Deployment of Wireless Sensor Networks for Oilfield Monitoring by Multiobjective Discrete Binary Particle Swarm Optimization
Joint Authors
Yang, Zhen-Lun
Wu, Angus
Min, Hua-Qing
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-04-24
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
The deployment problem of wireless sensor networks for real time oilfield monitoring is studied.
As a characteristic of oilfield monitoring system, all sensor nodes have to be installed on designated spots.
For the energy efficiency, some relay nodes and sink nodes are deployed as a delivery subsystem.
The major concern of the construction of the monitoring system is the optimum placement of data delivery subsystem to ensure the full connectivity of the sensor nodes while keeping the construction cost as low as possible, with least construction and maintenance complexity.
Due to the complicated landform of oilfields, in general, it is rather difficult to satisfy these requirements simultaneously.
The deployment problem is formulated as a constrained multiobjective optimization problem and solved through a novel scheme based on multiobjective discrete binary particle swarm optimization to produce optimal solutions from the minimum financial cost to the minimum complexity of construction and maintenance.
Simulation results validated that comparing to the three existing state-of-the-art algorithms, that is, NSGA-II, JGGA, and SPEA2, the proposed scheme is superior in locating the Pareto-optimal front and maintaining the diversity of the solutions, thus providing superior candidate solutions for the design of real time monitoring systems in oilfields.
American Psychological Association (APA)
Yang, Zhen-Lun& Wu, Angus& Min, Hua-Qing. 2016. Deployment of Wireless Sensor Networks for Oilfield Monitoring by Multiobjective Discrete Binary Particle Swarm Optimization. Journal of Sensors،Vol. 2016, no. 2016, pp.1-15.
https://search.emarefa.net/detail/BIM-1110697
Modern Language Association (MLA)
Yang, Zhen-Lun…[et al.]. Deployment of Wireless Sensor Networks for Oilfield Monitoring by Multiobjective Discrete Binary Particle Swarm Optimization. Journal of Sensors No. 2016 (2016), pp.1-15.
https://search.emarefa.net/detail/BIM-1110697
American Medical Association (AMA)
Yang, Zhen-Lun& Wu, Angus& Min, Hua-Qing. Deployment of Wireless Sensor Networks for Oilfield Monitoring by Multiobjective Discrete Binary Particle Swarm Optimization. Journal of Sensors. 2016. Vol. 2016, no. 2016, pp.1-15.
https://search.emarefa.net/detail/BIM-1110697
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1110697