continental Europe, flexible generators and loads can provide Frequency Containment Reserve and Frequency Restorati…
View article: Design and evaluation of a last-minute electricity market considering local grid limitations
Design and evaluation of a last-minute electricity market considering local grid limitations Open
Schedule deviations have become a major issue in Germany's power system in recent years. This paper introduces a fast local intraday market design to address this problem. It shows the concept of a market clearing process for the 15- minut…