most citedFrom News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection

13 citations · 14 across the 6 of their papers we have counts for

collaborators

6 papers

eess.SY2024

Coordinated Power Smoothing Control for Wind Storage Integrated System with Physics-informed Deep Reinforcement Learning

Shuyi Wang, Huan Zhao, Yuji Cao +4

The Wind Storage Integrated System with Power Smoothing Control (PSC) has emerged as a promising solution to ensure both efficient and reliable wind energy generation. However, exi…

cs.AI202413 cited

From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection

Xinlei Wang, Maike Feng, Jing Qiu +2

This paper introduces a novel approach that leverages Large Language Models (LLMs) and Generative Agents to enhance time series forecasting by reasoning across both text and time s…

eess.SY20241 cited

GAIA -- A Large Language Model for Advanced Power Dispatch

Yuheng Cheng, Huan Zhao, Xiyuan Zhou +3

Power dispatch is essential for providing stable, cost-effective, and eco-friendly electricity to society. However, traditional methods falter as power systems grow in scale and co…

eess.SY2024

Framework of Resilient Transmission Network Reconfiguration Considering Cyber-Attacks

Chao Yang, Gaoqi Liang, Steven R. Weller +3

Fast and reliable transmission network reconfiguration is critical in improving power grid resilience to cyber-attacks. If the network reconfiguration following cyber-attacks is im…

eess.SY2024

Power System Fault Diagnosis with Quantum Computing and Efficient Gate Decomposition

Xiang Fei, Huan Zhao, Xiyuan Zhou +3

Power system fault diagnosis is crucial for identifying the location and causes of faults and providing decision-making support for power dispatchers. However, most classical metho…

physics.soc-ph2023

The 2023 Development of Room-Temperature Ambient-Pressure Superconductor: Vision and Future Trend of Power Systems

Yi Yang, Chenxi Zhang, Xinlei Wang +3

Room-Temperature Ambient-Pressure Superconductor (RTAPS) can achieve superconducting properties at room temperature and normal atmospheric pressure, eliminating the power system's…