Search Results for author: Ariel Liebman

Found 6 papers, 0 papers with code

Safety-Aware Reinforcement Learning for Electric Vehicle Charging Station Management in Distribution Network

no code implementations20 Mar 2024 Jiarong Fan, Ariel Liebman, Hao Wang

The increasing integration of electric vehicles (EVs) into the grid can pose a significant risk to the distribution system operation in the absence of coordination.

Management Reinforcement Learning (RL)

Guarding the Grid: Enhancing Resilience in Automated Residential Demand Response Against False Data Injection Attacks

no code implementations14 Dec 2023 Thusitha Dayaratne, Carsten Rudolph, Ariel Liebman, Mahsa Salehi

Utility companies are increasingly leveraging residential demand flexibility and the proliferation of smart/IoT devices to enhance the effectiveness of residential demand response (DR) programs through automated device scheduling.

Anomaly Detection Decision Making +1

Community Battery Energy Storage Systems for Enhancing Distribution System Operation: A Multi-objective Optimization Approach

no code implementations5 Sep 2023 Yunqi Wang, Hao Wang, Markus Wagner, Ariel Liebman

The results show significant improvements in voltage regulation and DER utilization, demonstrating the potential of C-BESS in enabling more reliable DN operation.

MARL for Decentralized Electric Vehicle Charging Coordination with V2V Energy Exchange

no code implementations27 Aug 2023 Jiarong Fan, Hao Wang, Ariel Liebman

This paper addresses the EV charging coordination by considering vehicle-to-vehicle (V2V) energy exchange as the flexibility to harness in EV charging stations.

energy management Fairness +2

Versatile and Robust Transient Stability Assessment via Instance Transfer Learning

no code implementations20 Feb 2021 Seyedali Meghdadi, Guido Tack, Ariel Liebman, Nicolas Langrené, Christoph Bergmeir

To support N-1 pre-fault transient stability assessment, this paper introduces a new data collection method in a data-driven algorithm incorporating the knowledge of power system dynamics.

Transfer Learning

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