computational informatics thank you csiro computational informatics prof. paulo de souza oce science...
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COMPUTATIONAL INFORMATICS
Thank youCSIRO Computational InformaticsProf. Paulo de SouzaOCE Science Leadert +61 3 6232 5578e [email protected] w www.csiro.au/ict
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Paulo de Souza | OCE Science Leader – CSIRO Computational Informatics26 November 2013
CSIRO COMPUTATIONAL INFORMATICS
Swarm Sensing
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Swarm Sensing | Prof. Paulo de Souza
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Swarm Sensing | Prof. Paulo de Souza
MotivationThe real need
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Technology Roadmap
Swarm Sensing | Prof. Paulo de Souza
Silverster (2011)
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Technology Roadmap: Where are we?
Swarm Sensing | Prof. Paulo de Souza
[Silverster11]
Our Targetby 2016
…
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Technology Roadmap
Swarm Sensing | Prof. Paulo de Souza
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Technology Roadmap
Swarm Sensing | Prof. Paulo de Souza
Technology Readiness Level
cm
Immature
Disruptive
Applications
BetterIP Space
PopulatedIP Space
Too BlueSky
Maturemm mm nm
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Our Target
• To develop a 100 mm sensor platform that is able to:• Harvest and store energy• Process data and store it• Make environmental measurements• Communicate
• Perform environmental monitoring and insect monitoring
• Considering:• Cost ($0.30/unit)• Theoretical formalism to interpret data from these sensors
Swarm Sensing | Prof. Paulo de Souza
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Swarm Sensing | Prof. Paulo de Souza
Swarm Sensing:Challenges we are facing
Where we are focusing now, next and later?
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Swarm Sensing | Prof. Paulo de Souza
Research Challenges• Energy
• Harvesting (from insect movement)• Storage (3D batteries)
• Integration• Design, optimisation, prototyping, manufacturing, testing
• Communications• Increasing distance• Tracking insects
• Analytics• Interpreting data coming from thousands of sensors in real-time• Modelling insect behaviour
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Swarm Sensing | Prof. Paulo de Souza
Swarm Sensing:Functions of micro-devices
What can we do with it?
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Functions of Micro-Devices
• Tagging• Challenge: Distance achieved with wireless communication
• Tracking• Challenge: landscape, size of supporting structure, energy, antenna
• Sensing• Challenges: Communication,
energy harvesting and storage
Micro-devices | Page 13
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Swarm Sensing | Prof. Paulo de Souza
Swarm Sensing:What are we doing?
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What are we doing?• Tagging 5,000 honey bees
• 2.5 x 2.5 x 0.4 mm RFID manufactured by Hitachi Japan • Four identical hives
– Feeder stations with different nutritional contents– Pollen excluders– Pesticides on pollen
• Aiming at gathering information on:– Bee behaviour x environmental changes– Pre-swarming management– Pollination under stress– Real impact of pesticides– Insight to bee collapse – Interactions between individuals
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What are we doing?
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What are we doing?
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Swarm Sensing | Prof. Paulo de Souza
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What are we doing?• Theoretical Formalism
• Statistical Mechanics• Thermodynamic-equivalent
– States– Constants
• Modelling/Simulation– How to integrate large data sets– What can we learn from data
longitudelatitude
time
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Energy Harvesting
Swarm Sensing | Prof. Paulo de Souza
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Energy Harvesting
Swarm Sensing | Prof. Paulo de Souza
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3D MicrobatteriesMaximised Energy on a Small Footprint Area
3D Microbattery Project | Page 22
~15 µm ~500 µm
Higher electrode surface area = Increased Energy per Footprint Area
Thin Film Battery 3D Microbattery
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Integration of Micro-Devices
3-D Micro-Battery
Energy Harvesting Micro-Devices
3-D Micro-Battery
Energy Harvesting Micro-Devices
Micro-Electronics & RF Module
Micro-Sensors
Antenna
Micro-Electronics & RF Module
Micro-Sensors
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Swarm Sensing | Prof. Paulo de Souza
Swarm Sensing:What’s next?
What are we doing ?
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What’s next?• Tracking
• Antenna• Harmonic Radar
• Aiming– Migration– Dispersal of invasive species– Disease vector, pest and beneficial
insect movement– Mining operations x insect behaviour
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Swarm Sensing | Prof. Paulo de Souza
Swarm Sensing:What’s later?
What we dream of achieving?
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Swarm Sensing | Prof. Paulo de Souza
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Swarm Sensing | Prof. Paulo de Souza
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Swarm Sensing | Prof. Paulo de Souza
Insects as Sensors
• Fact 1:• Insects are very sensitive to chemicals
(reported 10-19)
• Fact 2:• Exposure to some chemicals create a specific pattern through the insect
nerve system
19:4
0
23:4
5
25:2
1
26:5
2
21:5
4
24:3
2
22:4
9
EAD
FID
antenna reaction
Female pheromone gland extract
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Swarm Sensing | Prof. Paulo de Souza
Insects as sensors?
In jection
M ake-up gas
F ID
EA D
FID
Stim ulus delivery tube
Am plifier
G roundelectrode
Split
G C colum n
A ir flowH eated transfer line
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Swarm Sensing | Prof. Paulo de Souza
Insects as Sensor
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Swarm Sensing | Prof. Paulo de Souza
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Swarm Sensing | Prof. Paulo de Souza
Swarm Sensing:Partnerships
We can’t make it happen alone!
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Swarm Sensing | Prof. Paulo de Souza
• Current• Capability
– SSN-TCP (CCI, CPSE, CET) & CES– UTAS– Desert Research Institute– University of Michigan
• Output– Biosecurity Flagship– Vale Institute of Technology– Tasmanian Beekeepers Association– Fruit Growers Tasmania– Seed Producers– Quarantine Tasmania– EPA - TasGov
Partnerships
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Swarm Sensing | Prof. Paulo de Souza
Swarm Sensing:Conclusions
What we have seen today?
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To reflect
• Technology Development Requires:• Discipline and strategic thinking;• A relevant application;• Capability in R&D
(people, infrastructure and relationships);• Scientific relevance;• Resources.
• CSIRO is the place to make it happen.
• This is a team effort.
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COMPUTATIONAL INFORMATICS
Thank youCSIRO Computational InformaticsProf. Paulo de SouzaOCE Science Leadert +61 3 6232 5578e [email protected] w www.csiro.au/ict