opportunistic energy trading between co-located energy ... · power management in eh-wsn 6 •...
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Opportunistic Energy Trading between Co-located Energy-Harvesting Wireless Sensor Networks
Teng Jiang, Geoff V. Merrett, Nick R. Harris Electronic and Software System group ENSsys 2013, Nov. 2013 Email: [email protected]
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Outline
• Power Management Technologies in EH-WSN
• Opportunistic Energy Trading
• Case Study: energy transfer process
• Evaluation and Results
• Conclusions
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Outline
• Power Management Technologies in EH-WSN
• Opportunistic Energy Trading
• Case Study: energy transfer process
• Evaluation and Results
• Conclusions
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Power management in EH-WSN
• Adaptive energy management
– Uncontrolled sources (e.g. Solar, Wind)
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Power management in EH-WSN
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• Classification
– Deal with Temporal variance
• Adjust nodal duty-cycle, sampling rate etc.
Proceedings of the conference on Design, automation and test in Europe
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Power management in EH-WSN
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• Classification
– Deal with Spatial variance
• Energy-aware routing, resource reallocation etc.
• Spatial variation that can be tolerated is limited by the bounds of the network
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Collaborating networks
‘Virtual’ wall Data flow
Sensor nodeSink node
Network A
Network B
Sixth International Workshop on Sensor Networks, 2013.
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Outline
• Power Management Technologies in EH-WSN
• Opportunistic Energy Trading
• Case Study: energy transfer process
• Evaluation and Results
• Conclusions
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Opportunistic Energy Trading
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• Manage power across the boundary
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Opportunistic Energy Trading
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• Manage power across the boundary
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Opportunistic Energy Trading
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• Manage power across the boundary
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Opportunistic Energy Trading
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• Manage power across the boundary
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Opportunistic Energy Trading
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• Manage power across the boundary
Energy Trading
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Opportunistic Energy Trading
• How ?
– Energy is logically transferred through the transfer of energy-hungry services
• Is this possible ?
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Direct Interconnection • Propose OI-MAC
– Discover the presence of neighbouring networks
– Transmit packets across the boundary
– Still maintain network independence
Sixth International Workshop on Sensor Networks, 2013.
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Outline
• Power Management Technologies in EH-WSN
• Opportunistic Energy Trading
• Case Study: energy transfer process
• Evaluation and Results
• Conclusions
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Case study
Discovery
Battery monitoring to
check excess energy
Inform B to start
cooperation
Inform B to stop cooperation
Yes
No
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Outline
• Power Management Technologies in EH-WSN
• Opportunistic Energy Trading
• Case Study: energy transfer process
• Evaluation and Results
• Conclusions
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Evaluation
• The scenario is simulated using OMNeT++
– The nodes in network A are modelled to be Memsic eKo mote
– The nodes in network B are modelled to be MICAz mote
– Real radiation power are used and each photovoltaic is assumed to be 10% efficient
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Results: packet delay
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3%
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Results: packet delay
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Results: battery energy
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Results: battery energy
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Conclusions • Opportunistic Energy Trading is proposed
– Enrich the power management strategies
• Demonstrate the possibility of cross-boundary energy sharing
• Results show the potential benefits as well as side-effects
• Future work
– Consider networks which share only a limited boundary;
– Trading process: advertising and pricing of resources.