Abstract：Research purposes: The current investment estimation methods for transportation construction projects are difficult to accurately reflect the complexity, nonlinearity and the characteristics of the whole life cycle of transportation construction projects. Taking Xibaipo-Fuping Expressway as an example, this paper comprehensively uses PSO, BPNN, FIS and BIM three-dimensional technology to carry out the whole life cycle cost estimation and investment option comparison of transportation construction project. Research conclusions: (1) The traffic construction project investment estimation information database is established to provide certain historical data for the selection of investment plans. (2) Combining the characteristics of the proposed project, using the PSO method to screen out similar projects, based on BP neural network model, this paper separately predicts its construction cost and operating cost in the next 20 years, and then uses FIS to predict its operating cost in the next 21~100 years, combining three parts of data to obtain the whole life cycle cost. (3) From an economic point of view, with the best life-cycle cost as the decision criterion, BIM three-dimensional technology is used to establish a visual model of the investment plan, so that decision makers can find the best one. (4) The research result can provide a reference for the decision-making of investment plans for transportation construction projects.
段晓晨, 董茹萍, 郝晶晶. 交通建设项目投资方案智能决策方法研究[J]. 铁道工程学报, 2022, 39(5): 102-107.
DUAN Xiaochen, DONG Ruping, HAO Jingjing. Research on the Intelligent Decision-making Method for Investment Plan of Transportation Construction Project. Journal of Railway Engineering Society, 2022, 39(5): 102-107.
陈俊彦.基于模糊可拓理论的高速公路选线决策研究[J].公路,2021(2):79-84.Chen Junyan. Research on Highway Route Selection Decision Based on Fuzzy Extension Theory[J].Highway,2021(2):79-84.
[2]
荀志远,徐瑛莲,张丽敏.基于直觉模糊理论的绿色建筑投资决策[J].土木工程与管理学报,2021(1):8-15.Xun Zhiyuan,Xu Yinglian,Zhang Limin.Investment Decision-making of Green Building Based on Intuitionistic Fuzzy Theory[J].Journal of Civil Engineering and Management,2021(1):8-15.
[3]
李素蕾,吴广源.基于灰色模糊评价和TOPSIS法的大型公共工程项目投资决策研究[J].兰州大学学报:自然科学版,2020(4):471-476.Li Sulei, Wu Guangyuan.Research on Investment Decision of Large Public Engineering Projects Based on Grey Fuzzy Evaluation and the TOPSIS Method[J].Journal of Lanzhou University:Natural Science,2020(4):471-476.
[4]
Yu Shunkun,Dai Tong,Yu Yang,etc. Investment Decision Model of Wastewater Treatment Public-private Partnership Projects Based on Value for Money[J].Water and Environment Journal, 2020,35:322-334.
[5]
段晓晨, 吕倩, 张小平, 等. 基于WLCS-ALA模型的建设项目投资估算研究[J]. 铁道学报,2016(7):117-123.Duan Xiaochen, Lu Qian, Zhang Xiaoping, etc. Research on Estimating Whole Life Cost-significant Based on the Artificial Life Evolution[J]. Journal of the China Railway Society,2016(7):117-123.
[6]
段晓晨,吕倩,张小平.投资项目WLCS的Hopfield预测模型研究[J].铁道工程学报,2016(3):105-109.Duan Xiaochen, Lu Qian, Zhang Xiaoping.Research on the Estimating Whole Life Cost-significant of Construction Projects Based on the Hopfield Neural Network[J].Journal of Railway Engineering Society,2016(3):105-109.
[7]
段晓晨,田贺,张小平.绿色高铁运营环境成本非线性估算方法研究[J].铁道工程学报,2016(5):123-128.Duan Xiaochen, Tian He, Zhang Xiaoping. Research on the Operating Environment Cost Nonlinear Estimation Methods of the Green High-speed Railway[J]. Journal of Railway Engineering Society, 2016(5):123-128.
2022, Vol. 39 
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