Information & Market Engineering - Prof. Dr. Christof Weinhardt
Philipp Staudt

Dr. Philipp Staudt

  • Karlsruhe Institute of Technology (KIT)
    Fakultät für Wirtschaftswissenschaften
    Institut für Wirtschaftsinformatik und Marketing
    Kaiserstraße 89, 76133 Karlsruhe

Activities

Research interests & -methods

  • Energy Economics and Mechanism Design
  • Applications of Game Theory and Agent-based Analysis
  • Data Mining & Analytics Methods

 

Lectures, Tutorials, Seminars

WS 2019/20

  • Lecture "Advanced Information Systems"
  • Seminar "Smart Grid Economics"
  • Seminar "Applied Research Seminar: Energy Economics"

SS 2019

  • Lecture "Energy Market Engineering"
  • Lecture and Exercise "Business Data Analytics - Applications and Tools"
  • Seminar "Smart Grid Economics

WS 2018/19

  • Lecture and Exercise "Smart Grid Applications"
  • Seminar "Smart Grid Economics"

SS 2018

  • Lecture and Exercise "Energy Market Engineering"
  • Seminar "Smart Grid Economics"

WS 2017/18

  • Seminar "Smart Grid Economics"
  • Seminar "Energy optimization in Smart Cities"

SS 2017

  • Exercise "eEnergy: Markets, Services, Systems"
  • Seminar "Smart Grid Economics"
  • Seminar "Energy optimization in Smart Cities"

WS 2016/17

  • Seminar "Smart Grid Economics"
 

Curriculum Vitae

06.2019 Graduation to Dr. rer. pol. (summa cum laude) on the topic of "Transmission Congestion Management in Electricity Grids - Designing Markets and Mechanisms"
08.2018 Visiting researcher at the University of California, Berkeley
03.2018 Head of the research group Smart Grids & Energy Markets
09.2017 Visiting researcher at Pontificia Universidad Católica de Chile, Santiago
05.2016 Research Assistant at the Institute of Information Systems and Marketing (IISM), Graduate School Energy Status Data
04.2016 Master Thesis: Simulation based Data Selection and Reduction for EV Battery Aging Prediction 
10.2013 Scholarship awarded by the Foundation of German Businesses (sdw)
10.2013 Master of Science, Mathematics and Economics, Karlsruhe Institute for Technology (KIT)
10.2012 Scholarship awarded by the KIT (Deutschlandstipendium)
09.2013 Bachelor Thesis: Price prognosis of weekly contracts in the German wholesale power market using a production cost based fundamental model
08.2011 Visiting student at the University of Connecticut (UCONN), Industrial Engineering
10.2009 Bachelor of Science, Industrial Engineering, Karlsruher Institut für Technologie (KIT)
05.2008 Abitur at the Wolfgang-Ernst-Gymnasium, Büdingen

Publications


Research Data
2020
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
2019
Presentations
2018
Smart Grids and Energy Markets.
Staudt, P.; Weinhardt, C.
2018. Stanford Linear Accelerator (SLAC 2018), Stanford, CA, USA, December 7, 2018
Conference Papers
2021
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, 50. Jahrestagung der Gesellschaft für Informatik (GI), 28. September - 2. Oktober 2020 Karlsruhe, Deutschland. Ed.: Ralf H. Reussner, 795–806, Gesellschaft für Informatik (GI). doi:10.18420/inf2020_70
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
2020
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)
2019
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)
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
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
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
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
2018
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
2017
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
Journal Articles
2020
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
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
2019
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
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
2018
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
PhD Theses
2019
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

Supervised Theses (Excerpt)

 
 
Design and Agent-Based Evaluation of a Market Mechanism for Neighborhood Electricity Grids
[Bachelorthesis]
 
Applying machine learning to reveal gaming opportunities on electricity markets
[Masterthesis]
 
Identification of Bidding Strategies in the German Control Reserve Market Using Data Analytics
[Bachelorthesis]
 
Using deep-learning approaches to predict redispatch in the German electricity system
[Bachelorthesis]
 
Forecasting Political Elections: An Artificial Neural Network Approach
[Masterthesis]
 
Data Analytics in Energy Economics: Identifying Strategies from Data
[Masterthesis]
 
Big Data Analytics in energy economics: Strategic bidding under redispatch regimes
[Bachelorthesis]
 
Behavioral Economics and Sustainability
[Masterthesis]