Phillip Stoffel

According to our database, Phillip Stoffel authored at least 4 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Interpretable data-driven model predictive control of building energy systems using SHAP.

Patrick Henkel, Tobias Kasperski, Phillip Stoffel, Dirk Müller

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

2023

Toward Trustworthy Machine Learning Models for Fault Detection in Energy Systems.

Martin Rätz, Patrick Henkel, Phillip Stoffel, Rita Streblow, Dirk Müller

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

2022

Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems.

Phillip Stoffel, Charlotte Löffler, Steffen Eser, Alexander Kümpel, Dirk Müller

Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022

Distributed model predictive control of a nonlinear building energy system using consensus ADMM.

Steffen Eser, Phillip Stoffel, Alexander Kümpel, Dirk Müller

Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022