研究论文

Research on Grain Pile Temperature Prediction Based on CNN-GRU Neural Network

Weihu Liu, Shuo Liu, Yang Wang, Guangbing Li, Litao Yu

Wuhan Polytechnic University　Qianjiang Central Hospital

来源Lecture notes on data engineering and communications technologies

年份2022

DOI10.1007/978-3-030-97057-4_19

原文https://doi.org/10.1007/978-3-030-97057-4_19

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逐年被引趋势

210

225

关键指标

被引次数 · OpenAlex

0.28

领域内被引倍数
同类平均 = 1

前 42%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

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当前基于文献信息回答

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学术脉络

学科主题

计算机 / AI

Currency Recognition and Detection

Time Series Analysis and Forecasting · Image Processing and 3D Reconstruction

参考文献 9

A THREE-DIMENSIONAL, ASYMMETRIC, AND TRANSIENT MODEL TO PREDICT GRAIN TEMPERATURES IN GRAIN STORAGE BINS

Fuji Jian, D. S. Jayas, N. D. G. White · Transactions of the ASAE · 2005

被引 34

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997

被引 99,473

Learning long-term dependencies with gradient descent is difficult

Yoshua Bengio, P. Simard, Paolo Frasconi · IEEE Transactions on Neural Networks · 1994

被引 8,530

此处列出前 3 条

引用本文 5

Multi-Region Temperature Prediction in Grain Storage: Integrating WSLP Spatial Structure with LSTM–iTransformer Hybrid Framework

Yongqi Xu, Peiru Li, Jin Qian · Electronics · 2026

被引 3

Enhancing temperature prediction in the UAE: a process-driven framework for adaptive learning with GRU-CNN hybrid models

SeyedHadi Haghrahmani · Modeling Earth Systems and Environment · 2025

被引 3

MFTCN: A Multi-Frequency Temporal Convolutional Network for Enhancing Temperature Prediction Dependability

Wei Huang, Yuan Gao, Xiangyu Fu · 2024

被引 0

按被引量排序，此处列出前 3 条

研究论文

Research on Grain Pile Temperature Prediction Based on CNN-GRU Neural Network

Weihu Liu, Shuo Liu, Yang Wang, Guangbing Li, Litao Yu

Wuhan Polytechnic University　Qianjiang Central Hospital

来源Lecture notes on data engineering and communications technologies

年份2022

DOI10.1007/978-3-030-97057-4_19

原文https://doi.org/10.1007/978-3-030-97057-4_19

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

210

225

关键指标

被引次数 · OpenAlex

0.28

领域内被引倍数
同类平均 = 1

前 42%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

计算机 / AI

Currency Recognition and Detection

Time Series Analysis and Forecasting · Image Processing and 3D Reconstruction

参考文献 9

A THREE-DIMENSIONAL, ASYMMETRIC, AND TRANSIENT MODEL TO PREDICT GRAIN TEMPERATURES IN GRAIN STORAGE BINS

Fuji Jian, D. S. Jayas, N. D. G. White · Transactions of the ASAE · 2005

被引 34

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997

被引 99,473

Learning long-term dependencies with gradient descent is difficult

Yoshua Bengio, P. Simard, Paolo Frasconi · IEEE Transactions on Neural Networks · 1994

被引 8,530

此处列出前 3 条

引用本文 5

Multi-Region Temperature Prediction in Grain Storage: Integrating WSLP Spatial Structure with LSTM–iTransformer Hybrid Framework

Yongqi Xu, Peiru Li, Jin Qian · Electronics · 2026

被引 3

Enhancing temperature prediction in the UAE: a process-driven framework for adaptive learning with GRU-CNN hybrid models

SeyedHadi Haghrahmani · Modeling Earth Systems and Environment · 2025

被引 3

MFTCN: A Multi-Frequency Temporal Convolutional Network for Enhancing Temperature Prediction Dependability

Wei Huang, Yuan Gao, Xiangyu Fu · 2024

被引 0

按被引量排序，此处列出前 3 条