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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Abdelgawad, A. |
| Copyright Year | 2014 |
| Description | Author affiliation: Central Michigan Univ., Mount Pleasant, MI, USA (Abdelgawad, A.) |
| Abstract | Small amount of sand in oil pipelines can result in significant erosion in a very short time period. This Produced sand is a serious problem in many production situations. Installation of a system to monitor and quantify sand production from a well would be valuable to assist in optimizing well productivity and to detect sand as early as possible. We present a multi-sensor data fusion framework for sand detection. The framework is designed to collect data from oil pipeline using acoustic sensors (SENACO AS100) and Flow Analyzer (MC-II) in real time. The purpose of data fusion is to estimate the output from the acoustic sensors to determine the sand production rate. The framework combines two modules: a wireless receiving and transmission (ReT) module and data fusion module (DaF). The ReT module implementation is based on TinyOS and Crossbow MICAz motes. DaF module is implemented using Information Filter. A test bed was established from ten acoustic sensors in order to collect real data. The flow rate was monitored as well in order to collect the data with the same flow rate. The experimental result shows that the fusion method improves the system results. |
| Sponsorship | IEEE Circuits Syst. Soc. |
| Starting Page | 2583 |
| Ending Page | 2587 |
| File Size | 685267 |
| Page Count | 5 |
| File Format | |
| e-ISBN | 9781479934324 |
| DOI | 10.1109/ISCAS.2014.6865701 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2014-06-01 |
| Publisher Place | Australia |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Acoustic sensors Production Data integration Monitoring Information filters Wireless sensor networks Pipelines Wireless Sensor Networks Data Fusion Information Filter Sand Production |
| Content Type | Text |
| Resource Type | Article |
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