کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
380707 | 1437456 | 2013 | 9 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Modeling and analysis of pumps in a wastewater treatment plant: A data-mining approach
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Modeling and analysis of pumps in a wastewater treatment plant: A data-mining approach Modeling and analysis of pumps in a wastewater treatment plant: A data-mining approach](/preview/png/380707.png)
چکیده انگلیسی
A data-mining approach is proposed to model a pumping system in a wastewater treatment plant. Two parameters, energy consumption and wastewater flow rate after the pumping system, are used to evaluate the performance of 27 scenarios while the pump was operating. Five data-mining algorithms are applied to identify the relationships between the outputs (energy consumption and wastewater flow rate) and the inputs (elevation level of the wet well and the speed of the pumps). The accuracy of the flow rate and energy consumption models exceeded 90%. The derived models are deployed to optimize the pump system. The computational results obtained with the proposed models are discussed.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Engineering Applications of Artificial Intelligence - Volume 26, Issue 7, August 2013, Pages 1643–1651
Journal: Engineering Applications of Artificial Intelligence - Volume 26, Issue 7, August 2013, Pages 1643–1651
نویسندگان
Andrew Kusiak, Yaohui Zeng, Zijun Zhang,