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
Presentations
2018
Smart Grids and Energy Markets
Staudt, P.; Weinhardt, C.
2018. Stanford Linear Accelerator (SLAC 2018), Stanford, CA, USA, December 7, 2018
Reports/Preprints
2021
Integrating Hydrogen in Single-Price Electricity Systems: The Effects of Spatial Economic Signals
Scheidt, F. vom; Qu, J.; Staudt, P.; Mallapragada, D. S.; Weinhardt, C.
2021. doi:10.5445/IR/1000133739
Conference Papers
2022
The Success of Others: Copy Trading and Risk
Stein, C.; Staudt, P.; Greif-Winzrieth, A.
2022. Wirtschaftsinformatik 2022 Proceedings, AIS eLibrary (AISeL)
Towards Designing Smart Home Energy Applications for Effective Use
Bluhm, S.; Staudt, P.; Weinhardt, C.
2022. The Transdisciplinary Reach of Design Science Research – 17th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2022, St Petersburg, FL, USA, June 1–3, 2022, Proceedings. Ed.: A. Drechsler, 303–314, Springer International Publishing. doi:10.1007/978-3-031-06516-3_23
Managing Intermittent Renewable Generation with Battery Storage using a Deep Reinforcement Learning Strategy
Zhou, Y.; Henni, S.; Staudt, P.
2022. Wirtschaftsinformatik 2022 Proceedings. Hrsg.: Internationale Tagung Wirtschaftsinformatik
2021
Probabilistic Forecasting of Household Loads: Effects of Distributed Energy Technologies on Forecast Quality
Scheidt, F. vom; Dong, X.; Bartos, A.; Staudt, P.; Weinhardt, C.
2021. e-Energy ’21: The Twelfth ACM International Conference on Future Energy Systems Virtual Event Italy 28 June, 2021- 2 July, 2021, 231–238, Association for Computing Machinery (ACM). doi:10.1145/3447555.3464861
Online Operation and Profitability Evaluation for a Multi-Tasking Community Energy Storage with Prioritized Services
Henni, S.; Wiedemer, M.; Staudt, P.; Weinhardt, C.
2021. Community Workshop Proceedings. Energy Informatics and Electro Mobility ICT, March 8, 2021. Pre-Conference 16. International Congress on Wirtschaftsinformatik Universität Duisburg-Essen, 5–20, BIS-Verlag
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
Increasing Contributions to Sustainable-Projects through digital nudges amplifying social comparision
Staudt, P.; Greif-Winzrieth, A.; Nieken, P.
2021. Increasing Contributions to Sustainable Projects through Digital Nudges Amplifying Social Comparison" (2021). ICIS 2021 Proceedings. 12., AIS eLibrary (AISeL)
The effects of electricity tariffs on cost-minimal hydrogen supply chains and their impact on electricity prices and redispatch costs
Scheidt, F. vom; Qu, J.; Staudt, P.; Mallapragada, D.; Weinhardt, C.
2021. Proceedings of the 54th Hawaii International Conference on System Sciences, University of Hawaii. doi:10.24251/HICSS.2021.401
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
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
A Merchant Transmission Approach for Uniform-Price Electricity Markets
Staudt, P.; Oren, S.
2020. Proceedings of the 53rd Hawaii International Conference on System Sciences, 3107–3116. doi:10.24251/HICSS.2020.379
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
Scheidt, F. vom; 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
2023
Bottom-up system modeling of battery storage requirements for integrated renewable energy systems
Henni, S.; Schäffer, M.; Fischer, P.; Weinhardt, C.; Staudt, P.
2023. Applied Energy, 333, Art.-Nr.: 120531. doi:10.1016/j.apenergy.2022.120531
2022
Designing Local Energy Market Applications
Richter, B.; Staudt, P.; Weinhardt, C.
2022. Scandinavian Journal of Information Systems, 34 (2), 39–88
Industrial peak shaving with battery storage using a probabilistic forecasting approach: Economic evaluation of risk attitude
Henni, S.; Becker, J.; Staudt, P.; vom Scheidt, F.; Weinhardt, C.
2022. Applied Energy, 327, 120088. doi:10.1016/j.apenergy.2022.120088
Evaluating the impact of regulation on the path of electrification in Citizen Energy Communities with prosumer investment
Golla, A.; Röhrig, N.; Staudt, P.; Weinhardt, C.
2022. Applied Energy, 319, Art.-Nr.: 119241. doi:10.1016/j.apenergy.2022.119241
Evaluation of an interactive visualization tool to increase energy literacy in the building sector
Henni, S.; Franz, P.; Staudt, P.; Peukert, C.; Weinhardt, C.
2022. Energy and Buildings, 266, Art.Nr.: 112116. doi:10.1016/j.enbuild.2022.112116
2021
Merchant transmission in single-price electricity markets with cost-based redispatch
Staudt, P.; Oren, S. S.
2021. Energy Economics, 104, Art.Nr. 105610. doi:10.1016/j.eneco.2021.105610
Entsolidarisierung der Stromversorgung durch Haushaltseigenverbrauch?
Miskiw, K. K.; Staudt, P.
2021. Energiewirtschaftliche Tagesfragen, 71 (11), 56–60
A sharing economy for residential communities with PV-coupled battery storage: Benefits, pricing and participant matching
Henni, S.; Staudt, P.; Weinhardt, C.
2021. Applied energy, 301, Art.-Nr. 117351. doi:10.1016/j.apenergy.2021.117351
Decision support and strategies for the electrification of commercial fleets
Schmidt, M.; Staudt, P.; Weinhardt, C.
2021. Transportation research / D, 97, Art. Nr.: 102894. doi:10.1016/j.trd.2021.102894
Interview with Rainer Hoffmann on “The Transformation Towards Artificial Intelligence of Electric Utilities”
Staudt, P.
2021. Business & information systems engineering, 63 (3), 257–259. doi:10.1007/s12599-021-00692-1
Changing the Climate in Information Systems Research
Lehnhoff, S.; Staudt, P.; Watson, R. T.
2021. Business & information systems engineering, 63 (3), 219–222. doi:10.1007/s12599-021-00695-y
Infrastructural coupling of the electricity and gas distribution grid to reduce renewable energy curtailment
Henni, S.; Staudt, P.; Kandiah, B.; Weinhardt, C.
2021. Applied energy, 288, 116597. doi:10.1016/j.apenergy.2021.116597
Local energy markets - an IT-architecture design
Richter, B.; Golla, A.; Welle, K.; Staudt, P.; Weinhardt, C.
2021. Energy Informatics, 4, 35. doi:10.1186/s42162-021-00164-6
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
Evaluating the importance and impact of user behavior on public destination charging of electric vehicles
Schmidt, M.; Staudt, P.; Weinhardt, C.
2020. Applied energy, 258, Article No.114061. doi:10.1016/j.apenergy.2019.114061
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
A decentralized approach towards resolving transmission grid congestion in Germany using vehicle-to-grid technology
Staudt, P.; Schmidt, M.; Gärttner, J.; Weinhardt, C.
2018. Applied energy, 230, 1435–1446. doi:10.1016/j.apenergy.2018.09.045
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
Book Chapters
2022
Information and Market Engineering at KIT: Quo Vadis?
Dann, D.; Knierim, M. T.; Peukert, C.; Staudt, P.; Straub, T.
2022. Market Engineering. Hrsg.: H. Gimpel, 1–18, Springer. doi:10.1007/978-3-030-66661-3_1

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]