Search
CSV
RISZeros-MTL-CLDBN: A Robust Multitask Deep-Learning Framework via Deep-Belief Network with Correntropy Loss for Ultrashort-Term Multistep Wind Power Forecasting
Publisher: American Society of Civil Engineers
Abstract: AbstractAccurate ultrashort-term multistep wind power forecasting (WPF) remains a critical
challenge in renewable energy systems due to the inherent stochasticity, non-Gaussian
fluctuations, and volatility of wind energy. ...
Enhanced Joint Estimation of State of Charge and State of Power for Lithium-Ion Batteries Using a Gated Recurrent Unit–Transformer Model With Multiple Input Features
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. The estimated results of the state of charge (SOC) for lithium-ion (Li-ion) batteries obtained using conventional data-driven methods often exhibit significant fluctuations that pose challenges in accurately ...
Seasonal and Interannual Variability of Fronts and Their Impact on Chlorophyll-a in the Indonesian Seas
Publisher: American Meteorological Society