基于AHP-人工神经网络的城市水环境治理绿色施工评价研究  

Research on Green Construction Evaluation of Urban Water Environment Treatment Based on AHP-Artificial Neural Network

作　　者：李新 李维 雷文[3] 王友辉 罗宁[3] 樊海元 LI Xin;LI Wei;LEI Wen;WANG You-hui;LUO Ning;FAN Hai-yuan(Jiangsu Vocational Institute of Architectural Technology,Xuzhou 221116,China;Xuzhou Tongshan District City Hydraulic Engineering,Xuzhou,Jiangsu 221112,China;Sinohydro Engineering Bureau 7 Co.,Ltd.,Chengdu 610081,China;Sinohydro Engineering Bureau 16 Co.,Ltd.,Fuzhou 350003,China;Sinohydro Engineering Bureau 15 Co.,Ltd.,Xi’an 710068,China)

机构地区：[1]江苏建筑职业技术学院,江苏徐州221116 [2]徐州市铜山区城区水利工程管理所,江苏徐州221112 [3]中国水利水电第七工程局有限公司,成都610081 [4]中国水利水电第十六工程局有限公司,福州350003 [5]中国水电建设集团十五工程局有限公司,西安710065

出　　处：《水利科技与经济》2021年第8期18-23,共6页Water Conservancy Science and Technology and Economy

基　　金：江苏省住房和城乡建设厅2019年省建设系统科技项目(2019ZD084);江苏建筑职业技术学院2020年校级科研项目(JYJBZX20-07)。

摘　　要：以城市水环境治理绿色施工为目标,开展基于AHP-人工神经网络的绿色施工评价。通过构造层次结构对评价指标进行分类,以城市水环境治理绿色施工为目标,构建绿色施工判断矩阵,得到各指标的权重。将典型水环境治理项目评价所得到的样本,经BP模型训练后,得到了拟合度较高的评价网络。采用训练好的评价网络对实际工程评价,结果与实际情况基本相符,说明该评价方法具有较好的可行性。工程应用表明,由于城市水环境治理项目施工的复杂性,需要对工程进度、质量、安全、费用等统筹考虑,以便在工程建设中找到一个平衡点,在实现绿色施工目标最大化的同时,有效推进工程开展。Aiming at the green construction of urban water environment treatment,this paper carried out green construction evaluation based on AHP-artificial neural network.By constructing a hierarchical structure to classify the evaluation indicators,taking the green construction of urban water environment management as the goal,constructing a green construction judgment matrix,and obtaining the weight of each indicator.After BP model training,an evaluation network with a higher degree of fit was obtained.The trained evaluation network was used to evaluate the actual project,and the result was basically consistent with the actual situation,it indicated that the evaluation method had good feasibility.The application of the project showed that due to the complexity of the construction of the urban water environment control project,the project schedule,quality,safety,cost,etc.needed to be considered in an overall manner in order to find a balance point in the project construction,and to achieve the goal of green construction while being effective promote project development.

关 键 词：AHP法 人工神经网络 水环境治理 绿色施工 评价 

分 类 号：X171.1[环境科学与工程—环境科学]