Journal article
Models for Optimization of Energy Consumption of Pumps in a Wastewater Processing Plant
Journal of energy engineering, Vol.137(4), pp.159-168
12/01/2011
DOI: 10.1061/(ASCE)EY.1943-7897.0000051
Abstract
In this paper, a data-mining approach for modeling pumps in the wastewater preliminary treatment process is discussed. Data-mining algorithms are utilized to develop pump performance models based on industrial data collected at a municipal wastewater processing plant. The performance of wastewater pumps is described by two parameters, pump energy consumption and water flow rate after the pumps. Two types of models, dynamic and steady state, are established to predict pump energy consumption and water flow rate. The first type of model is developed based on 5-min data and the second type is built based on 30-min data. The accuracy of the models has been validated.
Details
- Title: Subtitle
- Models for Optimization of Energy Consumption of Pumps in a Wastewater Processing Plant
- Creators
- Zijun Zhang - Univ. of Iowa Dept. of Mechanical and Industrial Engineering, , Iowa City, IA 52242–1527Andrew Kusiak - Univ. of Iowa Dept. of Mechanical and Industrial Engineering, , Iowa City, IA 52242–1527 (corresponding author). E-mail
- Resource Type
- Journal article
- Publication Details
- Journal of energy engineering, Vol.137(4), pp.159-168
- Publisher
- American Society of Civil Engineers
- DOI
- 10.1061/(ASCE)EY.1943-7897.0000051
- ISSN
- 0733-9402
- eISSN
- 1943-7897
- Language
- English
- Date published
- 12/01/2011
- Academic Unit
- Industrial and Systems Engineering; Nursing
- Record Identifier
- 9984064575902771
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