Results 91 to 100 of about 8,580 (164)

A load forecasting method based on edge graph attention network. [PDF]

PLoS One
Gu M, Li X, Cai Y.
europepmc   +1 more source

A hybrid LSTM-transformer model for short-term urban electricity load forecasting: a two-city case study. [PDF]

Sci Rep
Liu H, Wei Y, Zhang H, Wang Y, Zhang J, Luo Z.   +5 more
europepmc   +1 more source

A multi-component hybrid model for renewable energy integrated grid power load forecasting: DWT, SAE, and FA-LSTM. [PDF]

Sci Rep
Peng S, Zhu J.
europepmc   +1 more source

DG-LSTM-SA model: A deep gated LSTM network with self-attention mechanism for power generation and load forecasting. [PDF]

PLoS One
Sun G, Zhao Y, Li J, Cui J, Qi X.
europepmc   +1 more source

TransGrid-CostOpt: A hybrid transformer framework for cost prediction and optimization of distribution network assets. [PDF]

PLoS One
Xiong W, Xia J, Yu Y, Xiong S, Hu H, Wan P, Li D.   +6 more
europepmc   +1 more source

Temporal forecasting of electric vehicle charging load using an IVY-VMD-TCN-BiLSTM model with cross-zone evaluation. [PDF]

Sci Rep
Zhang W, Ma B, Wang D.
europepmc   +1 more source

An optimization method for flexible interconnection planning based on improved CNN-LSTM prediction and tunable relative entropy-driven chaotic evolution. [PDF]

PLoS One
Zhao X, Xing X, Guo X, Chao J, Hu D, Zhuan X.   +5 more
europepmc   +1 more source

Comparative evaluation of several models for forecasting hourly electricity use in a steel plant. [PDF]

Sci Rep
Gu F, Zhao Y.
europepmc   +1 more source

Dynamic temporal partitioning enhanced transformer for pediatric viral load forecasting. [PDF]

Front Public Health
Li S, Li Z, Mo Y, Chen S, Ning Z, Ren J, He X.   +6 more
europepmc   +1 more source

Impact of accurate load forecasting on electricity market stability in Japan using classical time-series and deep-learning methods. [PDF]

Sci Rep
Rabie D, Moradi M, Xuan W, Farzaneh H.
europepmc   +1 more source