Concepedia

Martin Rätz

MR

4

Publications

177

Citations

4

H-Index

2019

Active since

Affiliations

RWTH Aachen University(Current)

Martin Rätz is an author at RWTH Aachen University specializing in energy modeling, energy, and systems engineering.

Top concepts

EnergyEngineeringData ScienceEnergy ModelingMachine LearningEnergy ManagementSystems EngineeringGreen BuildingBuilding EnergyProcess Control

Publications per year

2019–2023

4

Publications

4

Automated data-driven modeling of building energy systems via machine learning algorithms

Martin Rätz, Amir Pasha Javadi, Marc Baranski et al. · Energy and Buildings · 2019 · 76 citations

Data-driven Modeling, Energy Modeling, Machine Learning +12

Review of automated time series forecasting pipelines

Stefan Meisenbacher, Marian Turowski, Kaleb Phipps et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2022 · 63 citations · Full text

Safe operation of online learning data driven model predictive control of building energy systems

Phillip Stoffel, Patrick Henkel, Martin Rätz et al. · Energy and AI · 2023 · 26 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Identifying the validity domain of machine learning models in building energy systems

Martin Rätz, Patrick Henkel, Phillip Stoffel et al. · Energy and AI · 2023 · 12 citations · Full text

Rows per page

1–4 of 4