paper-with-me

Papers

Development of a multi-timescale method for classifying hybrid energy storage systems in grid applications

2022-03-15 · C. Zugschwert, S. Göschl, F. Martin Ibanez, K. Pettinger

An extended use of renewable energies and a trend towards increasing energy consumption lead to challenges such as temporal and spatial decoupling of energy generation and consumption. This work evaluates the possible applications and advantages of hybrid energy storage systems compared to conventional, single energy storage applications. In a mathematical approach, evaluation criteria such as frequency, probability of power transients, as well as absolute power peaks are combined to identify suitable thresholds for energy management systems on a multi-timescale basis. With experimental load profiles from a municipal application, an airport, and an industrial application, four categories, clustering similar roles of the VRFB and the SC, are developed.

📄 PDF Abstract BibTeX arXiv:2203.07750

Code (0)

등록된 구현이 없습니다.

Tasks

Clusteringenergy managementManagement

Similar Papers 제목 키워드 기반

A Multi-timescale and Chance-Constrained Energy Dispatching Strategy of Integrated Heat-Power Community with Shared Hybrid Energy Storage

2023-10-23 · Wenyi Zhang, Yue Chen, Rui Xie, Yunjian Xu

The community in the future may develop into an integrated heat-power system, which includes a high proportion of renewable energy, power generator units, heat generator units, and shared hybrid energy storage. In the in…

Scheduling

Two-timescale Resource Allocation for Automated Networks in IIoT

2022-03-24 · Yanhua He, Yun Ren, Zhenyu Zhou, Shahid Mumtaz 외

The rapid technological advances of cellular technologies will revolutionize network automation in industrial internet of things (IIoT). In this paper, we investigate the two-timescale resource allocation problem in IIoT…

channel selectionenergy managementManagementStochastic Optimization+1

Mixed-timescale Per-group Hybrid Precoding for Multiuser Massive MIMO Systems

2018-03-21

Considering the expensive radio frequency (RF) chain, huge training overhead and feedback burden issues in massive MIMO, in this letter, we propose a mixed-timescale per-group hybrid precoding (MPHP) scheme under an adap…

Tri-timescale Beamforming Design for Tri-hybrid Architectures with Reconfigurable Antennas

2025-03-05 · Mengzhen Liu, Ming Li, Rang Liu, Qian Liu

Reconfigurable antennas possess the capability to dynamically adjust their fundamental operating characteristics, thereby enhancing system adaptability and performance. To fully exploit this flexibility in modern wireles…

Non-Stationary Policy Learning for Multi-Timescale Multi-Agent Reinforcement Learning

2023-07-17 · Patrick Emami, Xiangyu Zhang, David Biagioni, Ahmed S. Zamzam

In multi-timescale multi-agent reinforcement learning (MARL), agents interact across different timescales. In general, policies for time-dependent behaviors, such as those induced by multiple timescales, are non-stationa…

energy managementInductive BiasManagementMulti-agent Reinforcement Learning+1