Short-term power load forecasting based on neural network VMD_CNN_BiGRU
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3595912
Abstract: In response to the challenges posed by large data fluctuations, complex influencing factors, and the need for high forecasting accuracy in short-term power load forecasting, this paper proposes a combined convolutional neural network-bidirectional gated loop… read more here.
Keywords: load; cnn bigru; load forecasting; power load ... See more keywords
GPS/UWB Tightly Coupled Vehicle Cooperative Positioning Based on AOO-CNN- BiGRU-Attention Model
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2025.3596781
Abstract: Accurate relative positioning is essential for the deployment of an intelligent transportation system. However, in complex environments such as urban canyons and tunnels, the global positioning system (GPS) signals are often blocked or interrupted, resulting… read more here.
Keywords: bigru attention; cnn bigru; attention; model ... See more keywords
Parameters Inversion of Sedimentary Layers in Martian North Polar Region Based on a CNN-BiGRU Network
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2025.3562444
Abstract: The Martian polar-layered deposits (PLDs), composed primarily of water ice with a small fraction of dust, form the upper structure of Mars’ northern plains. The thickness and dust content of these deposits are crucial for… read more here.
Keywords: layer; cnn bigru; dust content; ice ... See more keywords
Improving EEG classification of alcoholic and control subjects using DWT-CNN-BiGRU with various noise filtering techniques
Sign Up to like & getrecommendations! Published in 2025 at "Frontiers in Neuroinformatics"
DOI: 10.3389/fninf.2025.1618050
Abstract: Electroencephalogram (EEG) signal analysis plays a vital role in diagnosing and monitoring alcoholism, where accurate classification of individuals into alcoholic and control groups is essential. However, the inherent noise and complexity of EEG signals pose… read more here.
Keywords: classification; dwt cnn; cnn bigru; alcoholic control ... See more keywords
Future Reference Evapotranspiration Trends in Shandong Province, China: Based on SAO-CNN-BiGRU-Attention and CMIP6
Sign Up to like & getrecommendations! Published in 2024 at "Agriculture"
DOI: 10.3390/agriculture14091556
Abstract: One of the primary factors in the hydrological cycle is reference evapotranspiration (ET0). The prediction of ET0 is crucial to manage irrigation water in agriculture under climate change; however, little research has been conducted on… read more here.
Keywords: bigru attention; cnn bigru; sao cnn;
Research on Shale Oil Well Productivity Prediction Model Based on CNN-BiGRU Algorithm
Sign Up to like & getrecommendations! Published in 2025 at "Energies"
DOI: 10.3390/en18102523
Abstract: Unconventional reservoirs are characterized by intricate fluid-phase behaviors, and physics-based shale oil well productivity prediction models often exhibit substantial deviations due to oversimplified theoretical frameworks and challenges in parameter acquisition. Under these circumstances, data-driven approaches… read more here.
Keywords: productivity prediction; cnn bigru; sequence; model ... See more keywords