smart grids an example of sae
TRANSCRIPT
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An Example of Sensor Analytics Ecosystems
SmartGrids Joseph A. di Paolantonio @JAdP [email protected] http://SAEIoT.com/ Montara, CA
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What Led Me to This
❖ Electro-Physical Chemist: Renewable Energy Research
❖ System Engineer: Bayesian Risk Models
❖ Enterprise Data Warehousing and Business Intelligence
❖ Adding Context to RFID Data from EDW
❖ Smart Grids
❖ Internet of Things
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Sensor Analytics Ecosystems
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Internet of Things
❖ Sensors ❖ Everyday Objects ❖ Industrial ❖ Personal ❖ Verticals ❖ Processor/Controller ❖ Actuators ❖ Connected ❖ Data ❖ Analytics
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CREPEf
❖ Cultural
❖ Regulatory
❖ Environmental
❖ Political
❖ Economic
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Solution Spaces
❖ CREPEf
❖ Cross-Industry
❖ Examples
❖ Smart Grids
❖ Smart Cities
❖ Smart Agriculture
❖ Predictive Maintenance
❖ Aging in Place
❖ Predictive, Preventive, Personalized (P3) Health
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SAE Brings Value to IoT
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Smart Grids
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SmartGrids are all about…
❖ Electricity ❖ Smart Meters
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If that’s all there is…
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SmartGrids actually are used for…
❖ Electricity ❖ Natural Gas ❖ Water ❖ Propane ❖ Fuel Oil
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Smart Grids actually bring about…
❖ Conservation ❖ New Sources ❖ Demand Response ❖ Distribution ❖ Transmission ❖ Cyberservices ❖ Storage
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Technologies and Impacts
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General Use Case
❖ Background
❖ Monthly Readings
❖ Reactive Maintenance
❖ Consumption does not equal Billing
❖ Government Incentives: Decouple Profits from Usage
❖ Opportunities
❖ Readings: Hourly for Home; 15 minutes for Commercial
❖ Sensors, Actuators and Robots
❖ Predictive Maintenance
❖ Infrastructure Management
❖ Fraud Detection
❖ Results
❖ Data Access
❖ Customer Service
❖ Reliability and Safety
❖ Reduce Cost
❖ Green
❖ Infrastructure aligned with Load15
Sensors
❖ Transmission Line ❖ Substation ❖ Transformer ❖ Pipelines ❖ Distribution Networks ❖ Combined Sewer Outflows ❖ Security ❖ Contamination ❖ Rain Fall ❖ Weather Satellites
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Robots
❖ Inspection ❖ Transmission Lines ❖ Pipelines
❖ Street Lights ❖ Underwater
❖ Swage Tubes ❖ Splice Cables
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Data Mess
❖ Proprietary ❖ Smart Meters ❖ Sensors ❖ Communication ❖ Geography
❖ Standards??? ❖ IEC ❖ IEEE
❖ Open but Competing
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❖ Transport ❖ MQTT ❖ HTTP ❖ CoAP
❖ More Standards ❖ OIC ❖ IIC ❖ AllSeen Alliance ❖ Thread
Data Management
❖ Transport ❖ Transformation ❖ Integration ❖ Integrity ❖ Quality ❖ Meter Data Management ❖ Master Data Management
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Data Analytics
❖ Reporting ❖ Compliance ❖ Descriptive ❖ Predictive ❖ Prescriptive
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Predictives
❖ Maintenance
❖ Load
❖ Planning
❖ Behavior
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Smart Meters
❖ Accuracy ❖ Data ❖ Behavior ❖ Customer ❖ Trust
❖ Privacy ❖ Transparency ❖ Security ❖ Convenience ❖ Two-Way Accountability
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Customer Dashboards
❖ Consumer ❖ Enterprise ❖ Behavior
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Gamification
❖ Competition ❖ Neighbors ❖ Neighborhoods
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Revenue Protection
❖ Billing Accuracy ❖ Meter Malfunction ❖ Fraud ❖ Theft ❖ Customer Retention
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Universal Benefits
❖ Customer Experience
❖ Sustainability
❖ Predictive Maintenance
❖ Design
❖ Scheduling
❖ Revenue
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Ecosystems
❖ Smart Cities ❖ Flooding ❖ Leaks ❖ Street Lights
❖ Smart Agriculture ❖ Irrigation ❖ Farms ❖ Forestry
❖ Smart Buildings ❖ Homes ❖ Offices ❖ Campuses
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Q & A