Malte Lehna - Publications, H-index & Citations

Malte Lehna

Universitat Kassel

7H指数

16论文数

358被引数

收录论文 7

发表时间

Learning Topology Actions for Power Grid Control: A Graph-Based Soft-Label Imitation Learning Approach 学习电网控制的拓扑操作：一种基于图结构的软标签模仿学习方法

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK AND DEMO TRACK, ECML PKDD 2025, PT X

IF0

2026-01-01

PREAI

Hassouna, Mohamed; Holzhueter, Clara; Lehna, Malte; de Jong, Matthijs; Viebahn, Jan; Sick, Bernhard; Scholz, Christoph

Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents 通过拓扑操作管理电网: 基于规则的高级代理和强化学习代理之间的比较研究

ENERGY AND AI

IF9.6

2023-10-01

OAAI

Lehna, Malte; Viebahn, Jan; Marot, Antoine; Tomforde, Sven; Scholz, Christoph

Targeted adversarial attacks on wind power forecasts

MACHINE LEARNING

IF2.9

2023-09-13

OAAI

Heinrich, Rene; Scholz, Christoph; Vogt, Stephan; Lehna, Malte

Artificial Intelligence for Electricity Supply Chain automation

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2022-07-01

OAAI

Richter, Lucas; Lehna, Malte; Marchand, Sophie; Scholz, Christoph; Dreher, Alexander; Klaiber, Stefan; Lenk, Steve

A Reinforcement Learning approach for the continuous electricity market of Germany: Trading from the perspective of a wind park operator

ENERGY AND AI

IF9.6

2022-05-01

OAAI

Lehna, Malte; Hoppmann, Bjoern; Scholz, Christoph; Heinrich, Rene

AI agents envisioning the future: Forecast-based operation of renewable energy storage systems using hydrogen with Deep Reinforcement Learning

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2022-04-01

OAAI

Dreher, Alexander; Bexten, Thomas; Sieker, Tobias; Lehna, Malte; Schuett, Jonathan; Scholz, Christoph; Wirsum, Manfred

Forecasting day-ahead electricity prices: A comparison of time series and neural network models taking external regressors into account 预测日前电价: 考虑外部回归因素的时间序列和神经网络模型的比较

ENERGY ECONOMICS

IF14.2

2022-02-01

PREAI

Lehna, Malte; Scheller, Fabian; Herwartz, Helmut

研究方向