DN2400玻璃钢夹砂管在引江济淮工程中的应用及经济效益分析
Application and Economic Benefit Analysis of DN2400 Fiberglass Sand-Filled Pipe in River Diversion Project to Huaihe River
李同汉1
作者信息
- 1. 安徽省禹顺水利工程管理有限公司,合肥 230000
- 折叠
摘要
研究建立多级评价指标体系,并通过层次分析法分配权重;采用改进的径向基函数神经网络,结合遗传算法优化网络参数,以增强模型的鲁棒性和预测精度.研究结果显示,研究方法在模型稳定性和损失最小化方面表现最佳.经济效益分析显示,玻璃钢夹砂管在运营维护成本节约59.93%,节能效益提高118.97%,折旧与摊销成本降低28.15%,显著降低运营维护成本.研究表明,玻璃钢夹砂管在水利工程中具有经济适用性,可为工程材料选择提供决策依据.
Abstract
The research method started by identifying the key influencing factors on the economic benefits of DN2400 FRP sand-filled pipes through literature review and expert interviews.Then,a multi-level evaluation index system is established and weights are assigned through the analytic hierarchy process.An improved radial basis function neural network is used,combined with a genetic algorithm to optimize network parameters to enhance the robustness and prediction accuracy of the model.Research results show that the GA-RBF algorithm performs best in terms of model stability and loss minimization.Economic benefit analysis shows that FRP sand-filled pipes save 59.93%in operation and maintenance costs,increase energy-saving benefits by 118.97%,and reduce depreciation and amortization costs by 28.15%,highlighting their economic advantages.
关键词
DN2400玻璃钢夹砂管/经济效益/RBF/引江济淮工程Key words
DN2400 fiberglass sand-filled pipe/river diversion project to Huaihe river/economic benefits/RBF引用本文复制引用
出版年
2024
NETL
NSTL
万方数据