DFG Research Training Group 2153: "Energy Status Data - Informatics Methods for its Collection, Analysis and Exploitation"
Philipp Staudt

M.Sc. Philipp Staudt

  • Karlsruhe Institute of Technology (KIT)
    Fakultät für Wirtschaftswissenschaften
    Institut für Informationswirtschaft und Marketing
    Fritz-Erler-Straße 23, 76133 Karlsruhe

Research Abstract

The ongoing energy transition in Germany creates various challenges for utilities and network operators. The expansion of wind generation in the north and the parallel nuclear fade out which mainly impacts the south, force operators to transmit large quantities of energy through an underdeveloped grid. The German response to these imbalances is an increase in transmission capacity through grid expansions. This is to ensure that electricity trade can continue as is and the assumption of having a copper plate transmission grid still holds. However, a more market based solution might be beneficial and less costly. As already proposed by the European Union, Germany could be split into several market zones which would lead to the communication of scarcity signals to market participants through rising prices in regions with large imbalances of supply and demand. This would create incentives for developers to invest in generation capacity where it is most beneficial. It would also support a more local approach to the energy transition that has frequently been called for. Such a market setup has been discussed under the term of zonal pricing and should be investigated in general and for the German market and extended to address grid expansion incentives. Furthermore, new developments such as large shares of renewable generation or the implementation of the smart grid need to be addressed for zonal markets. Therefore, the objective of this dissertation is an assessment of the implementation of advanced zonal pricing on the German electricity market.

Research interests

  • Energy Markets & Systems
  • Applications of Smart Meter Data
  • Data Mining & Analytics Methods

Publications


Vehicle Scheduling and refueling of Hydrogen Buses with On-site Electrolysis.
Golla, A.; Scheidt, F. vom; Röhrig, N.; Staudt, P.; Weinhardt, C.
2021. Informatik 2020 - Back to the future. Hrsg.: R. H. Reussner, 795–806, Gesellschaft für Informatik (GI). doi:10.18420/inf2020_70
An operational strategy for district heating networks: application of data-driven heat load forecasts.
Golla, A.; Geis, J.; Loy, T.; Staudt, P.; Weinhardt, C.
2020. Energy informatics, 3 (S1). doi:10.1186/s42162-020-00125-5
Direct Policy Search for Multiobjective Optimization of the Sizing and Operation of Citizen Energy Communities.
Golla, A.; Meinke, R.-J.; Liu, M. V.; Staudt, P.; Anderson, C. L.; Weinhardt, C.
2021. 54th Hawaii International Conference on System Sciences (HICSS), 5th to 8th January 2021, Maui, Hawaii, 3263–3272, Hamilton Library
Towards Financial Risk Management for Intermittent Renewable Generation with Battery Storage.
Henni, S.; Staudt, P.; Jaquart, P.; Weinhardt, C.
2021. Hawaii International Conference on System Sciences 2021, 3311–3320, Hamilton Library. doi:10.24251/HICSS.2021.402
The German Electricity System in 2030: Data on Consumption, Generation, and the Grid.
vom Scheidt, F.; Müller, C.; Staudt, P.; Weinhardt, C.
2020, November 3. doi:10.5445/IR/1000125576
The German electricity system in 2030: data on consumption, generation, and the grid.
vom Scheidt, F.; Müller, C.; Staudt, P.; Weinhardt, C.
2020, October 8. doi:10.5445/IR/1000124167
Scaling the Concept of Citizen Energy Communities through a Platform-based Decision Support System.
Golla, A.; Henni, S.; Staudt, P.
2020. European Conference on Information Systems (ECIS)
Data analytics in the electricity sector – A quantitative and qualitative literature review.
Scheidt, F. vom; Medinová, H.; Ludwig, N.; Richter, B.; Staudt, P.; Weinhardt, C.
2020. Energy and AI, 1, Article no: 100009. doi:10.1016/j.egyai.2020.100009
Call for Papers, Issue 3/2021: Energy Informatics.
Staudt, P.; Lehnhoff, S.; Watson, R.
2019. Business & information systems engineering, 61 (6), 767–769. doi:10.1007/s12599-019-00619-x
Combining PVT Generation and Air Conditioning: A Cost Analysis of Surplus Heat Utilization.
Golla, A.; Staudt, P.; Weinhardt, C.
2019. 2nd International Conference on Smart Energy Systems and Technologies (SEST 2019), Porto, P, September 9-11, 2019, Article No.8849048, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SEST.2019.8849048
Perspectives on data availability and market approaches to congestion management.
Richter, B.; Staudt, P.
2019. Information technology, 61 (2-3), 73–85. doi:10.1515/itit-2019-0020
Predicting transmission line congestion in energy systems with a high share of renewables.
Staudt, P.; Rausch, B.; Gärttner, J.; Weinhardt, C.
2019. 2019 IEEE Milan PowerTech, 23-27 June 2019, Milan, Italy, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/PTC.2019.8810527
Market mechanisms for neighbourhood electricity grids: Design and agent-based evaluation.
Staudt, P.; Köpke, S.; Weinhardt, C.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, 1–16, AIS eLibrary (AISeL)
Assessing the Economics of Residential Electricity Tariff Selection.
Vom Scheidt, F.; Staudt, P.; Weinhardt, C.
2019. Proceedings of the 2nd International Conference on Smart Energy Systems and Technologies (SEST), Porto, Portugal, 9 - 11 September 2019, Article No.8849143, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SEST.2019.8849143
Transmission Congestion Management in Electricity Grids - Designing Markets and Mechanisms. PhD dissertation.
Staudt, P.
2019. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000097781
Behavioral Studies In Energy Economics: A Review And Research Framework.
Staudt, P.; Golla, A.; Richter, B.; Schmidt, M.; Scheidt, F. vom; Weinhardt, C.
2019. 42nd IAEE International Conference: Local Energy, Global Markets (IAEE 2019), Montreal, CDN, May 29 - June 1, 2019
Marketing risk of renewable generators.
Staudt, P.; Jochem, P.; Kimbrough, S.
2019. Proceedings of the Tenth ACM International Conference on Future Energy Systems - e-Energy ’19, Phoenix, AZ, USA, June 25 - 28, 2019, 433–435, Association for Computing Machinery (ACM). doi:10.1145/3307772.3330178
Transmission grid congestion data and directions for future research.
Rausch, B.; Staudt, P.; Weinhardt, C.
2019. Proceedings of the Tenth ACM International Conference on Future Energy Systems - e-Energy ’19, Phoenix, AZ, USA, June 25 - 28, 2019, 443–446, Association for Computing Machinery (ACM). doi:10.1145/3307772.3331018
Smart Grids and Energy Markets.
Staudt, P.; Weinhardt, C.
2018. Stanford Linear Accelerator (SLAC 2018), Stanford, CA, USA, December 7, 2018
Redispatch data Germany 2015-2017.
Staudt, P.; Rausch, B.; Weinhardt, C.
2019. doi:10.5445/IR/1000089980
Congestion data of 50 Hertz 2015-2017.
Staudt, P.; Rausch, B.; Weinhardt, C.
2019. doi:10.5445/IR/1000089661
Predicting Redispatch in the German Electricity Market using Information Systems based on Machine Learning.
Staudt, P.; Träris, Y.; Rausch, B.; Weinhardt, C.
2018. ICIS 2018 Proceedings
Liberalized markets for power transmission capacity.
Staudt, P.; Garttner, J.; Richter, B.; Weinhardt, C.
2018. 15th International Conference on the European Energy Market, EEM 2018; Lodz; Poland; 27 June 2018 through 29 June 2018, Art. Nr.: 8469915, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EEM.2018.8469915
Quantifying Factors for Participation in Local Electricity Markets.
Mengelkamp, E.; Staudt, P.; Gärttner, J.; Weinhardt, C.; Huber, J.
2018. 15th International Conference on the European Energy Market (EEM), Lodz, PL, June 27-29, 2018, 1–5, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EEM.2018.8469969
The potential of agent-Based simulation for assessing the bilateral-Nodal debate.
Staudt, P.; Gärttner, J.; Weinhardt, C.; Negrete-Pincetic, M.; Lorca, A.
2018. 9th ACM International Conference on Future Energy Systems, e-Energy 2018; Karlsruhe; Germany; 12 June 2018 through 15 June 2018, 465–467, Association for Computing Machinery (ACM). doi:10.1145/3208903.3212063
SCiBER: A new public data set of municipal building consumption.
Staudt, P.; Ludwig, N.; Huber, J.; Hagenmeyer, V.; Weinhardt, C.
2018. 9th ACM International Conference on Future Energy Systems (e-Energy), Karlsruhe, Germany, 12 - 15 June 2018, 618–621, Association for Computing Machinery (ACM). doi:10.1145/3208903.3210281
Using vehicle-to-grid concepts to balance redispatch needs: A case study in Germany.
Staudt, P.; Gärttner, J.; Schmidt, M.; Weinhardt, C.
2018. 9th ACM International Conference on Future Energy Systems, e-Energy 2018; Karlsruhe; Germany; 12 June 2018 through 15 June 2018, 80–84, Association for Computing Machinery (ACM). doi:10.1145/3208903.3208926
Assessment of Market Power in Local Electricity Markets with regards to Competition and Tacit Collusion.
Staudt, P.; Gärttner, J.; Weinhardt, C.
2018. Multikonferenz Wirtschaftsinformatik, Data driven X - Turning Data into Value, Lüneburg, Germany, March 06-09, 2018. Bd.: 3. Ed.: P. Drews, 912–923, Leuphana Universität
A comprehensive modelling framework for demand side flexibility in smart grids.
Barth, L.; Ludwig, N.; Mengelkamp, E.; Staudt, P.
2018. Computer science - research and development, 33 (1-2), 13–23. doi:10.1007/s00450-017-0343-x
Analysis of redispatch and transmission capacity pricing on a local electricity market setup.
Staudt, P.; Wegner, F.; Gärttner, J.; Weinhardt, C.
2017. 14th International Conference on the European Energy Market (EEM), Dresden, Germany, 6th - 9th June 2017, Art. Nr. 17042716, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EEM.2017.7981959
Electricity and telecommunication markets: A discussion of market designs.
Staudt, P.; Gärttner, J.; Weinhardt, C.
2017. 14th International Conference on the European Energy Market (EEM), Dresden, June 6-9, 2017, 6 S., Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EEM.2017.7981956
Trading on Local Energy Markets : A Comparison of Market Designs and Bidding Strategies.
Mengelkamp, E.; Staudt, P.; Gärttner, J.; Weinhardt, C.
2017. Proceedings of the 14th International Conference on the European Energy Market (EEM), Dresden, Germany, 6th - 9th June 2017, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EEM.2017.7981938
Smart Data Selection and Reduction for Electric Vehicle Service Analytics.
Schoch, J.; Staudt, P.; Setzer, T.
2017. Proceedings of the 50th Hawaii International Conference on System Sciences (HICSS), Waikoloa, HI, USA, January 4-7, 2017, 1592–1601, University of Hawai’i at Manoa