Research Interest

Deep Reinforcement Learning in electricity market simulations
Agent-based electricity market modelling
Energy market engineering

Projects

ASSUME – Agentenbasierte Strommarktsimulation zur Untersuchung von Marktdesigns für das zukünftige Energiesystem

Academic CV

since 10/2022	Research Associate, Karlsruhe Institute of Technology, Chair for Information and Market Engineering (IISM) Research Group: Smart Grids and Energy Markets (SGEM)
01/2022 - 06/2022	Erasmus+ study abroad, Norwegian University of Science and Technology, Norway
03/2020 - 06/2022	Junior-Project associate, Institute for Industrial Production, Chair of Energy Economics (KIT)
03/2020 - 09/2022	M.Sc. Industrial Engineering (KIT), Master thesis: Stochastically optimised bidding strategies in sequential electricity markets: Their benefit and its dependence on risk preferences and portfolio setups
09/2018 - 12/2018	Erasmus+ study abroad, University College Cork, Ireland
10/2015 - 09/2019	B.Sc. Industrial Engineering for Energy Economics (University Duisburg-Essen), Bachelor thesis: Der Flächenbedarf als Engpass der Energiewende? Analyse der Wechselwirkungen zwischen Gesamtsystemkosten und Flächeneinsparung mittels multikriterieller

Publications

2024

Explainable Deep Reinforcement Learning for Multi-Agent Electricity Market Simulations
Miskiw, K. K.; Staudt, P.
2024. 20th International Conference on the European Energy Market (EEM), 9 S., Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EEM60825.2024.10608907

Market Abstraction of Energy Markets and Policies - Application in an Agent-Based Modeling Toolbox
Maurer, F.; Miskiw, K. K.; Acosta, R. R.; Harder, N.; Sander, V.; Lehnhoff, S.
2024. Energy Informatics. Ed.: B. Jørgensen. Pt. 2, 139–157, Springer Nature Switzerland. doi:10.1007/978-3-031-48652-4_10

2023

On the Role of Risk Aversion and Market Design in Capacity Expansion Planning
Fraunholz, C.; Miskiw, K. K.; Kraft, E.; Fichtner, W.; Weber, C.
2023. The Energy Journal, 44 (3). doi:10.5547/01956574.44.2.cfra

Effects of price-making and portfolio size in stochastic optimization of trading in sequential electricity markets
Kraft, E.; Miskiw, K. K.; Fleten, S.-E.
2023. 13. Internationale Energiewirtschaftstagung (IEWT 2023), Wien, Österreich, February 15–17, 2023

2021

Entsolidarisierung der Stromversorgung durch Haushaltseigenverbrauch?
Miskiw, K. K.; Staudt, P.
2021. Energiewirtschaftliche Tagesfragen, 71 (11), 56–60

On the Role of Risk Aversion and Market Design in Capacity Expansion Planning
Fraunholz, C.; Miskiw, K. K.; Kraft, E.; Fichtner, W.; Weber, C.
2021. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000140411

Considering Life Cycle Greenhouse Gas Emissions in Power System Expansion Planning for Europe and North Africa Using Multi-Objective Optimization
Junne, T.; Cao, K.-K.; Miskiw, K. K.; Hottenroth, H.; Naegler, T.
2021. Energies, 14 (5), Art. Nr.: 1301. doi:10.3390/en14051301

Investitionsplanung unter Unsicherheit – Ein agentenbasierter Ansatz für liberalisierte Strommärkte
Miskiw, K. K.; Fraunholz, C.; Kraft, E.
2021. 12. Internationale Energiewirtschaftstagung, IEWT: Das Energiesystem nach Corona: Irreversible Strukturänderungen - Wie?. 8. - 10. September 2021, Karlsplatz & Online, TU Wien