TimeGPT in Load Forecasting: A Large Time Series Model Perspective

no code implementations • 7 Apr 2024 • Wenlong Liao, Fernando Porte-Agel, Jiannong Fang, Christian Rehtanz, Shouxiang Wang, Dechang Yang, Zhe Yang

Machine learning models have made significant progress in load forecasting, but their forecast accuracy is limited in cases where historical load data is scarce.

Load Forecasting Time Series

A Smart Switch Configuration and Reliability Assessment Method for Large-Scale Offshore Wind Farm Electrical Collector System

no code implementations • 8 Apr 2023 • Xiaochi Ding, Xinwei Shen, Qiuwei Wu, Liming Wang, Dechang Yang

With the development of offshore wind farms (OWFs) in far-offshore and deep-sea areas, each OWF could contain more and more wind turbines and cables, making it imperative to study high-reliability electrical collector system (ECS) for OWF.