Philipp Staudt

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 40

Top Topics

Electricity Markets

Direct Policy Search

Reinforcement Learning

Top Venues

Bus. Inf. Syst. Eng.

Publications

Kim K. Miskiw, Nick Harder, Philipp Staudt
Multi Power-Market Bidding: Stochastic Optimization and Reinforcement Learning. HICSS (2024)
Philipp Staudt, Rainer Hoffmann
How a Utility Company Established a Corporate Data Culture for Data-Driven Decision Making. MIS Q. Executive 23 (1) (2024)
Saskia Bluhm, Philipp Staudt, Christof Weinhardt
Ensuring Energy Affordability through Digital Technology: A Research Model and Intervention Design. Wirtschaftsinformatik (2023)
Nick Harder, Anke Weidlich, Philipp Staudt
Modeling Participation of Storage Units in Electricity Markets using Multi-Agent Deep Reinforcement Learning. e-Energy (2023)
Nick Harder, Anke Weidlich, Philipp Staudt
Finding individual strategies for storage units in electricity market models using deep reinforcement learning. Energy Inform. 6 (1) (2023)
Anke Weidlich, Dirk Neumann, Philipp Staudt, Gunther Gust, Mirko Schäfer
Welcome message from the organizers. Energy Inform. 5 (2022)
Carolin Stein, Philipp Staudt, Anke Greif-Winzrieth
The Success of Others: Copy Trading and Risk. Wirtschaftsinformatik (2022)
Bent Richter, Philipp Staudt, Christof Weinhardt
Designing Local Energy Market Applications. Scand. J. Inf. Syst. 34 (2) (2022)
Yuchen Zhou, Sarah Henni, Philipp Staudt
Managing Intermittent Renewable Generation with Battery Storage using a Deep Reinforcement Learning Strategy. Wirtschaftsinformatik (2022)
Saskia Bluhm, Philipp Staudt, Christof Weinhardt
Towards Designing Smart Home Energy Applications for Effective Use. DESRIST (2022)
Bent Richter, Armin Golla, Klaus Welle, Philipp Staudt, Christof Weinhardt
Local energy markets - an IT-architecture design. Energy Inform. 4 (S2) (2021)
Frederik vom Scheidt, Xinyuan Dong, Andrea Bartos, Philipp Staudt, Christof Weinhardt
Probabilistic Forecasting of Household Loads: Effects of Distributed Energy Technologies on Forecast Quality. e-Energy (2021)
Sebastian Lehnhoff, Philipp Staudt, Richard T. Watson
Changing the Climate in Information Systems Research. Bus. Inf. Syst. Eng. 63 (3) (2021)
Philipp Staudt
Interview with Rainer Hoffmann on "The Transformation Towards Artificial Intelligence of Electric Utilities". Bus. Inf. Syst. Eng. 63 (3) (2021)
Armin Golla, Robin-Joshua Meinke, Mengwei Liu, Philipp Staudt, C. Lindsay Anderson, Christof Weinhardt
Direct Policy Search for Multiobjective Optimization of the Sizing and Operation of Citizen Energy Communities. HICSS (2021)
Philipp Staudt, Anke Greif-Winzrieth, Petra Nieken
Increasing Contributions to Sustainable Projects through Digital Nudges Amplifying Social Comparison. ICIS (2021)
Frederik vom Scheidt, Jingyi Qu, Philipp Staudt, Dharik S. Mallapragada, Christof Weinhardt
The effects of electricity tariffs on cost-minimal hydrogen supply chains and their impact on electricity prices and redispatch costs. HICSS (2021)
Anke Weidlich, Dirk Neumann, Philipp Staudt, Gunther Gust, Mirko Schäfer
Welcome message from the organizers. Energy Inform. 4 (S3) (2021)
Sarah Henni, Philipp Staudt, Patrick Jaquart, Christof Weinhardt
Towards Financial Risk Management for Intermittent Renewable Generation with Battery Storage. HICSS (2021)
Armin Golla, Sarah Henni, Philipp Staudt
Scaling the Concept of Citizen Energy Communities through a Platform-Based Decision Support System. ECIS (2020)
Sönke Knoch, Philipp Staudt, Bruno Puzzolante, Andrea Maggi
A Smart Digital Platform for Airport Services Improving Passenger Satisfaction. CBI (1) (2020)
Philipp Staudt, Shmuel S. Oren
A Merchant Transmission Approach for Uniform-Price Electricity Markets. HICSS (2020)
Sönke Knoch, Nico Herbig, Shreeraman Ponpathirkoottam, Felix Kosmalla, Philipp Staudt, Daniel Porta, Peter Fettke, Peter Loos
Sensor-based Human-Process Interaction in Discrete Manufacturing. J. Data Semant. 9 (1) (2020)
Benjamin Rausch, Kevin Mayer, Marie-Louise Arlt, Gunther Gust, Philipp Staudt, Christof Weinhardt, Dirk Neumann, Ram Rajagopal
An Enriched Automated PV Registry: Combining Image Recognition and 3D Building Data. CoRR (2020)
Armin Golla, Julian Geis, Timon Loy, Philipp Staudt, Christof Weinhardt
An operational strategy for district heating networks: application of data-driven heat load forecasts. Energy Inform. 3 (S1) (2020)
Armin Golla, Frederik vom Scheidt, Nicole Röhrig, Philipp Staudt, Christof Weinhardt
Vehicle Scheduling and refueling of Hydrogen Buses with On-site Electrolysis. GI-Jahrestagung (2020)
Philipp Staudt, Sebastian Lehnhoff, Richard T. Watson
Call for Papers, Issue 3/2021 - Energy Informatics. Bus. Inf. Syst. Eng. 61 (6) (2019)
Philipp Staudt, Patrick Jochem, Steve Kimbrough
Marketing Risk of Renewable Generators. e-Energy (2019)
Bent Richter, Philipp Staudt
Perspectives on data availability and market approaches to congestion management. it Inf. Technol. 61 (2-3) (2019)
Benjamin Rausch, Philipp Staudt, Christof Weinhardt
Transmission Grid Congestion Data and Directions for Future Research. e-Energy (2019)
Philipp Staudt, Sven Köpke, Christof Weinhardt
Market Mechanisms for neighbourhood electricity Grids: Design and Agent-based Evaluation. ECIS (2019)
Philipp Staudt, Yannick TrXris, Benjamin Rausch, Christof Weinhardt
Predicting Redispatch in the German Electricity Market using Information Systems based on Machine Learning. ICIS (2018)
Philipp Staudt, Johannes Gärttner, Christof Weinhardt
Assessment of Market Power in Local Electricity Markets with regards to Competition and Tacit Collusion. MKWI (2018)
Philipp Staudt, Johannes Gärttner, Christof Weinhardt, Matías Negrete-Pincetic, Álvaro Lorca
The Potential of Agent-Based Simulation for Assessing the Bilateral-Nodal Debate. e-Energy (2018)
Philipp Staudt, Sönke Knoch, Daniel Porta
Event-based Process Simulation of Operating Resources in Assembly Workflows. BPM (Dissertation/Demos/Industry) (2018)
Sönke Knoch, Nico Herbig, Shreeraman Ponpathirkoottam, Felix Kosmalla, Philipp Staudt, Peter Fettke, Peter Loos
Enhancing Process Data in Manual Assembly Workflows. Business Process Management Workshops (2018)
Philipp Staudt, Marc Schmidt, Johannes Gärttner, Christof Weinhardt
Using vehicle-to-grid concepts to balance redispatch needs: A case study in Germany. e-Energy (2018)
Philipp Staudt, Nicole Ludwig, Julian Huber, Veit Hagenmeyer, Christof Weinhardt
SCiBER: A new public data set of municipal building consumption. e-Energy (2018)
Lukas Barth, Nicole Ludwig, Esther Mengelkamp, Philipp Staudt
A comprehensive modelling framework for demand side flexibility in smart grids. Comput. Sci. Res. Dev. 33 (1-2) (2018)
Jennifer Schoch, Philipp Staudt, Thomas Setzer
Smart Data Selection and Reduction for Electric Vehicle Service Analytics. HICSS (2017)