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计算机系统应用英文版:2017,26(12):250-256

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BP人工神经网络在闸坝调度管理能力评价中的应用

马科¹, 刘建², 孙海胜³

(1.中国科学技术大学管理学院, 合肥 230026;2.淮河流域水资源保护局, 蚌埠 230000;3.中国科学技术大学计算机科学与技术学院, 合肥 230026)

Application of the BP Artificial Neural Network in Dam's Dispatching and Management Ability Assessment

MA Ke¹, LIU Jian², SUN Hai-Sheng³

(1.School of Management, University of Science and Technology of China, Hefei 230026, China;2.Huaihe Water Resources Protection Science Research Institute, Bengbu 230000, China;3.School of Computer Science and Technology, University of Science and Technology of China, Hefei 230026, China)

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本文已被：浏览 1798次下载 2783次
Received:March 13, 2017 Revised:March 31, 2017

中文摘要: 闸坝调度对于水资源的利用、保护、治理等具有十分重要的作用，本文以闸坝为基本研究单元，构建单一闸坝的调度管理能力评估指标体系，基于BP人工神经网络构建闸坝调度管理能力评估模型. 最后以淮河流域的沙颍河闸坝群为例，进行实例分析验证了提出模型的可行性.

中文关键词: 人工神经网络闸坝调度管理评价指标体系

Abstract:The dam's dispatching plays an important role in the utilization, protection and management of water resources. The dam is used as the basic assessment unit to build dispatching and management ability evaluation index system of a single dam, to build the model based on BP artificial neural networks for dam's dispatching and management ability evaluation. Finally, taking main dams on Huaihe river for example, the model is applied to verify samples, and the results show that the dam's dispatching and management ability evaluation model based on BP neural networks is a reasonable and feasible forecasting model.

keywords: artificial neural networks dam's dispatching and management ability evaluation index system

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基金项目:国家自然科学基金（71671168）；国家科技重大专项（2014ZX07204006）

Author Name	Affiliation
MA Ke	School of Management, University of Science and Technology of China, Hefei 230026, China
LIU Jian	Huaihe Water Resources Protection Science Research Institute, Bengbu 230000, China
SUN Hai-Sheng	School of Computer Science and Technology, University of Science and Technology of China, Hefei 230026, China

Author Name	Affiliation
MA Ke	School of Management, University of Science and Technology of China, Hefei 230026, China
LIU Jian	Huaihe Water Resources Protection Science Research Institute, Bengbu 230000, China
SUN Hai-Sheng	School of Computer Science and Technology, University of Science and Technology of China, Hefei 230026, China

引用文本：
马科,刘建,孙海胜.BP人工神经网络在闸坝调度管理能力评价中的应用.计算机系统应用,2017,26(12):250-256
MA Ke,LIU Jian,SUN Hai-Sheng.Application of the BP Artificial Neural Network in Dam's Dispatching and Management Ability Assessment.COMPUTER SYSTEMS APPLICATIONS,2017,26(12):250-256