| 基于数据挖掘技术的重型装备企业工艺方案能耗预测方法研究 |
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| 引用本文： | 沈文杰,戴毅茹,王坚.基于数据挖掘技术的重型装备企业工艺方案能耗预测方法研究[J].机电产品开发与创新,2013(6):90-92. |
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| 作者姓名： | 沈文杰 戴毅茹 王坚 |
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| 作者单位： | 同济大学CIMS研究中心,上海201804 |
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| 基金项目： | 上海市信息化发展专项资金项目（重型装备企业生产流程能源优化关键技术研发及应用-201102023） |
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| 摘 要： | 针对大中型高能耗的企业,提出了一种基于SQL Server2008的数据挖掘软件平台,研究从海量生产数据中挖掘节能潜力,并对该系统在重型企业的应用做了实例分析,采用线性回归等算法,从给出方案中选择最优,证明该方法在分析中具有实用性和可行性.
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| 关 键 词： | 数据挖掘 SQL Server 2008 节能潜力分析 |
Research of Process Program Energy Consumption Prediction Based on Data Mining Technology for Heavy Equipment Enterprise |
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| SHEN Wen-Jie DAI Yi-Ru WANG Jian.Research of Process Program Energy Consumption Prediction Based on Data Mining Technology for Heavy Equipment Enterprise[J].Development & Innovation of Machinery & Electrical Products,2013(6):90-92. |
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| Authors: | SHEN Wen-Jie DAI Yi-Ru WANG Jian |
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| Affiliation: | SHEN Wen-Jie DAI Yi-Ru WANG Jian (CIMS Research Center, Tongji University, Shanghai 201804, China) |
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| Abstract: | For medium-sized enterprises with high energy consumption, a data mining software platform is proposed based on SQL Server2008 in order to study energy-saving potential from the mass production data. And enterprise in the system application is an example, which adopts regression algorithm and selects the best program. The method for analysis energy-saving potential in enterprise has proved to be practical and feasible. |
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| Keywords: | data-mining SQL Server 2008 energy potential analysis |
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