Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Roadbed compaction problem diagnosis method and device, electronic equipment and storage medium
The invention discloses a roadbed compaction problem diagnosis method and device, electronic equipment and a storage medium. The method comprises the following steps: acquiring a roadbed compaction detection data sample and a roadbed problem type data sample; establishing an initial Bayesian classification model; inputting a roadbed compaction detection data sample into the initial Bayesian classification model, outputting corresponding roadbed problem type data, and training the initial Bayesian classification model to obtain a completely trained Bayesian classification model; and the roadbed compaction problem is diagnosed according to the completely trained Bayesian classification model. The roadbed compaction problem is diagnosed by constructing the Bayesian classification model, the detection time is shortened, the roadbed compaction problem can be diagnosed in time, and due to the fact that the learning process of the Bayesian classification model is a continuously precise process, the final diagnosis precision of the roadbed compaction problem can be guaranteed.
本申请公开了一种路基压实问题诊断方法、装置、电子设备及存储介质，该方法包括：获取路基压实检测数据样本、路基问题类型数据样本；建立初始贝叶斯分类模型；将路基压实检测数据样本输入至初始贝叶斯分类模型，输出对应的路基问题类型数据，训练初始贝叶斯分类模型，得到训练完备的贝叶斯分类模型；根据训练完备的贝叶斯分类模型对路基压实问题进行诊断。通过构建贝叶斯分类模型对进行路基压实问题诊断，不仅缩短了检测时间，能够及时诊断出路基压实问题，并且由于贝叶斯分类模型的学习过程是一个不断精进的过程，因此，能够保证最终对路基压实问题的诊断精度。
Roadbed compaction problem diagnosis method and device, electronic equipment and storage medium
The invention discloses a roadbed compaction problem diagnosis method and device, electronic equipment and a storage medium. The method comprises the following steps: acquiring a roadbed compaction detection data sample and a roadbed problem type data sample; establishing an initial Bayesian classification model; inputting a roadbed compaction detection data sample into the initial Bayesian classification model, outputting corresponding roadbed problem type data, and training the initial Bayesian classification model to obtain a completely trained Bayesian classification model; and the roadbed compaction problem is diagnosed according to the completely trained Bayesian classification model. The roadbed compaction problem is diagnosed by constructing the Bayesian classification model, the detection time is shortened, the roadbed compaction problem can be diagnosed in time, and due to the fact that the learning process of the Bayesian classification model is a continuously precise process, the final diagnosis precision of the roadbed compaction problem can be guaranteed.
本申请公开了一种路基压实问题诊断方法、装置、电子设备及存储介质，该方法包括：获取路基压实检测数据样本、路基问题类型数据样本；建立初始贝叶斯分类模型；将路基压实检测数据样本输入至初始贝叶斯分类模型，输出对应的路基问题类型数据，训练初始贝叶斯分类模型，得到训练完备的贝叶斯分类模型；根据训练完备的贝叶斯分类模型对路基压实问题进行诊断。通过构建贝叶斯分类模型对进行路基压实问题诊断，不仅缩短了检测时间，能够及时诊断出路基压实问题，并且由于贝叶斯分类模型的学习过程是一个不断精进的过程，因此，能够保证最终对路基压实问题的诊断精度。
Roadbed compaction problem diagnosis method and device, electronic equipment and storage medium
路基压实问题诊断方法、装置、电子设备及存储介质
FANG MINGJING (Autor:in) / SUN LIANG (Autor:in) / SHU DONGLIN (Autor:in) / WANG JIANLI (Autor:in) / SHEN HAOHAO (Autor:in) / LI ZIBING (Autor:in) / WANG WEISHAN (Autor:in) / GUO CHAOYU (Autor:in)
03.01.2023
Patent
Elektronische Ressource
Chinesisch
Roadbed compaction quality detection method, system and equipment and readable storage medium
| Europäisches Patentamt | 2023