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电网技术 2008, 32(19) 84-88 DOI:
ISSN: 1000-3673 CN: 11-2410/TM |
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基于模糊神经网络的电力企业数据中心绿色评价方法 |
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朱少敏1，刘建明2，刘冬梅2 |
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1．中国电力科学研究院，北京市 海淀区 100192；2．国网信息通信有限公司，北京市 宣武区 100761 |
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摘要：
以电力企业数据中心架构和数据模型为基础，分析了构建企业绿色数据中心的多种影响因素，建立了由基础设施、关键业务系统应用率、虚拟化技术应用和智能化管理等因素构成的绿色评价指标体系。结合模糊综合评价的结构性知识表达能力和神经网络的自学习能力，提出一种电力企业数据中心绿色水平评价方法。实例计算结果表明，应用模糊神经网络模型进行电力企业数据中心绿色评价降低了评价过程的主观性，提高了评价结果的客观性和准确性。 |
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关键词：
数据中心
模糊综合评价
神经网络
绿色评价方法
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A Fuzzy Neural Network Based Green Evaluation Method of Power Enterprise Data Center |
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ZHU Shao-min1，LIU Jian-ming2，LIU Dong-mei2 |
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1．China Electric Power Research Institute，Haidian District，Beijing 100192，China；2．State Grid Information & Telecommunication Co.,Ltd.，Xuanwu District，Beijing 100761，China |
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Abstract:
Based on the data center architecture and data model of electric power enterprise, various factors influencing the construction of enterprise green data center are analyzed, and a green evaluation index system constituted by basic facilities, utility ratio of key business system, application of virtualization and intelligent management is built. Combining with expression ability of structural knowledge for fuzzy comprehensive evaluation and self-study ability of neural network, a green level evaluation method for green data center of power enterprise is proposed. Calculation results of practical example show that by applying fuzzy neural network model to green level evaluation of power enterprise, the subjectivity during the evaluation process is reduced and the objectivity and precision of evaluation result are improved. |
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Keywords:
data center
fuzzy comprehensive evaluation
neural network
green evaluation method
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收稿日期 2008-07-01 修回日期 1900-01-01 网络版发布日期 |
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DOI: |
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基金项目:
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通讯作者: 朱少敏 |
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作者简介: |
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作者Email: smzhu@epri.ac.cn |
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| 参考文献： |
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| 本刊中的类似文章 |
| 1．刘炎炎|徐家慧|刘 军.基于IEC 61970公共信息模型的调度数据中心设备模型及其扩展方案[J]. 电网技术, 2007,31(Supp2): 324-326 |
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| Copyright by 电网技术 |
