Philipp Staudt

Dr. Philipp Staudt

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

Tätigkeiten

Forschungsinteressen & -methoden

  • Energy Economics und Mechanism Design
  • Applications of Game Theory und agentenbasierter Modellierung
  • Data Mining & Analytics Methods

 

Vorlesungen, Übungen, Seminare

WS 2019/20

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

SS 2019

  • Vorlesung "Energy Market Engineering"
  • Vorlesung und Übung "Business Data Analytics - Application and Tools"
  • Seminar "Smart Grid Economics"

WS 2018/19

  • Vorlesung und Übung "Smart Grid Applications"
  • Seminar "Smart Grid Economics"

SS 2018

  • Vorlesung und Übung "Energy Market Engineering"
  • Seminar "Smart Grid Economics"

WS 2017/18

  • Seminar "Smart Grid Economics"
  • Seminar "Energieoptimierung im Umfeld von Smart Cities: Eine Fallstudie am Beispiel Karlsruhe"

SS 2017

  • Übung "eEnergy: Markets, Services, Systems"
  • Seminar "Smart Grid Economics"
  • Seminar "Energieoptimierung im Umfeld von Smart Cities: Eine Fallstudie am Beispiel Karlsruhe"

WS 2016/17

  • Seminar "Smart Grid Economics"

 

Lebenslauf

06.2019 Promotion zum Dr. rer. pol. (summa cum laude) mit der Dissertation "Transmission Congestion Management in Electricity Grids - Designing Markets and Mechanisms"
08.2018 Forschungsaufenthalt an der University of California, Berkeley
03.2018 Übernahme der Forschungsgruppenleitung von "Smart Grids & Energy Markets"
09.2017 Forschungsaufenthalt an der Pontificia Universidad Católica de Chile, Santiago
05.2016 Wissenschaftlicher Mitarbeiter am Institut für Informationswirtschaft und Marketing (IISM), Graduiertenkolleg Energiezustandsdaten
04.2016 Masterarbeit: Simulationsbasierte Datenselektion und -reduktion zur Bestimmung der Batteriealterung in Elektrofahrzeugen
10.2013 Aufnahme in die Stiftung der Deutschen Wirtschaft (sdw)
10.2013 Master of Science, Wirtschaftsmathematik, Karlsruher Institut für Technologie (KIT)
10.2012 Verleihung des Deutschlandstipendiums durch das KIT
09.2013 Bachelorarbeit: Preisprognose von Wochenprodukten auf dem deutschen Strommarkt durch ein produktionskostenbasiertes Fundamentalmodell
08.2011 Auslandsstudium an der University of Connecticut (UCONN), Industrial Engineering
10.2009 Bachelor of Science, Wirtschaftsingenieurwesen, Karlsruher Institut für Technologie (KIT)
05.2008 Abitur am Wolfgang-Ernst-Gymnasium, Büdingen

Publikationsliste


Forschungsdaten
Vorträge
Smart Grids and Energy Markets
Staudt, P.; Weinhardt, C.
2018. Stanford Linear Accelerator (SLAC 2018), Stanford, CA, USA, 7. Dezember 2018
Forschungsberichte/Preprints
Proceedingsbeiträge
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
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
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 e.V.  (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
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)
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
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
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
Zeitschriftenaufsätze
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, Art.Nr.: 112116. doi:10.1016/j.enbuild.2022.112116
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
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
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
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
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
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
Dissertationen

Betreute Abschlussarbeiten (Auszug)

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]