4 citations · 5 across the 4 of their papers we have counts for
4 papers
Explainable Data-driven Deep Reinforcement Learning Methods for Optimal Energy Management in Buildings
Hallah Shahid Butt, Qiong Huang, Gökhan Demirel +6
The increasing integration of renewable energy sources into power systems, particularly in buildings equipped with photovoltaic (PV) panels and energy storage systems, introduces s…
Impact and Integration of Mini Photovoltaic Systems on Electric Power Distribution Grids
Gökhan Demirel, Simon Grafenhorst, Kevin Förderer +1
This work analyzes the impact of varying concentrations mini-photovoltaic (MPV) systems, often referred to as balcony power plants, on the stability and control of the low-voltage…
Open Energy Services -- Forecasting and Optimization as a Service for Energy Management Applications at Scale
David Wölfle, Kevin Förderer, Tobias Riedel +4
This article aims at facilitating the widespread application of Energy Management Systems (EMSs), especially on buildings and cities, in order to support the realization of future…
Distribution Grid Monitoring Based on Widely Available Smart Plugs
Simon Grafenhorst, Kevin Förderer, Veit Hagenmeyer
The growing popularity of e-mobility, heat pumps, and renewable generation such as photovoltaics is leading to scenarios which the distribution grid was not originally designed for…