Benefit Evaluation of Preventive Maintenance of Highway Bridges Based on Fuzzy Neural Network
Aiming at the deficiencies in the existing bridge preventive maintenance evaluation, this paper constructs a concrete bridge preventive maintenance benefit evaluation index system based on the common preventive maintenance methods of concrete bridges. The comprehensive evaluation vector is used as t...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | Advances in Civil Engineering |
| Online Access: | http://dx.doi.org/10.1155/2022/4477178 |
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| _version_ | 1849470336482934784 |
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| author | Yiquan Zou Jialin Fang Zedong Liu |
| author_facet | Yiquan Zou Jialin Fang Zedong Liu |
| author_sort | Yiquan Zou |
| collection | DOAJ |
| description | Aiming at the deficiencies in the existing bridge preventive maintenance evaluation, this paper constructs a concrete bridge preventive maintenance benefit evaluation index system based on the common preventive maintenance methods of concrete bridges. The comprehensive evaluation vector is used as the training data of the neural network to construct a preventive maintenance benefit evaluation model of concrete bridges based on a fuzzy neural network, and use the model to evaluate the maintenance benefit of specific construction cases. The results show that the model has high accuracy and practicability for the evaluation of preventive maintenance benefits of concrete bridges. |
| format | Article |
| id | doaj-art-e13f9e5184bd414e957fdec0754ed118 |
| institution | Kabale University |
| issn | 1687-8094 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Civil Engineering |
| spelling | doaj-art-e13f9e5184bd414e957fdec0754ed1182025-08-20T03:25:11ZengWileyAdvances in Civil Engineering1687-80942022-01-01202210.1155/2022/4477178Benefit Evaluation of Preventive Maintenance of Highway Bridges Based on Fuzzy Neural NetworkYiquan Zou0Jialin Fang1Zedong Liu2School of Civil Engineering, Architecture and EnvironmentSchool of Civil Engineering, Architecture and EnvironmentSchool of Civil Engineering, Architecture and EnvironmentAiming at the deficiencies in the existing bridge preventive maintenance evaluation, this paper constructs a concrete bridge preventive maintenance benefit evaluation index system based on the common preventive maintenance methods of concrete bridges. The comprehensive evaluation vector is used as the training data of the neural network to construct a preventive maintenance benefit evaluation model of concrete bridges based on a fuzzy neural network, and use the model to evaluate the maintenance benefit of specific construction cases. The results show that the model has high accuracy and practicability for the evaluation of preventive maintenance benefits of concrete bridges.http://dx.doi.org/10.1155/2022/4477178 |
| spellingShingle | Yiquan Zou Jialin Fang Zedong Liu Benefit Evaluation of Preventive Maintenance of Highway Bridges Based on Fuzzy Neural Network Advances in Civil Engineering |
| title | Benefit Evaluation of Preventive Maintenance of Highway Bridges Based on Fuzzy Neural Network |
| title_full | Benefit Evaluation of Preventive Maintenance of Highway Bridges Based on Fuzzy Neural Network |
| title_fullStr | Benefit Evaluation of Preventive Maintenance of Highway Bridges Based on Fuzzy Neural Network |
| title_full_unstemmed | Benefit Evaluation of Preventive Maintenance of Highway Bridges Based on Fuzzy Neural Network |
| title_short | Benefit Evaluation of Preventive Maintenance of Highway Bridges Based on Fuzzy Neural Network |
| title_sort | benefit evaluation of preventive maintenance of highway bridges based on fuzzy neural network |
| url | http://dx.doi.org/10.1155/2022/4477178 |
| work_keys_str_mv | AT yiquanzou benefitevaluationofpreventivemaintenanceofhighwaybridgesbasedonfuzzyneuralnetwork AT jialinfang benefitevaluationofpreventivemaintenanceofhighwaybridgesbasedonfuzzyneuralnetwork AT zedongliu benefitevaluationofpreventivemaintenanceofhighwaybridgesbasedonfuzzyneuralnetwork |