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IBM ResearchMarine Acoustics Workshop
Mark PurcellMarine Analytics, IoT and Cloud7th February 2018.
IBM Acoustic Monitoring
Features Editor
IBM’s global research capability
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IBM Acoustic Monitoring 2
IBM’s global research capability
HealthcareGovernment
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HealthcareIndustry CloudIoTBlockchain
Cognitive RoboticsFinancial ServicesAccessibility
Green Horizon EnergyOpenPOWER Cloud
Cognitive Health
BlockchainCognitive FashionEducation & SkillingCognitive Financial Services
CognitiveHealthcareIoT & MobileSecurity
SecurityAnalytics
NanotechnologyExascale
Cognitive IoTAI for HealthcareEdge Computing Big Data & Cognitive
CloudHealthcare / Life Sciences
Quantum Computing
POWERMobileAging
Cognitive Oil & GasInsurance AnalyticsIndustry Cloud
Big DataNanomaterials
Neurosynaptics
3,000 researchers
Australia
Tokyo
China
Almaden
Haifa
Zurich
Africa
Ireland
Brazil
Watson
Austin
India
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Ireland Research Focus Areas
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Cognitive IoT Interactive Reasoning Cognitive Healthcare
Debater, Cognitive Sales Human Behavior Change, Cognitive Care Management, Health Data
Privacy
Buildings, Digital Twin, Automotive, IoT Edge Platform
Blockchain
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H2020 Projects
Acoustic Monitoring Project
Monitor underwater acoustics- at the ¼ scale OE test site- gather a large acoustic data set- from a wireless offshore platform- live data streaming- high sampling rate (250kHz)- ½ million data points per second- 90 GB per day in all weather conditions - research robust acquisition techniques- for real-time data capture- investigate real-time analytics
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IBM Cloud
On demand scaling of resources- Serverless (OpenWhisk)- Kubernetes (containers)- More sensors = more containers
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https://console.bluemix.net/
IoT Offshore
Single board computer (1.25 Watts)Linux operating systemBuffer network traffic (A/D <-> radio)½ million data points per secondInvestigate the effect on data quality
IoT
Platform
Internet
Gateway
Power
Aware
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Data Acquisition
440 days of operation14 TB of data~60% compression35 TB uncompressed
3,023 DVD’s20,782 CD’s
Real-time QoS analysisLive buoy streaming
IoT
PlatformIBM Acoustic Monitoring 9
Acoustic Analytics
- Decibel Levels- Octave Analysis- Spectrograms- Live Dashboards
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Lloyd’s
Mirror
“Real-Time Sensor Signal Capture from a Harsh Environment”, Distributed Simulation and Real Time Applications (DS-RT), 2012, IEEE/ACM16th International Symposium on
“Measurement of Particle Velocity Levels at Ocean Energy Sites”, European Conference on Underwater Acoustics (ECUA), 2012
“The design and deployment of a real-time wide spectrum acoustic monitoring system for the ocean energy industry”, Marine Technological Society/IEEE OCEANS, Bergen, 2013
“A real-time stream storage and analysis platform for underwater acoustic monitoring”; IBM Journal of Research and Development, 57, 2013
“A vector-sensor based approach to noise monitoring in Galway Bay”, Marine Technological Society/IEEE Oceans, St. John's, 2014
“Application of Background Modelling to Acoustic Monitoring of Underwater Environment”, Irish Machine Vision and Image Processing Conference, 2014
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