42 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
4 papers
Economic and Technical Feasibility of V2G in Non-Road Mobile Machinery sector
Rößler Nicolas, Khan Irfan, Schade Thomas +6
This paper investigates the economic and technical feasibility of integrating Vehicle-to-Grid (V2G) technology in the Non-Road Mobile Machinery (NRMM) sector. These often-idling as…
LExCI: A Framework for Reinforcement Learning with Embedded Systems
Kevin Badalian, Lucas Koch, Tobias Brinkmann +4
Advances in artificial intelligence (AI) have led to its application in many areas of everyday life. In the context of control engineering, reinforcement learning (RL) represents a…
Transfer of Reinforcement Learning-Based Controllers from Model- to Hardware-in-the-Loop
Mario Picerno, Lucas Koch, Kevin Badalian +4
The process of developing control functions for embedded systems is resource-, time-, and data-intensive, often resulting in sub-optimal cost and solutions approaches. Reinforcemen…
Anisotropic surface reaction limited phase transformation dynamics in LiFePO4
G. K. Singh, M. Z. Bazant, G. Ceder
A general continuum theory is developed for ion intercalation dynamics in a single crystal of a rechargeable battery cathode. It is based on an existing phase-field formulation of…