1.2k citations · 1.2k across the 3 of their papers we have counts for
5 papers
Towards Organic Distribution Systems -- The Vision of Self-Configuring, Self-Organising, Self-Healing, and Self-Optimising Power Distribution Management
Inga Loeser, Martin Braun, Christian Gruhl +3
Due to the decarbonisation of energy use, the power system is expected to become the backbone of all energy sectors and thus the basic critical infrastructure. High penetration wit…
Evaluating Machine Learning Models for the Fast Identification of Contingency Cases
Florian Schaefer, Jan-Hendrik Menke, Martin Braun
Fast approximations of power flow results are beneficial in power system planning and live operation. In planning, millions of power flow calculations are necessary if multiple yea…
Comparison of Meta-Heuristics for the Planning of Meshed Power Systems
Florian Schäfer, Jan-Hendrik Menke, Martin Braun
The power system planning task is a combinatorial optimization problem. The objective function minimizes the economic costs subject to a set of technical and operational constraint…
Distribution System Monitoring for Smart Power Grids with Distributed Generation Using Artificial Neural Networks
Jan-Hendrik Menke, Nils Bornhorst, Martin Braun
The increasing number of distributed generators connected to distribution grids requires a reliable monitoring of such grids. Economic considerations prevent a full observation of…
pandapower - an Open Source Python Tool for Convenient Modeling, Analysis and Optimization of Electric Power Systems
Leon Thurner, Alexander Scheidler, Florian Schäfer +5
pandapower is a Python based, BSD-licensed power system analysis tool aimed at automation of static and quasi-static analysis and optimization of balanced power systems. It provide…