4 Artículos

Short-Term Energy Consumption Prediction of Large Public Buildings Combined with Data Feature Engineering and Bilstm-Attention

Acceso

en línea

Zeqin Tian, Dengfeng Chen and Liang Zhao

Accurate building energy consumption prediction is a crucial condition for the sustainable development of building energy management systems. However, the highly nonlinear nature of data and complex influencing factors in the energy consumption of large ... ver más

Revista: Applied Sciences Formato: Electrónico

Tabla de contenido: Vol: 14 Num: 0 Par: 5 Año: 2024

Induction Motor Fault Classification Based on FCBF-PSO Feature Selection Method

Acceso

en línea

Chun-Yao Lee and Wen-Cheng Lin

This study proposes a fast correlation-based filter with particle-swarm optimization method. In FCBF?PSO, the weights of the features selected by the fast correlation-based filter are optimized and combined with backpropagation neural network as a classi... ver más

Revista: Applied Sciences Formato: Electrónico

Tabla de contenido: Vol: 10 Num: 0 Par: 15 Año: 2020

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